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Florian Loeffl

dblp:192/7088 · also Florian Christoph Loeffl · DBLP profile ↗
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5ranked-venue papers
0as first author
2since 2021 · last 2022
0000-0002-6914-5414ORCID · verified

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

Artificial intelligence and machine learning · 4 · 1 since 2021Systems, architecture and hardware · 4 · 1 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 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.

Artificial intelligence
3 papers
Motion planning and robot control · 82% Legged, aerial and field robots · 10% Robot manipulation · 8%
Computer architecture, parallel and distributed computing, and storage systems
1 paper
Embedded and real-time systems · 100%

Topics — the 8 heaviest of 8, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Motion planning and robot control
robot control
1.232022
Passive Impedance Control of Robots With Viscoelastic Joints Via Inner-Loop Torque Control · IEEE Trans. Robotics 2022
A Coordinate-based Approach for Static Balancing and Walking Control of Compliantly Actuated Legged Robots · ICRA 2019
Enhancing joint torque control of series elastic actuators with physical damping · ICRA 2017
Robotics › Motion planning and robot control › robot control
torque control
0.922022
Passive Impedance Control of Robots With Viscoelastic Joints Via Inner-Loop Torque Control · IEEE Trans. Robotics 2022
Enhancing joint torque control of series elastic actuators with physical damping · ICRA 2017
Robotics › Motion planning and robot control › robot control
impedance control
0.612022
Passive Impedance Control of Robots With Viscoelastic Joints Via Inner-Loop Torque Control · IEEE Trans. Robotics 2022
Robotics › Motion planning and robot control › robot control › stabilization control
equilibrium point control
0.412019
A Coordinate-based Approach for Static Balancing and Walking Control of Compliantly Actuated Legged Robots · ICRA 2019
Robotics › Legged, aerial and field robots › legged robots
legged robot locomotion
0.412019
A Coordinate-based Approach for Static Balancing and Walking Control of Compliantly Actuated Legged Robots · ICRA 2019
Robotics › Robot manipulation › actuator design › compliant actuator
series elastic actuator control
0.312017
Enhancing joint torque control of series elastic actuators with physical damping · ICRA 2017
Embedded and real-time systems
actuator design
0.212022
Passive Impedance Control of Robots With Viscoelastic Joints Via Inner-Loop Torque Control · IEEE Trans. Robotics 2022
Robotics › Motion planning and robot control › robot control
compliant motion control
0.112017
Enhancing joint torque control of series elastic actuators with physical damping · ICRA 2017

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

passivity analysis · 1.1lyapunov stability analysis · 1.1coordinate-based control · 0.4constraint formulation · 0.4physical damping · 0.3disturbance observer · 0.3PI control · 0.3
YearPublicationVenuePosition
2022 Passive Impedance Control of Robots With Viscoelastic Joints Via Inner-Loop Torque Control
abstract
This article presents passive impedance control of flexible joint robots (FJRs) via inner-loop torque control of elastic joints. However, according to our theoretical analysis, the torque control methods of series elastic actuators (SEAs) are often limited by the fact that the acceleration signals are amplified by the control gains. Since the acceleration signals are often affected by differentiation noise, the analysis may become invalid in practice. To alleviate this limitation, we propose the use of the so-called series viscoelastic actuator (SvEA), which significantly reduces the acceleration amplification. Consequently, in contrast to the SEA case, the theoretical analysis of an SvEA-based FJR is valid in real implementations. We would like to highlight the fact that the theoretical analysis (more specifically, passivity analysis) is performed for nonlinear robot dynamics without linearization. As a result, the passive impedance controller can be realized more robustly with enhanced inner-loop torque control.
Minjun Kim 0003, Alexander Werner, Florian Loeffl, Christian Ott 0001
IEEE Trans. Robotics3
2021 Embedding a Nonlinear Strict Oscillatory Mode into a Segmented Leg
abstract
Robotic legs often lag behind the performance of their biological counterparts. The inherent passive dynamics of natural legs largely influences the locomotion and can be abstracted through the spring-loaded inverted pendulum (SLIP) model. This model is often approximated in physical robotic legs using a leg with minimal mass. Our work aims to embed the SLIP dynamics by using a nonlinear strict oscillatory mode into a segmented robotic leg with significant mass, to minimize the control required for achieving periodic motions. For the first time, we provide a realization of a nonlinear oscillatory mode in a robotic leg prototype. This is achieved by decoupling the polar task dynamics and fulfilling the resulting conditions with the physical leg design. Extensive experiments validate that the robotic leg effectively embodies the strict mode. The decoupled leg-length dynamic is exhibited in leg configurations corresponding to the stance and flight phases of the locomotion task, both for the passive system and when actuating the motors. We additionally show that the leg retains this behavior while performing jumping in place experiments.
Anna Sesselmann, Florian Loeffl, Cosimo Della Santina, Máximo A. Roa, Alin Albu-Schäffer
IROS2
2019 A Coordinate-based Approach for Static Balancing and Walking Control of Compliantly Actuated Legged Robots
abstract
The paper addresses the static balancing and walking of elastically actuated legged robots. The control is realized by commanding the motor positions only and exploiting the bijective relation between motor and link positions at equilibrium under static external forces. The approach is formulated in a quite general framework first. The main implementation contribution is the definition of a body coordinate system and of an appropriate set of constraints, which leads to a fully determined system of equations. In addition to the desired COM and the vertical foot positions, which are defined by the walking task and the terrain, the imposed constraints are related to distances between individual legs. The controller is experimentally validated on a compliantly actuated quadruped.
Dominic Lakatos, Yuri Federigi, Thomas Gumpert, Bernd Henze, Milan Hermann, Florian Loeffl, Florian Schmidt 0001, Daniel Seidel, Alin Albu-Schäffer
ICRA6
2018 Structure preserving Multi-Contact Balance Control for Series-Elastic and Visco-Elastic Humanoid Robots
abstract
This paper proposes an integration of multi-body and actuator control for multi-contact balancing for robots with highly elastic joints. Inspired by the structure preserving control concept for series-elastic fixed-base robots, the presented approach aims to minimize the control effort by keeping the system structure intact. Balancing on multiple contacts requires to solve the force distribution problem. In locomotion, contacts change quickly, requiring a swift redistribution of contact forces. This is a challenge for elastic robots as the actuator dynamics and limits prevent instantaneous changes of contact forces. The proposed dynamically consistent force distribution is implemented as a model predictive controller which resolves redundancy while complying with contact force and actuator constraints.
Alexander Werner, Bernd Henze, Manuel Keppler, Florian Loeffl, Sigrid Leyendecker, Christian Ott 0001
IROS4
2017 Enhancing joint torque control of series elastic actuators with physical damping
abstract
This paper presents that the joint torque control capability can be enhanced by adding physical damper to a series elastic actuator (SEA). Joint torque tracking of standard SEA has known limitations that the torque dynamics has an relative order of two, and, as a consequence, the torque controller often requires acceleration feedback when the desired torque is defined by a function of velocity (for example, compliance control). This limitation can be removed by introducing physical damping, reducing the relative degree of torque dynamics by one. Based on this observation, we design a robust controller using the disturbance observer technique. The resulting control law is given by a feed-forward term combined with PI control. The proposed controller is verified in simulation and experiment.
Minjun Kim 0003, Alexander Werner, Florian Loeffl, Christian Ott 0001
ICRA3