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Hiroyuki Ishii

dblp:40/4115 · DBLP profile ↗
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49ranked-venue papers
7as first author
8since 2021 · last 2026
—ORCID · conflict

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 27 · 4 first-author · 3 since 2021Systems, architecture and hardware · 24 · 4 first-author · 1 since 2021Applied, interdisciplinary, general and emerging computing · 6 · 3 since 2021Computer networks · 4Human-computer interaction and ubiquitous computing · 4 · 2 since 2021Graphics, computer vision, multimedia, augmented reality and games · 3 · 3 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Human-computer interaction and pervasive computing
9 papers
Human-robot interaction · 57% Learning and educational technologies · 24% Wearable and physiological sensing · 10%
Artificial intelligence
6 papers
Legged, aerial and field robots · 46% Motion planning and robot control · 37% Robot manipulation · 17%
Computer networks
1 paper
Cellular and mobile networks · 100%
Interdisciplinary, comprehensive, and emerging computing
4 papers
Medical and health informatics · 73% Bioinformatics and computational biology · 27%

Topics — the 26 heaviest of 29, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Learning and educational technologies › medical training
medical training systems
0.332011
Development of the airway management training system WKA-4: For improved high-fidelity reproduction of real patient conditions, and improved tongue and mandible mechanisms · ICRA 2011
Quantitative assessment of the surgical training methods with the suture/ligature training system WKS-2RII · ICRA 2009
Development of the airway management training system WKA-2 designed to reproduce different cases of difficult airway · ICRA 2009
Robotics › Legged, aerial and field robots › field robotics
disaster response
0.212016
Design of four-arm four-crawler disaster response robot OCTOPUS · ICRA 2016
Robotics › Legged, aerial and field robots
field robotics
0.212016
Design of four-arm four-crawler disaster response robot OCTOPUS · ICRA 2016
Human-robot interaction › healthcare robotics
medical robotics
0.222011
Development of the airway management training system WKA-4: For improved high-fidelity reproduction of real patient conditions, and improved tongue and mandible mechanisms · ICRA 2011
Development of the airway management training system WKA-2 designed to reproduce different cases of difficult airway · ICRA 2009
Human-robot interaction › healthcare robotics
patient robot
0.222011
Development of the airway management training system WKA-4: For improved high-fidelity reproduction of real patient conditions, and improved tongue and mandible mechanisms · ICRA 2011
Development of the airway management training system WKA-2 designed to reproduce different cases of difficult airway · ICRA 2009
Cellular and mobile networks › radio resource management
dynamic TDD
0.212015
Dynamic TDD Support in Macrocell-Assisted Small Cell Architecture · IEEE J. Sel. Areas Commun. 2015
Cellular and mobile networks
heterogeneous networks
0.212015
Dynamic TDD Support in Macrocell-Assisted Small Cell Architecture · IEEE J. Sel. Areas Commun. 2015
Cellular and mobile networks
LTE
0.212015
Dynamic TDD Support in Macrocell-Assisted Small Cell Architecture · IEEE J. Sel. Areas Commun. 2015
Cellular and mobile networks › heterogeneous networks
small cells
0.212015
Dynamic TDD Support in Macrocell-Assisted Small Cell Architecture · IEEE J. Sel. Areas Commun. 2015
Robotics › Motion planning and robot control › robot control
impedance control
0.212014
Control of posture and trajectory for a rat-like robot interacting with multiple real rats · ICRA 2014
Robotics › Motion planning and robot control
robot control
0.212014
Control of posture and trajectory for a rat-like robot interacting with multiple real rats · ICRA 2014
Medical and health informatics
medical education
0.212013
Development of a human-like neurologic model to simulate the influences of diseases for neurologic examination training · ICRA 2013
Bioinformatics and computational biology › systems biology
physiological modeling
0.212013
Development of a human-like neurologic model to simulate the influences of diseases for neurologic examination training · ICRA 2013
Medical and health informatics › medical education
surgical skill assessment
0.112011
Waseda Bioinstrumentation system WB-3 as a wearable tool for objective laparoscopic skill evaluation · ICRA 2011
Wearable and physiological sensing › motion capture
wearable motion capture
0.112011
Waseda Bioinstrumentation system WB-3 as a wearable tool for objective laparoscopic skill evaluation · ICRA 2011
Human-robot interaction
animal-robot interaction
0.122005
Experimental Study on Automatic Learning Speed Acceleration for a Rat using a Robot · ICRA 2005
Experimental Study on Interaction between a Rat and a Rat-robot based on Animal Psychology - Analysis of Basic Factors Necessary for a Symbiosis between the Rat and the Robot · ICRA 2004
Human-robot interaction
skill assessment
0.112008
Integration of an evaluation function into the suture/ligature training system WKS-2R · ICRA 2008
Robotics › Robot manipulation
mobile manipulation
0.112016
Design of four-arm four-crawler disaster response robot OCTOPUS · ICRA 2016
Robotics › Motion planning and robot control
teleoperation
0.112016
Design of four-arm four-crawler disaster response robot OCTOPUS · ICRA 2016
Robotics › Robot manipulation › robot design
mechanism design
0.122011
Development of the airway management training system WKA-4: For improved high-fidelity reproduction of real patient conditions, and improved tongue and mandible mechanisms · ICRA 2011
Development of the airway management training system WKA-2 designed to reproduce different cases of difficult airway · ICRA 2009
Cellular and mobile networks
interference management
0.112015
Dynamic TDD Support in Macrocell-Assisted Small Cell Architecture · IEEE J. Sel. Areas Commun. 2015
Robotics › Legged, aerial and field robots
animal-robot interaction
0.112014
Control of posture and trajectory for a rat-like robot interacting with multiple real rats · ICRA 2014
Human-robot interaction › social robot
social robot interaction
0.112014
Control of posture and trajectory for a rat-like robot interacting with multiple real rats · ICRA 2014
Human-robot interaction › assistive robotics
robot-assisted training
0.012013
Development of a human-like neurologic model to simulate the influences of diseases for neurologic examination training · ICRA 2013
Medical and health informatics › medical education
surgical training
0.012008
Integration of an evaluation function into the suture/ligature training system WKS-2R · ICRA 2008
Human-robot interaction › robot control
robot behavior generation
0.012004
Experimental Study on Interaction between a Rat and a Rat-robot based on Animal Psychology - Analysis of Basic Factors Necessary for a Symbiosis between the Rat and the Robot · ICRA 2004

Methods — techniques the papers use, named apart from their topics

embedded sensors and actuators · 0.4virtual impedance model · 0.4dynamic modeling · 0.4physiological neurological model · 0.3video fluoroscopy · 0.2robotics · 0.2kinematic data processing · 0.2hydraulic actuation · 0.2force control · 0.2expertise classification · 0.2system-level simulation · 0.2stochastic geometry · 0.2tension sensor · 0.2kinematic model · 0.2shaping · 0.1quantitative assessment · 0.1evaluation function · 0.1discriminant analysis · 0.1
YearPublicationVenuePosition
2026 DisasterSynth: High-Resolution Disaster Scene Generation and Reliable Pseudo Labeling with Masked Feature Reconstruction
Hiroyuki Ishii, Jun Ohya
ICPRAM2
2025 LAST: Utilizing Synthetic Image Style Transfer to Tackle Domain Shift in Aerial Image Segmentation
Ruijia Wen, Hiroyuki Ishii, Jun Ohya
ICPRAM3
2024 MAC: Multi-Scales Attention Cascade for Aerial Image Segmentation
Zhao Wang 0009, Yuusuke Nakano, Katsuya Hasegawa, Hiroyuki Ishii, Jun Ohya
ICPRAM5
2023 Proposal of a New Performance Partner: "Soft Flying Robot"
abstract
Unmanned aerial vehicles (UAVs) are used in many industrial fields and human–drone interaction (HDI) has seen increasing research attention in recent years. Their ability to fly divides UAVs from other robots and novel social robots are expected to be developed from UAVs in the future. However, touch interaction is critical in social robotics, and ordinary UAVs tend to be unsafe to touch. Furthermore, studies on whole-body interaction between drones and humans, including dancing, are far less common than those with traditional robots. Therefore, we developed “Soft Flying Robot,” a new type of flying robot for HDI research. Its flight uses helium gas and piezoelectric air pumps, making it blade-free and safe for humans to touch and interact with. In addition, it is equipped with touch sensors and light-emitting units to enable clearer and more immersive interaction. We evaluated Soft Flying Robot by introducing it to a group of performers, observing them use it in a dance workshop, and asking them for their impressions. Initial results indicate that Soft Flying Robot induces new behaviors in users and draws visual attention. This paper mainly discusses the results of the qualitative analysis of Soft Flying Robot’s potential in human–drone co-creation.
Hiroki Shido, Hiroko Nishi, Hiroyuki Ishii
RO-MAN3
2022 Design and Hybrid Impedance Control of a Compliant and Balanced Wrist Rehabilitation Device
abstract
Wrist rehabilitation robotic devices have delivered the repetitive and gradual training necessary to rehabilitate individuals with wrist impairments properly. Generally, there are two approaches for the design of the wrist rehabilitation devices. In one approach, the motors are placed on the forearm with complex transmission mechanisms to reduce the weight and inertia. In the other approach, rotary motors are placed close to the wrist joints with simple design, and this leads to high weight and inertia. In this paper, a simple design of two-degrees of freedom compliant and balanced wrist rehabilitation device is proposed. It can provide the radial-ulnar deviation and flexion-extension rehabilitation motions. In the proposed design, the servomotors that are placed close to the wrist joints are counterweight balanced to reduce the inertia and the required torques. The balancing is carried out by optimizing the center of mass of the device in the SolidWorks model. A custom design series elastic unit is proposed to be coupled to the servomotor to achieve the compliance for safe human-robot interaction. Based on the device dynamics modeled by ADAMS software, hybrid position and force tracking impedance control is developed for position and force tracking through the different therapeutic exercises. The device is shown to be capable of achieving the different therapeutic exercises compliantly such as the passive, active-assisted and isometric exercises.
Mwayi E. Yellewa, Abdelfatah Mohamed, Hiroyuki Ishii, Samy F. M. Assal
IECON3
2021 Development of Robot Simulator for Interactive Training of Neonatal Cardio-Pulmonary Resuscitation
abstract
In recent years, awareness of improving the quality of medical care has increased. We focused on neonatal resuscitation, which is difficult to train clinically, and our long-term goal is a neonatal resuscitation training system that can simulate cases and can feedback interactively based on quantitative evaluation of the procedures. In this study, we developed the neonatal simulator that has a respiratory movement simulating mechanism and a chest compression measurement mechanism. Through an interview with neonatologists, the fidelity of respiratory movements and the possibility of evaluating chest compression with the developed simulator were assessed.
Yasutaka Takebe, Kento Imamura, Yurina Sugamiya, Yusuke Nakae, Tamotsu Katayama, Takuya Otani, Hiroyuki Ishii, Atsuo Takanishi
RO-MAN7
2021 A proposed decentralized formation control algorithm for robot swarm based on an optimized potential field method
Basma Gh. Elkilany, A. A. Abouelsoud, Ahmed M. R. Fath El-Bab, Hiroyuki Ishii
Neural Comput. Appl.4
2021 Implementing Rat-Like Motion for a Small-Sized Biomimetic Robot Based on Extraction of Key Movement Joints
abstract
For a small-sized biomimetic robot, it is challenging to mimic animal-like motion with high speed and high flexibility. To enable high flexibility, high stability, and high biomimicry degree for the robotic rat, we drew inspirations from three agile rat movements, namely, the pitch, yaw, and U-turn movements. First, we proposed key movement joints (KMJs) to capture a decent representation of the rat with a reduced-order model. By extracting the primary KMJs, we determined the number and distribution of robotic joints for the design of a bioinspired spine mechanism. Second, to meet the demand of high biomimicry degree, we generated an optimal compensation term to minimize the trajectory error introduced by simplifying the model. Moreover, we calculated the optimal minimum motion cycle based on the constraints of equilibrium under extreme conditions to ensure high flexibility without compromising the stability. Finally, the proposed method was successfully verified through simulation and experimental tests with a robotic rat endowed with the bioinspired spine mechanism.
Zihang Gao, Guanglu Jia, Qiang Huang 0002, Hiroyuki Ishii, Atsuo Takanishi, Toshio Fukuda
IEEE Trans. Robotics6
2019 Identification of Rat Ultrasonic Vocalizations from Mix Sounds of a Robotic Rat in a Noisy Environment
abstract
Social interaction between a robot and rats is important since the robot can generate reproducible social behaviors across trials. However, lacking internal state feedback from the rat makes current robot-rat interaction a very preliminary level comparing with rat-rat interaction. Previous biological studies showed that ultrasonic vocalizations (USVs) emitted by a rat are expressions of its internal emotional states, which therefore can be used as part of feedback for a robot-rat interaction. The challenge is to accurately identify rat USVs in real-time from mix sounds generated by the robot in a noisy environment. To address these problems, we propose an SVM-based rat USVs identification method. This SVM method uses three types of features to represents the characteristics of mix sound and use these multidimensional features to identify rat USVs. Results show that our identification method has an accuracy of 84.29% with only 4.84% false-positive rate. Furthermore, we carefully design the filter window length with respect to sound chunk length and use only one microphone to record the mix sound. All of these efforts are to reduce the calculation time to realize real-time identification. Eventually, the identification process can be executed within 3. 5ms, which definitely meet the real-time demand. This research lays the foundation of the feedback based interaction between rat and robot, and also shows promise in the study of ethology and the interaction between robot and animals.
Zihang Gao, Hiroyuki Ishii, Atsuo Takanishi, Qiang Huang 0002, Toshio Fukuda
IROS4
2018 A proposed Formation Control Algorithm for Robot Swarm based on Adaptive Fuzzy Potential Field Method
abstract
The main goal of robot swarm is to maintain formation among their members while avoiding obstacles and tracking a target in the surrounding environment. One popular approach for achieving this goal is the Potential Field Method (PFM). Thus, in this paper, we propose a formation control algorithm based on the PFM and Fuzzy Inference System (FIS). The Proposed PFM is intended to maintain formation, avoid obstacles and track a moving target as well. We add an interaction potential force to maintain formation beside the attractive and repulsive potential forces. Also, we use the FIS to adapt the change of the relative distances among robots in the swam and other entities int he environment. To test the scalability and reliability of the proposed formation control algorithm, simulations of robot swarms using MATLAB software with a different number of robots following different target trajectories in different environment setups are recorded. Results confirm the efficiency and the applicability the proposed formation control algorithm in achieving the three tasks of the robot swarm.
Basma Gh. Elkilany, A. A. Abouelsoud, Ahmed M. R. Fath El-Bab, Hiroyuki Ishii
IECON4
2018 Effect of Subthreshold Slope on Sensitivity of MOS-HEMT Square Law Detector for THz Waves
abstract
Effects of the subthreshold slope of transistor switching on the sensitivity of the square law detector composed of a high electron mobility transistor (HEMT) to detect terahertz waves have been investigated. Theoretical analysis starting from the unified charge control model of channel carriers has been carried out, which comes down to mathematical formulae suggesting that the subthreshold slope significantly affects the output voltage and the sensitivity of the square law detector. Square law detectors have been fabricated using HEMT with a MOS structured gate on glass substrate to detect 1.0 THz waves. HEMT was composed of InGaAs/InAs/InGaAs double hetero-structured channel. Detection tests using the MOS-HEMT square law detector have clearly shown that the output voltage increases with the subthreshold slope.
Hiromu Kojima, Daishi Kido, Haruichi Kanaya, Hiroyuki Ishii, Tatsuro Maeda, Mutsuo Ogura, Tanemasa Asano
TENCON4
2017 Motion evaluation of a modified multi-link robotic rat
abstract
The interaction test between a robotic rat and living rat is considered as a possible way to quantitatively characterize the rat sociality. In such robot-rat interactions, the robot should be designed to fully replicate a real rat in terms of morphological and behavioral characteristics. To address this problem, a multi-jointed robot prototype has been modified based on our previous work. We optimally update the forelimb of the robot and redesign the control board to make it more dexterous and increase its behavioral capability. Then, we systematically and kinematically analyze the rotational range of joint variables and the workspace of the robot by using traversal method. To evaluate the motion capability of the modified robot, we propose two quantitative parameters: maximum reachable height (MRH) and minimum bendable distance (MBD). Additionally, we achieve to quantitatively evaluate the behavioral similarity between the robot and rat with the calculated accumulative distance (AD) by using dynamic time warping (DTW). These evaluated methods show high promise to improve the robot-rat interaction to be more similar to rat-rat interaction.
Mingjie Zou, Hiroyuki Ishii, Atsuo Takanishi, Qiang Huang 0002, Toshio Fukuda
IROS5
2016 Design of four-arm four-crawler disaster response robot OCTOPUS
abstract
We developed a four-arm four-crawler advanced disaster response robot called OCTOPUS. Disaster response robots are expected to be capable of both mobility, e.g., entering narrow spaces over very rough unstable ground, and workability, e.g., conducting complex debris-demolition work. However, conventional disaster response robots are specialized in either mobility or workability. Moreover, strategies to independently enhance the capability of crawlers for mobility and arms for workability will increase the robot size and weight. To balance environmental applicability with the mobility and workability, OCTOPUS is equipped with a mutual complementary strategy between its arms and crawlers. The four arms conduct complex tasks while ensuring stabilization when climbing steps. The four crawlers translate rough terrain while avoiding toppling over when conducting demolition work. OCTOPUS is hydraulic driven and teleoperated by two operators. To evaluate the performance of OCTOPUS, we conducted preliminary experiments involving climbing high steps and removing attached objects by using the four arms. The results showed that OCTOPUS completed the two tasks by adequately coordinating its four arms and four crawlers and improvement in operability needs.
Mitsuhiro Kamezaki, Hiroyuki Ishii, Tatsuzo Ishida, Masatoshi Seki, Ken Ichiryu, Yo Kobayashi, Kenji Hashimoto, Shigeki Sugano, Atsuo Takanishi, Masakatsu G. Fujie, Shuji Hashimoto, Hiroshi Yamakawa
ICRA2
2016 Load Balancing With 3-D Beamforming in Macro-Assisted Small Cell Architecture
abstract
Small cell is an attractive and promising technology for improving capacity in traffic hotspots using cell densification. We consider the traffic load-balancing problem for a macro-assisted small cell architecture exploiting the flexible 3-D beamforming facilitated by the adoption of the active antenna system at base stations. Specifically, 3-D user equipment (UE)-specific beamforming is utilized for traffic load balancing due to its unique feature that the received signal is maximized, while the interference is limited with narrower beamwidth. We propose a novel traffic load-balancing algorithm based on cell association and cell sectorization using 3-D UE-specific beamforming, and the performance of the proposed algorithm is evaluated via system-level simulations. Results show that cell edge user throughput and cell average throughput both improve significantly with the proposed load-balancing algorithm compared with the conventional sectorization with fixed antenna down-tilt scheme. In addition, in denser small cell scenarios, our proposed scheme can further increase the load-balancing gain with reduced cell planning efforts compared with the conventional scheme.
Bo Yu 0006, Liuqing Yang 0001, Hiroyuki Ishii
IEEE Trans. Wirel. Commun.3
2015 Novel method of estimating surface condition for tiny mobile robot to improve locomotion performance
abstract
Environment recognition is an effective way for a mobile robot to move across rough terrain. In particular, this makes it possible to prevent a tiny mobile robot from getting stuck or turning over. Several studies have been conducted on environment recognition using a laser range finder or camera. However, almost all of these studies focused on obstacle detection or shape recognition, which cannot be used to recognize the surface condition such as slipperiness. The purpose of this work is to design a model for estimating the surface condition using a tiny mobile robot. We set slipperiness as one of the parameters for recognizing the surface condition, which is already used by terramechanics, along with two additional parameters, the hardness and unevenness. We find that a robot can roughly estimate the ground hardness by measuring the current peak of a motor and the unevenness from measuring the robot posture. By recognizing the surface condition, the robot can change the parameters of the controlling motor based on the ground characteristics. This new method for recognizing the surface condition is significant, not only because it fills gaps in the previous research, but also because it does not require any special sensors such as a laser range finder and does not consume a large quantity of energy. Therefore, it achieves a core objective of our environmental monitoring system using multiple mobile robot.
Katsuaki Tanaka, Hiroyuki Ishii, Yuya Okamoto, Daisuke Kuroiwa, Yusaku Miura, Daiki Endo, Junko Mitsuzuka, Satoshi Okabayashi, Yusuke Sugahara, Atsuo Takanishi
IROS2
2015 Designing a receptionist robot: Effect of voice and appearance on anthropomorphism
abstract
Robots are possible candidates for performing tasks as helpers in activities of daily living in the future: working as a receptionist is one possible employment. However, the way the receptionist robot should appear, sound and behave needs to be investigated carefully, in order to design a robot which is accepted and perceived in a positive way by common users. This paper describes a study on anthropomorphism of a receptionist robot made for Brazilian people depending on the appearance and on the voice of the receptionist. This experiment was preceded by a preliminary survey about expectation of people regarding receptionists. The main experiment consisted in having Brazilian people interacting with a conversational agent and with a humanoid robot through a video conference. The two receptionists are not only different in physical appearance, but in the sound of the voice, too, which can be either human-like or robotic sound. The two receptionists gave indications to the participants to reach rooms where they could evaluate the receptionists through questionnaires concerning anthropomorphism and uncanniness among other concepts. The results gathered from both experiments provide useful hints to design a receptionist robot.
Gabriele Trovato, Josué J. G. Ramos, Helio Azevedo, Artemis Moroni, Silvia Magossi, Hiroyuki Ishii, Reid G. Simmons, Atsuo Takanishi
RO-MAN6
2015 Dynamic TDD Support in Macrocell-Assisted Small Cell Architecture
abstract
Dynamic allocation of subframes to uplink (UL) or downlink (DL) in time division duplex (TDD), termed `Dynamic TDD,' has been studied by the 3rd Generation Partnership Project (3GPP) since the Long Term Evolution (LTE) Release 11 timeframe. At the same time, 3GPP is also standardizing macrocell-assisted small cell heterogeneous architectures for inclusion in LTE Release 12 as a solution offering high data rate to user terminals (UEs) along with high system capacity through spatial reuse of spectrum. In this paper, we focus on a particular small cell architecture proposed by DOCOMO, known as the Phantom Cell architecture, which provides the option to support dynamic TDD. For an arbitrarily-located UE in a small cell network, we apply results from stochastic geometry to derive expressions for the distribution of DL signal to interference plus noise ratio (SINR) at an arbitrary UE and the distribution of UL SINR at its serving base station (BS). The analytical results are verified by system level simulations. These results can be used to study aspects of system design for small cells, and the sensitivity of SINR to the extent of synchronization across small cells employing dynamic TDD. In order to deal with the severe inter-cell interference (ICI) problem in dynamic TDD, we further propose a frequency domain interference coordination technique. Finally, system level simulations based on more realistic system models and assumptions are conducted to evaluate the performance of dynamic TDD systems and the proposed interference coordination technique.
Bo Yu 0006, Liuqing Yang 0001, Hiroyuki Ishii, Sayandev Mukherjee
IEEE J. Sel. Areas Commun.3
2014 3D beamforming for capacity improvement in macrocell-assisted small cell architecture
abstract
Small cell is an attractive and promising technology for improving capacity in traffic hotspots using cell densification. In this paper, we propose the capacity enhancement for small cells under macrocell-assisted architecture utilizing the flexible 3-dimensional (3D) beamforming facilitated by the adoption of the active antenna system (AAS) at base stations (BSs). In contrast to conventional macrocell network, more dynamic and flexible 3D beamforming with narrow beamwidth is feasible in the small cell layer because the service coverage and mobility robustness are basically supported in the macrocell layer. This dynamic beam adaptation in full dimensions can improve the received signal quality and at the same time control the interference more effectively, which is especially useful for the dense small cell deployment scenario where the interference issue is one of the major concerns. In particular, performance comparison between the conventional sectorization with fixed down-tilt scheme and UE (user equipment)-specific 3D beamforming is studied. Furthermore, a novel UE group-specific 3D beamforming is proposed as a more realistic operation compared to UE-specific beamforming. System level simulations demonstrate the significant gain of capacity enhancement with 3D beamforming over the conventional sectorization with fixed down-tilt in terms of both the cell average capacity (up to 124.8% gain) and the cell edge user throughput (up to 454.3% gain). It is also shown that UE group-specific beamforming can achieve performance comparable to that of UE-specific beamforming.
Bo Yu 0006, Liuqing Yang 0001, Hiroyuki Ishii
GLOBECOM3
2014 Control of posture and trajectory for a rat-like robot interacting with multiple real rats
abstract
In the past we achieved to use a rat-like robot and a single rat to develop Animal Models of Mental Disorder (AMMDs) through stress exposure. However, to simulate the real social environment, we use a rat-like robot composed of multiple links to chase a specific rat (target) in a group of rats (outside observers). In this paper, we aim to develop a real-time control system for a multi-link robot surrounded by multiple rats. A virtual impedance model was adopted to generate posture and trajectory for a multi-link robot named WR-5. With the analysis of virtual forces/moments acting on WR-5 based on the model, corresponding dynamic equations can be obtained to control the motion of WR-5. Simulation results show that the head of WR-5 can accurately direct a target object in the following test. After conducting experiments with three rat subjects (a target rat, two outside observers), the output results suggest that the head and body gesture of WR-5 achieves to follow the target in real-time. Meanwhile, the control system allows real-time avoidance of the moving outside observers during interaction.
Hiroyuki Ishii, Yusuke Sugahara, Shinichi Kinoshita, Atsuo Takanishi, Satoshi Okabayashi, Qiang Huang 0002, Toshio Fukuda
ICRA2
2014 Mobility Performance of Macrocell-Assisted Small Cells in Manhattan Model
abstract
Macrocell-assisted small cell concepts, such as "Phantom cell concept" and "soft cell concept", have been proposed previously for interference management, flexible cell planning, and energy saving in dense small cell deployments. These concepts require macrocell involvement to improve links between small cell and user. Since target implementation areas of the concepts are crowded urban areas (e.g. downtown New York City) to satisfy the data need, more realistic simulations are needed to be implemented compared to conventional evaluations. In this paper, as a new approach to urban area LTE simulations, Manhattan grid layout is presented and implemented for mobility performance of Macrocell-assisted small Cell concept. The results show that the macrocell involvement to improve mobility performance gives a great advantage compared to using the conventional mobility solution for dense small cell deployments.
Murat Karabacak, Hiroyuki Ishii, Hüseyin Arslan
VTC Spring3
2014 Load Balancing with Antenna Tilt Control in Enhanced Local Area Architecture
abstract
Small cell is an attractive and promising technology for improving capacity in traffic hotspots using cell densification. We consider the traffic load balancing problem for small cells under the enhanced Local Area (eLA) architecture utilizing the flexible 3-dimensional (3D) beamforming facilitated by the adoption of the active antenna system (AAS) at base stations (BSs). Different load balancing methods based on combinations of cell association algorithms and antenna tilt adjustment schemes are proposed and evaluated via system level simulations. Results show the potential gain of traffic load balancing with 3D beamforming in terms of cell edge user throughput. In particular, for the enhanced load balancing cell association combined with UE (user equipment)-specific tilting scheme, significant cell edge user throughput improvements can be achieved while good average cell throughput performance can still be maintained.
Bo Yu 0006, Liuqing Yang 0001, Hiroyuki Ishii, Xiang Cheng 0001
VTC Spring3
2013 Development of a human-like neurologic model to simulate the influences of diseases for neurologic examination training
abstract
Neurologic examination procedures require not only abundant knowledge but also prominent skills. During medical education and training, several methods will be put to use such as watching video, reading books, making use of the simulated patient (SP), and so on. These can help medical staffs, especially novices, to master the skills and accumulate experiences. To make up for the drawbacks of the above methods, such as lack of active interactions, limitation of multi-symptom reproductions, etc, the medical training simulators have been developed to improve training effectiveness. However, most of these simulators only mimic the symptoms. They have no the abilities to show the pathology of diseases. This limits the training effectiveness. In this paper, we propose an elbow robot named WKE-1(Waseda Kyotokagaku Elbow Robot No.1) for neurologic examination training as one part of the whole body patient robot named WKP (Waseda Kyotokagaku Patient). In this robot, we simulate various symptoms occurring during the examination of elbow force, biceps tendon reflex, involuntary action, and also make a physiological neurological model to simulate the pathology of the nervous system. Taking advantage of this robot, the trainee can get a systematic training on both the skills and knowledge. Finally, we take a set of experiments to verify our proposed mechanism and system. The experimental results lead to the consideration that the approach is worth following in further research.
Chunbao Wang 0001, Yohan Noh, Mitsuhiro Tokumoto, Terunaga Chihara, Yusuke Matsuoka, Hiroyuki Ishii, Salvatore Sessa 0001, Massimiliano Zecca, Atsuo Takanishi, Kazuyuki Hatake, Satoru Shoji
ICRA6
2013 System Level Performance Evaluation of Dynamic TDD and Interference Coordination in Enhanced Local Area Architecture
abstract
The Third Generation Partnership Project (3GPP) has been studying dynamic allocation of sub-frames to uplink or downlink in Time Division Duplex (TDD), since the Long Term Evolution (LTE) Rel. 11 timeframe. At the same time, 3GPP is also standardizing Enhanced Local Area (eLA) small-cell heterogeneous architectures for inclusion in 3GPP Rel. 12 as a solution offering high data rate to user terminals (UEs) along with high spatial reuse of spectrum. In this paper, we focus on a particular eLA architecture proposed by DOCOMO, called the Phantom Cell architecture, that has the option to support dynamic TDD. We evaluate the system performance of dynamic TDD in phantom cells and the corresponding inter-cell interference issues. Then we propose a frequency domain interference coordination technique for dynamic TDD in phantom cells. The superior performance of the proposed scheme over conventional frequency reuse technique and no interference coordination scenario is verified by system level simulations.
Bo Yu 0006, Hiroyuki Ishii, Liuqing Yang 0001
VTC Spring2
2013 Energy Efficiency in the Phantom Cell enhanced Local Area architecture
abstract
The Third Generation Partnership Project (3GPP) is presently standardizing Enhanced Local Area (eLA) small-cell heterogeneous architectures for inclusion in Long Term Evolution (LTE) Release 12 as a solution offering high data rate to user terminals (UEs) along with high system capacity through spatial reuse of spectrum. At the same time, Energy Efficiency (EE) is becoming an important metric in evaluating the next generation of small cell networks. In this paper, we focus on a particular eLA architecture proposed by DOCOMO, called the Phantom Cell architecture. We use results from stochastic geometry to compare the EE of the phantom cell architecture versus the baseline small cell network, defined as a conventional frequency division duplex (FDD) LTE pico-cell deployment that uses the same spectrum as the underlying macrocellular network.
Sayandev Mukherjee, Hiroyuki Ishii
WCNC2
2012 Mathematical modeling of robot-rat interaction for the analysis and modification of rat sociality
abstract
This paper proposes the use of a specific mathematical model to represent the relationship between rat behavior and sociality (degree of friendliness with the robot) in the robot-rat interaction system. To validate the model, we conducted social interaction test between a rat-like robot and real, live rats. A rat-like robot called WR-4 capable of generating friendly or neutral behaviors among rats serves as partner to the rats in the interaction. Meanwhile, we performed Principal Component Analysis to specify the mathematical model. The experimental results show that this mathematical model allows quantitative estimation of rat sociality. Likewise, the results reveal that rat sociality can be analyzed and modified in this robot-rat interaction system.
Hiroyuki Ishii, Shinichiro Konno, Shinichi Kinoshita, Atsuo Takanishi, Satoshi Okabayashi, Naritoshi Iida, Hiroshi Kimura
IROS2
2012 Development of an arm robot for neurologic examination training
abstract
Neurologic examination takes an important role in diagnosis of the nerve system diseases. Neurologic medical staffs, especially the novices, need to be trained on this skill. There are many methodologies which can help to accumulate experiences, such as watching video, reading books, making use of the simulated patient (SP), and so on. However, the best way is to practice on the real patient. All the above methods have their own drawbacks such as lack of active interactions, limitation of multi-symptoms' reproducing, etc. To improve the training effectiveness, an arm robot is proposed in this paper for neurologic examination training as one part of the whole body patient robot named Waseda Kyotokagaku Patient (WKP). In this robot, various symptoms of the elbow force, biceps tendon reflex, involuntary action, and so on, are simulated and shown to the trainee. Finally, a set of experiments was carried out to verify our proposed mechanism and control system. Three neurologists with over 30 years' experience were invited to show their opinions on the reproductions of patients' symptoms, and to discuss the results. The effectiveness of this system was confirmed. The experimental results lead to the consideration that the approach is worth following in further research.
Chunbao Wang 0001, Yohan Noh, Kazuki Ebihara, Terunaga Chihara, Mitsuhiro Tokumoto, Isamu Okuyama, Yusuke Matsuoka, Hiroyuki Ishii, Atsuo Takanishi, Kazuyuki Hatake, Satoru Shoji
IROS8
2012 Investigation on Rate Matching and Soft Buffer Splitting for LTE-Advanced Carrier Aggregation
abstract
In the LTE-Advanced downlink, carrier aggregation (CA) employing multiple component carriers (CCs) is an essential technique to achieve a target peak data rate of 1 Gbps. 3GPP RAN WG1 meeting decided to adopt one transport block (TB) per CC, where the TB is the unit of channel coding and hybrid automatic repeat request (HARQ). When CA is applied to an LTE-Advanced UE, the soft buffer which is used for HARQ packet combining must be equally split according to the number of CCs, where the soft buffer size is one of the factors to in defining the LTE-Advanced UE categories. When soft buffer splitting is applied to UEs in a lower UE category, the soft buffer size per CC may not be sufficient and the performance of the HARQ packet combining is not ensured. In this paper, we propose a rate-matching scheme for CA and a new receiver suited to this rate matching scheme. Using the proposed scheme, degradation in the HARQ throughput performance due to the soft buffer splitting can be avoided and the same rate-matching scheme can be applied irrespective of the number of CCs. Simulations results show that the proposed scheme always provides better performance than that for equal splitting rate-matching scheme that reuses Rel-8 LTE rate-matching scheme.
Kazuaki Takeda 0001, Yuta Sagae, Naoto Ohkubo, Hiroyuki Ishii
VTC Spring4
2011 Waseda Bioinstrumentation system WB-3 as a wearable tool for objective laparoscopic skill evaluation
abstract
Performing laparoscopic surgery requires several skills which have never been required for conventional open surgery, surgeons experience difficulties in learning and mastering these techniques. Various training methods and metrics have been developed in order to assess and improve surgeon's operative abilities. While these training metrics are currently widely being used, skill evaluation methods are still far from being objective in the regular laparoscopic skill education. This paper proposes a methodology of defining a model to objectively evaluate surgical performance and skill expertise in the routine laparoscopic training course. Our approach is based on the processing of kinematic data describing the movements of surgeon's upper limbs. An ultra-miniaturized wearable motion capture system (Waseda Bioinstrumentation system WB-3), therefore, has been developed to measure and analyze these movements. The skill evaluation model was trained by using the subjects' motion features acquired from WB-3 system and further validated to classify the expertise levels of the subjects with different laparoscopic experience. An experiment for training fundamental laparoscopic psychomotor skill was elaborated by using laparoscopic box trainer. Preliminary results show that, the proposed methodology can be efficiently used both for quantitative assessment of surgical ability, and for the discrimination between expert surgeons and novices.
Zhuohua Lin, Munenori Uemura, Massimiliano Zecca, Salvatore Sessa 0001, Hiroyuki Ishii, Luca Bartolomeo, Kazuko Itoh, Morimasa Tomikawa, Makoto Hashizume, Atsuo Takanishi
ICRA5
2011 Development of the airway management training system WKA-4: For improved high-fidelity reproduction of real patient conditions, and improved tongue and mandible mechanisms
abstract
In recent years advanced robotic technology has seen more use in the medical field to assist in the development of efficient training systems. Such training systems must fulfill the following criteria: they must provide quantitative information, must simulate the real-world conditions of the task, and assure training effectiveness. We developed Waseda Kyotokagaku Airway series to fulfill all of those requirements. The WKA series we had developed does not consider external appearance such as patient skin, or internal appearance such as the pharynx, larynx, and esophagus. Moreover, the tongue mechanism of the previous system can not precisely measure the force applied by medical devices and cannot simulate muscle stiffness. In addition, the mandible mechanism of the previous system could not adequately reproduce various airway difficulties or apply force control. For these reasons, we propose the WKA-4, which has high-fidelity simulated human anatomy, and we have improved the mechanism over the previous system. We have also attached a lung to the proposed system to improve simulation of the real-world conditions of the task. In this paper, we present how to design several organs with various embedded sensors and actuators, for a conventional patient model with high-fidelity simulated human anatomy. We also present the control system for the WKA-4. Finally, we present a set of experiments carried out using doctors as subjects, and they gave their valuable opinions about our system.
Yohan Noh, Kazuki Ebihara, Masanao Segawa, Kei Sato, Chunbao Wang 0001, Hiroyuki Ishii, Jorge Solis 0001, Atsuo Takanishi, Kazuyuki Hatake, Satoru Shoji
ICRA6
2011 Development of a robot which can simulate swallowing of food boluses with various properties for the study of rehabilitation of swallowing disorders
abstract
Many patients suffer from swallowing disorders (dysphagia). There are many treatments for these disorders, such as swallowing therapy, surgery, and dietary modification. In our study, we focuse on dietary modification, a common approach. Normally, the swallowing is affected by food bolus properties such as hardness, stickiness and rheological characteristics, and dietary modifications can prevent swallowing disorder patients from suffering dysphagia (aspiration), as well as promote good nutrition. Based on these facts, our goal is to find foods which do not cause dysphagia, and develop food for swallowing disorder patients accordingly. Therefore, we are proposing an in-vitro Dynamic VFSS (Video Fluorographic Swallowing Study) simulation system which uses advanced robotics technology to mimic the dynamic process of swallowing and monitors the status and movement of the food bolus inside the system, for objective evaluation of the swallowing process. The dynamic VFSS simulation system consists of a head, mandible, neck, tongue, pharynx, and larynx which reproduce human anatomy. It is driven by 16 actuators with wire driving mechanisms. In this paper, we will present the dynamic VFSS simulation unit in detail. In addition, we will detail a set of the experiments carried out to determine whether food bolus properties can affect dysphagia or not. To observe the movement of the food bolus, we use a Video Fluoroscopy (VF) unit. The results of the experiments show that thickened boluses have a tendency to leave residue in the epiglottic vallecula. In contrast, liquids cause less residue, and increase the risk of dysphagia (aspiration). Moreover, this study shows that the frontal image, as well as the lateral image, is important for evaluating residual food in the oral- pharyngeal space.
Yohan Noh, Masanao Segawa, Kei Sato, Chunbao Wang 0001, Hiroyuki Ishii, Jorge Solis 0001, Atsuo Takanishi, Akitoshi Katsumata, Yukihiro Iida
ICRA5
2011 Towards high-level, cloud-distributed robotic telepresence: Concept introduction and preliminary experiments
abstract
In this paper we propose the basic concept of a tele-presence system for two (or more) anthropomorphic robots located in remote locations. As one robot interacts with a user, it acquires knowledge about the user's behavior and transfers this knowledge to the network. The robot in the remote location accesses this knowledge and according to this information emulates the behavior of the remote user when interacting with its partner. The behavioral patterns are grouped into macro-behavior units (maBUs) and mirco-behavior units (miBUs). maBUs carry information that is specific to a person-to-person communication. miBUs are commonly used behavior patterns within a certain cultural environment (e.g. handshake, bow etc). maBUs are usually chains of miBUs. miBUs are chains of expression actions (e.g. gesture, facial expression etc.). The idea behind this is, that human communication contains several levels or layers of information exchange. This to be emulated by implementing the concept of miBUs and maBUs. We present a preliminary application of this concept to a musical context. The rhythmic motion of a drum-stick during the performance of a drum rhythm by a musician is recorded by a inertial measurements unit and transmitted between two far distance locations (Waseda University in Japan and Karlsruhe Institute of Technology in Germany) using three different transmission methods: direct raw data transmission, miBU based transmission and maBU-based transmission. We present experimental results that show quantitative data to evaluate the suitability of our approach, with the overall goal to implement a telepresence system of larger scale.
Klaus Petersen, Kotaro Fukui, Zhuohua Lin, Nobutsuna Endo, Kazuki Ebihara, Hiroyuki Ishii, Massimiliano Zecca, Atsuo Takanishi, Tamim Asfour, Rüdiger Dillmann
RO-MAN6
2011 Investigation on Mobility Management for Carrier Aggregation in LTE-Advanced
abstract
In Long-Term Evolution-Advanced (LTE-A), which is currently in the process of standardization in the 3rd generation partnership project (3GPP), carrier aggregation (CA) was introduced as a main feature for bandwidth extension while maintaining backward compatibility with LTE Release 8 (Rel. 8). In the CA mode of operation, since two or more component carriers (CCs), each of which is compatible with LTE Rel. 8, are aggregated, mobility management for CCs such as inter/intra-frequency handover, CC addition, and CC removal is needed to provide sufficient coverage and better overall signal quality. Therefore, the signaling overhead for Radio Resource Control (RRC) reconfiguration for the mobility management of CCs in LTE-A is expected to be larger than that in LTE Rel. 8. In addition, CA allows aggregation of cells with different types of coverage, and therefore, the signaling overhead might be dependent on the coverage of each CC assumed in a CA deployment scenario. This paper presents evaluation results on the CC control overhead with several CC management policies in some CA deployment scenarios, and shows that the increase in the control overhead is not significant even in a CA deployment scenario with overlaid picocells.
Kengo Yagyu, Takeshi Nakamori, Hiroyuki Ishii, Mikio Iwamura, Nobuhiko Miki, Takahiro Asai, Junichiro Hagiwara
VTC Fall3
2010 Development of experimental setup to create novel mental disorder model rats using small mobile robot
abstract
The number of patients with mental disorders is increasing in advanced countries. Many researchers are working to develop mental disorder model animals that contribute to development of new psychotropic drugs. However, we have some doubts about conventional mental disorder models. Therefore, the purpose of this study is to develop an experimental setup to create novel mental disorder model animals. We then developed a small mobile robot and a control system for the robot. Using them, we performed an experiment to develop a mental disorder model rat. In the experiment, we succeeded in developing a new depression model rat and also high activity model rat. These disorder models must be useful in the screening of new psychotropic drugs. In addition, the methodology we developed in this research will contribute to clarifying mechanisms of mental disorders.
Hiroyuki Ishii, Yuichi Masuda, Shunsuke Miyagishima, Shogo Fumino, Atsuo Takanishi, Satoshi Okabayashi, Naritoshi Iida, Hiroshi Kimura, Yu Tahara, Akiko Hirao, Shigenobu Shibata
IROS1
2010 Development of Patient Scenario Generation which can reproduce characteristics of the patient for simulating real-world conditions of task for airway management training system WKA-3
abstract
Recently, in medical field, different training methods for medical staff have been proposed. However, the lack of knowledge on the real improvements of trainees makes difficult the real effectiveness of those proposed methods. Therefore, we are proposing an Active Training system for the effective medical training. The Active training system is characterized by providing quantitative information of the trainee's performance of the task to the trainee, simulating real-world conditions of the task, and assuring training effectiveness. In order to fulfill each of these characteristics, we have developed Waseda Kyotokagaku Airway No.3 (WKA-3) which makes it possible to obtain quantitative information for the trainee's performance and reproduce the various cases, individual differences for the airway difficulties for the simulating real-world conditions of the task. In this paper, we are proposing a patient scenario generation which can reproduce the characteristics of the patient simulating real-world conditions of the task for WKA-3. In emergent situation or surgical operation, the characteristics of patients are presented in the three parameters such as: patient initial conditions, time variant status change, and reflex action. By adjusting, and combining each of the three parameters, we can reproduce the various patient scenarios. In this paper, we also state how to generate the Patient Scenario Generation using the position control and virtual compliance control. Finally, a set of experiments has been carried out to the doctor subjects in order to verify effectiveness of the proposed Patient Scenario Generation, and discuss the doctors about the result of the experiments.
Yohan Noh, Akihiro Shimomura, Kei Sato, Masanao Segawa, Hiroyuki Ishii, Jorge Solis 0001, Atsuo Takanishi, Kazuyuki Hatake
IROS5
2010 Development of the airway management training system WKA-3: Integration of evaluation module to provide assessment of clinical competence and feedback module to reproduce different cases of airway difficulties
abstract
An active training system is characterized by providing quantitative information of the trainee's performance of the task to the trainee, simulating real-world conditions of the task, and assuring training effectiveness. For this purpose, the authors have been developing an Airway management training system. In particular, we have previously presented an evaluation model system to acquire quantitative information for the trainee's performance, and an actuated model system for real-world conditions of the task. In order to fulfill all of the characteristics of the active training system; in this paper, we would like to propose an integrated system, Waseda Kyotokagaku Airway No.3 (WKA-3) which integrates the function of both system models. For this reason, we have focused on embedding sensors and actuators with the link drive mechanism and the wire drive mechanism to a conventional patient model towards the development of a patient robot. In this paper, we present WKA-3 how to design the mechanism and how to redesign several organs to embed the sensors for the measurement of the trainee's performance. A set of experiment have been carried out to doctor subjects using the WKA-3 to verify the effectiveness of the proposed system by asking doctors to evaluate the proposed system.
Yohan Noh, Akihiro Shimomura, Kei Sato, Masanao Segawa, Hiroyuki Ishii, Jorge Solis 0001, Atsuo Takanishi, Kazuyuki Hatake
IROS5
2010 Development of a novel quadruped mobile robot for behavior analysis of rats
abstract
In the domain of psychology and medical science, many experiments have been conducted referring to research on animal behaviors, to study the mechanism of mental disorders and to develop psychotropic drugs to treat them. Rodents such as rats are often chosen as experimental subjects in these experiments. However, according to some researchers, the experiments on social interactions using animals are poorly- reproducible. Therefore, we consider that the reproducibility of these experiments can be improved by using a robotic agent that interacts with an animal subject. We have developed a novel quadruped rat-inspired robot, the WR-2 (Waseda Rat No.2), based on the dimension and body structure of a mature rat. It is capable of reproducing the behaviors such as walking, mounting, rearing and grooming of the rat.
Shunsuke Miyagishima, Shogo Fumino, Hiroyuki Ishii, Atsuo Takanishi, Cecilia Laschi, Barbara Mazzolai, Virgilio Mattoli, Paolo Dario
IROS4
2009 Development of the airway management training system WKA-2 designed to reproduce different cases of difficult airway
abstract
The emerging field of medical robotics aims to introduce intelligent tools to assist a physician. The main challenges for developing efficient medical robotic training systems are simulating real-world conditions of the task and assuring training effectiveness. High anatomic fidelity has been achieved in current systems. However, those training systems are designed to reproduce specific conditions of the task (passive training). In this research, we are focusing in developing an airway management training systems designed to reproduce various cases of difficult airway. Such difficulties (i.e. restricted mouth opening, various shapes of oral cavity including tongue swallowing, etc) may provoke traumas on different organs of the patient during an emergency situation. For this purpose, the authors have proposed the development of more advanced training tools. For this purpose, we have focused in embedding sensors and actuators to a conventional patient model towards the development of a patient robot (in previous research, authors have presented the evaluation model which embeds sensors). In this paper, we present an airway training system which embeds actuators into a mannequin. In particular, the mechanism design of the Waseda Kyotokagaku Airway No.2 (WKA-2) is detailed. The WKA-2 is composed of twelve active and one passive degrees of freedom; which are designed to reproduce the various cases of difficult airway. For this purpose, the WKA-2 reproduces the human muscles around the upper airway based on a wire driving mechanisms (a total of sixteen wires are used). In particular, the head of the model is composed of a tongue and mandible with translational and rotational movements around kinematic axis. In addition, we present the details of the kinematic model of WKA-2 which enable the robot to reproduce the airway difficulties. Finally, we presented the design of a tension sensor designed to measure the applied tension on each of the wire driving mechanism of WKA-2. As preliminary experiments, we reproduce several cases of difficult airways using WKA-2.
Yohan Noh, Masanao Segawa, Akihiro Shimomura, Hiroyuki Ishii, Jorge Solis 0001, Atsuo Takanishi, Kazuyuki Hatake
ICRA4
2009 Quantitative assessment of the surgical training methods with the suture/ligature training system WKS-2RII
abstract
The emerging field of medical robotics is aiming in introducing intelligent tools to perform medical procedures. In particular, robotic researchers have been proposed advanced medical training systems to enhance motor dexterities of trainees. An efficient medical training system should be designed to simulate real-world conditions and to assure their effectiveness as the representation of the motor skills often differs among trainees. Up to now, several training simulators have been developed by medical companies designed to reproduce with high fidelity the human body. However, such devices are not designed to provide any information to trainees. Therefore, we have proposed the development of a patient robot which embeds sensors and actuators into a conventional human model. Due to its complexity, as a first approach; we are presenting the development of a suture training system designed to simulate the real-world task conditions as well as providing quantitative assessments. In particular; the Waseda-Kyotokagaku Suture No.2 Refined II is presented, which includes a new evaluation function to provide more detailed information of the task. A set of experiments were proposed to analyze the performance of trainees. From the experimental results, we could confirm its effectiveness to detect differences of the performance of trainees.
Jorge Solis 0001, Nobuki Oshima, Hiroyuki Ishii, Noriyuki Matsuoka, Atsuo Takanishi, Kazuyuki Hatake
ICRA3
2008 Integration of an evaluation function into the suture/ligature training system WKS-2R
abstract
Up to now, there is no widely accepted quantitative evaluation scheme. Nowadays, an objective structured clinical examination has been proposed as a modern type of examination often used in medicine to test skills such as medical procedures, etc. The assessment of skills is realized by practical exams, in which students are evaluated by experienced examiner using a check list. However, the examiner lacks of information which cannot be obtained trough the simple observation of the task. Thanks to the advances in robot technology in embedded systems, etc.; more advanced evaluation tools can be conceived. For this reason, at Waseda University, we have proposed the development of a patient robot as an advanced evaluation tool to provide more detailed information of the task. As a first approach of our long-term research target, we have proposed the development of a suture/ligature training system which provides quantitative information of the movement of a dummy skin as well as information of the quality of task. In this paper; we describe the functionalities of the newest version, the Waseda-KyotoKagaku Skin No.2 Refined (WKS-2R), which has been designed to provide quantitative information of the task. In addition, we are proposing a new evaluation function which includes performance indexes and weighting coefficients. As a first approach, the weighting coefficients were determined by using the discriminant analysis. A set of experiments were proposed to confirm the effectiveness of the proposed evaluation function. From the preliminary results, the evaluation function was useful in detecting differences among different levels of expertise as well as detecting improvements during the training process by computing the learning curve.
Nobuki Oshima, Jorge Solis 0001, Hiroyuki Ishii, Noriyuki Matsuoka, Kazuyuki Hatake, Atsuo Takanishi
ICRA3
2007 Development of autonomous experimental setup for behavior analysis of rats
abstract
Experiments on animals has been playing very important part in psychology, medical science, genetics and brain science. Rodents are one of the most popular experimental subjects in these experiments. In psychology and brain science, behavior test and analysis on rodents, especially rats, has been performed to clarify mechanisms of mind or brain functions. "Open-field test" is one of the most popular research methods to investigate their behavior. In the "open-field test," rats are released into the "open-field," circle or square, flat arena surrounded by walls, and their behavior parameters such as position, moving distance, number of grooming and rearing are measured. With conventional experimental setups, these parameters has been measured and recorded by humans. Observing and recording are heavy task for experimenters, and also involves some human errors and subjectivity. Therefore, we developed an autonomous experimental setup which measures rats' position, number of grooming and rearing in the open-field. In addition, an active tracking camera which takes high resolution images of the rat in the open-field was developed. To prevent losing tracks of the rat, a prediction model of rat's movement is developed and integrated into the control of this camera.
Hiroyuki Ishii, Motonori Ogura, Shunji Kurisu, Atsushi Komura, Atsuo Takanishi, Naritoshi Iida, Hiroshi Kimura
IROS1
2007 Development of the airway management training system WKA-1 designed to embed arrays of sensors into a conventional mannequin
abstract
Airway management is provided by emergency medical technicians or anesthetists in order to save unconscious patients who are unable to breathe. Even though it is a basic technique, many accidents may occur when the procedure is not provided followed. In order to avoid any risks to patients, emergency medical technicians are required to practice airway management using training devices such as mannequins; which are designed to accurately reproduce the human anatomy. However, such training devices do not provide any quantitative information about the learning progress of trainees (passive training). For that purpose, we have proposed the development of a airway management training system which is designed to embed array of sensors so that quantitative information of trainees' performance can be acquired. In this paper, we are presenting the Waseda-KyotoKagaku airway No. 1 (WKA-1). The WKA-1 consists of three different kinds of array of sensors which are embedded into a conventional mannequin. In order to embed the array of sensors, we have simplified the design of some of the simulated organs (upper airway, oral cavity, tongue and teeth) of the mannequin. A set of evaluation parameters were proposed based on the information collected through the sensors. A set of experiments were proposed to experimentally verify the effectiveness of the proposed evaluation parameters to quantitatively detect differences among different levels of skills (anesthetists and unskilled persons).
Yohan Noh, Koji Nagahiro, Yu Ogura, Hiroyuki Ishii, Jorge Solis 0001, Kazuyuki Hatake, Atsuo Takanishi
IROS4
2005 Experimental Study on Automatic Learning Speed Acceleration for a Rat using a Robot
abstract
we would like to clarify the basic factors necessary for a symbiosis between creatures and robots through the interaction experiments between rats and robots. In our previous studies, we developed a robot involving two levers and conditioned the rat to push these levers to obtain food by experimenter’s teaching. In this paper, we try to condition the rats to push the levers on the robot to obtain food by the robot autonomously showing its functions without experimenter’s teaching. On animal psychology, “shaping” is used to condition animals to perform difficult or complex behavior that would rarely occur spontaneously. By importing the concept of “shaping,” we developed an operational pattern generation algorithm for the robot that enabled it to autonomously operate to show the rats its function. We then conducted an interaction experiment for evaluating this algorithm and confirmed the effectiveness of it. Thus, we proposed to import the concept of “shaping” into robot’s behavior generation to enable it to autonomously show creatures its functions.
Hiroyuki Ishii, Masaki Nakasuji, Motonori Ogura, Hiroyasu Miwa, Atsuo Takanishi
ICRA1
2005 Field Experiment Results of User Throughput Performance in WCDMA HSDPA
abstract
High-speed downlink packet access (HSDPA) is specified in the 3rd generation partnership project (3GPP) to cope with the increasing demand for high-speed Internet-based multimedia services. This paper presents field experimental results of the user throughput performance in HSDPA to clarify the effects of the maximum number of multi-codes, transmit diversity, and advanced user equipment (UE) such as receive diversity and a chip equalizer. The field experimental results show that 15-multi-code UE, transmit diversity, and receive diversity achieve the peak throughput of 6.5, 8.5, and 10.2 Mbps, respectively, at the average moving speed of 30 km/h in an actual multi-path fading propagation channel, and the average received signal-to-interference power ratio (SIR) is 24 dB. Furthermore, the results show that transmit diversity, receive diversity, and the chip equalizer can improve the average throughput to 27.0%, 54.6%, and 12.8%, respectively, compared to the conventional single antenna Rake receiver when the average received SIR is 16.3 dB.
Yousuke Iizuka, Takeshi Nakamori, Hiroyuki Ishii, Shinya Tanaka, Shinsuke Ogawa, Koji Ohno
PIMRC3
2005 OFDM Blind Parameter Identification in Cognitive Radios
abstract
In this paper we introduce a blind parameter identification algorithm for Orthogonal Frequency Division Multiplexing (OFDM) signals. The algorithm correlation-based processes automatically estimate all parameters of OFDM signals with a blind process that works from a limited amount of data without any prior information. We also derive novel identification performances of algorithms under various conditions, assuming actual conditions in feasible systems: data offset, AWGN, frequency offset, and fading channels. The algorithm is essential for two systems: first, Cognitive Radios, one of the most exciting being radios that change fundamental parameters frequently to provide high throughput and high quality of services; and, second, Radio Monitoring Systems that detect illegal signals transmitted by unlicensed devices.
Hiroyuki Ishii, Gregory W. Wornell
PIMRC1
2004 Experimental Study on Interaction between a Rat and a Rat-robot based on Animal Psychology - Analysis of Basic Factors Necessary for a Symbiosis between the Rat and the Robot
abstract
We clarify the basic factors necessary for a symbiotic relationship between humans and robots. However, evaluating interaction between humans and robots is difficult due to a number of uncertain factors in human communication. Therefore, less sophisticated creatures, rats, were first selected, and we conducted interaction experiments between rats and robots. In our previous studies, we could not conduct these experiments for over 2 hours. We then developed a new experimental system to conduct the experiments without time restrictions. Using this system, we conducted two interaction experiments. In one experiment, the robot, meeting a rat's request, could live symbiotically with the rat. In the other experiment, the robot, behaving sequentially without having met the rat, could control the rat. This paper investigates the factors for a symbiotic relationship between a rat and a robot by comparing the two experiments.
Hiroyuki Ishii, Tomohide Aoki, Masaki Nakasuji, Hiroyasu Miwa, Atsuo Takanishi
ICRA1
2003 Automatic modulation identification for linear digital modulation
abstract
We have developed an adaptive receiver improved by a function which automatically identifies the modulation mode from many kinds of modulation modes. Several tests were carried out for the evaluation by PC simulation, under laboratory environment, under outdoor environment. By the evaluation tests, identification probability of 90% or better was acquired at S/N = 6 dB for BPSK, S/N = 6 dB for QPSK, S/N = 6 dB for 8PSK, S/N = 6 dB for pi/4 shift QPSK and S/N = 4 dB for 16QAM. The identification probability of the proposed algorithm was almost same under both of static and dynamic environment, although the dynamic environment was influenced by fading and multipass phenomena, etc.
Haruhiko Hosoya, Takaaki Kamisawa, Masahiro Kuroda, Hiroyuki Ishii, Takanao Suzuki, Shoichiro Kawamura
PIMRC4
2003 Automatic modulation identification for non-linear digital modulation (based on software radio techniques)
abstract
We implemented indoor and outdoor evaluation tests on the developed modulation mode identification algorithm using a experiment system with software radio techniques. In the indoor evaluation test, identification probability test was executed on S/N and fading conditions. As the result, it was confirmed that modulation mode identification probability of 90% or better was achievable at S/N /spl ges/ 1 dB for FSK, S/N /spl ges/ 13 dB for MSK, and S/N /spl ges/ 9 dB for GMSK (BbT=0.3 dB). Additionally, it was confirmed from identification test results on GMSK that identification probability deteriorates as BbT product decreases. Furthermore, it was confirmed that modulation mode can be identified under the fading environment with Rayleigh fading 50 Hz. In the outdoor evaluation test, the test source was mounted on a vehicle and identification probability test was executed. Its result showed that identification probability of 94% or better was possible with the proposed algorithm under the dynamic environment where it was influenced of fading and multipath.
Hiroyuki Ishii, Takanao Suzuki, Haruhiko Hosoya, Takaaki Kamisawa
PIMRC1
2002 Modulation parameter measurement method for CPFSK (based on software defined radio)
abstract
A modulation parameter measurement algorithm used as support algorithm of automatic modulation identification algorithms in a radiowave monitoring system is described. Precise and fast measurement methods which measure modulation parameters, such as modulation index and the baseband filter's B/sub b/T product, are proposed. Because of the trade off of precision and process speed of modulation parameter measurement, the results of the most suitable sampling rate on the basis of experimental verifications are described.
Haruhiko Hosoya, Takaaki Kamisawa, Masahiro Kuroda, Hiroyuki Ishii, Takanao Suzuki, Shoichiro Kawamura
PIMRC4
2002 An adaptive receiver based on software defined radio techniques
abstract
We developed an identification algorithm that can distinguish twelve kinds of modulation modes using a blind process aimed at automatic identification of unknown modulated signals. We also developed an adaptive receiver, installed this algorithm, and we carried out an experiment to evaluate the receiver's ability. By the result of the validation experiment, for linear digital modulation modes with S/N /spl ges/ 3 dB, for GMSK of nonlinear digital modulation modes with S/N /spl ges/ 18 dB, and for the FM of analog modulation modes with S/N /spl ges/ 12 dB, we got a performance of identification probability of over 90 % respectively. Furthermore, based on the identification results, we evaluated the adaptive demodulation process by using the developed system and confirmed its effectiveness.
Hiroyuki Ishii, Shoichiro Kawamura, Takanao Suzuki, Masahiro Kuroda, Haruhiko Hosoya, H. Fujishima
PIMRC1