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Jakub Kolodziejski

dblp:222/8026 · DBLP profile ↗
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8ranked-venue papers
0as first author
3since 2021 · last 2024
0009-0006-4378-1435ORCID · corroborated

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

Computer networks · 8 · 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.

Computer networks
5 papers
Physical-layer communications · 45% Wireless networking · 22% Cellular and mobile networks · 14%
Human-computer interaction and pervasive computing
2 papers
Ubiquitous computing and smart environments · 54% Health and well-being technologies · 46%

Topics — the 12 heaviest of 16, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Cellular and mobile networks
millimeter-wave communication
0.922024
Demo: Experimentation with Mobile 28 GHz Phased Array Antenna Modules · MobiCom 2024
Challenge: COSMOS: A city-scale programmable testbed for experimentation with advanced wireless · MobiCom 2020
Wireless networking › wireless link
full-duplex wireless
0.822020
Remote experimentation with open-access full-duplex wireless in the COSMOS testbed · MobiCom 2020
Experimentation with Full-Duplex Wireless in the COSMOS Testbed · ICNP 2019
Physical-layer communications › interference cancellation
self-interference cancellation
0.822020
Remote experimentation with open-access full-duplex wireless in the COSMOS testbed · MobiCom 2020
Experimentation with Full-Duplex Wireless in the COSMOS Testbed · ICNP 2019
Physical-layer communications › beamforming › beam training
beam scanning
0.812024
Demo: Experimentation with Mobile 28 GHz Phased Array Antenna Modules · MobiCom 2024
Physical-layer communications › beamforming › beamforming design › beampattern design
beam steering
0.812024
Demo: Experimentation with Mobile 28 GHz Phased Array Antenna Modules · MobiCom 2024
Wireless sensing and localization
RF sensing
0.412020
Investigating the biological impacts of radio transmissions: poster abstract · SenSys 2020
Health and well-being technologies › chronic illness management
medication adherence
0.412019
Patient identification using a smart pill-bottle: poster abstract · SenSys 2019
Physical-layer communications
software-defined radio
0.322024
Demo: Experimentation with Mobile 28 GHz Phased Array Antenna Modules · MobiCom 2024
Experimentation with Full-Duplex Wireless in the COSMOS Testbed · ICNP 2019
Physical-layer communications › equalization
frequency-domain equalization
0.112020
Remote experimentation with open-access full-duplex wireless in the COSMOS testbed · MobiCom 2020
Internet of things and sensor networks › wireless sensor network
sensor deployment
0.112020
Investigating the biological impacts of radio transmissions: poster abstract · SenSys 2020
Internet of things and sensor networks › wireless sensor network
testbed
0.112020
Remote experimentation with open-access full-duplex wireless in the COSMOS testbed · MobiCom 2020
Wireless networking
testbed experimentation
0.112019
Experimentation with Full-Duplex Wireless in the COSMOS Testbed · ICNP 2019

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

software-defined radio · 0.9RF self-interference cancellation · 0.8text-to-speech · 0.5speech-to-text · 0.5speech interface · 0.5experimental design · 0.4support vector machine · 0.4frequency-domain equalization · 0.4classification · 0.4
YearPublicationVenuePosition
2024 Demo: Experimentation with Mobile 28 GHz Phased Array Antenna Modules
abstract
We present experiments using mobile 28 GHz Phased Array Antenna Modules (PAAMs), demonstrating their ability to perform beam steering with high granularity. The mobile node contains a 64-element IBM 28 GHz PAAM along with a USRP software defined radio, allowing for configuration of the transmit/receive (TX/RX) parameters. These parameters include beam shape, beam steering, and duty cycling. We demonstrate the capabilities of the mobile PAAMs by forming a wireless OFDM link between two mobile PAAMs. We then showcase the beam steering capabilities of the PAAM by performing beam sweeping on the RX PAAM to find the angle of arrival from the TX PAAM. A simple graphical user interface is presented for configuring the PAAMs. A tutorial is available online for users interested in experimentation with 28 GHz PAAMs*.
Prasanthi Maddala, Jakub Kolodziejski, Abhishek Adhikari, Kevin Hermstein, Liao Zhu, Tingjun Chen, Ivan Seskar, Gil Zussman
MobiCom2
2023 Open-access millimeter-wave software-defined radios in the PAWR COSMOS testbed: Design, deployment, and experimentation
Tingjun Chen, Prasanthi Maddala, Panagiotis Skrimponis, Jakub Kolodziejski, Abhishek Adhikari, Hang Hu 0008, Zhihui Gao, Arun Paidimarri, Alberto Valdes-Garcia, Myung J. Lee, Sundeep Rangan, Gil Zussman, Ivan Seskar
Comput. Networks4
2021 A smart agent guided contactless data collection system amid a pandemic
abstract
The COVID-19 pandemic has impacted academic life in different ways. In the mobile and pervasive computing community, there was a struggle on data collection for the evaluation of human-sensing systems. An automated and contactless solution to collect data from users at home is one way that can help in the continuation of user-centric studies. In this poster, we present a portable system for remote, in-home data collection. The system is powered by a Raspberry Pi© and input peripherals (a camera, a microphone, and a wireless receiver). Our system uses a speech interface for text-to-speech and speech-to-text conversions. The system acts as a voice-based "smart agent" that guides the user during an experiment session. We aim to use our system to collect data from a set of smart pill bottles that we previously designed for medication adherence monitoring [1] and user identification [3].
Murtadha Aldeer, Justin Yu, Tahiya Chowdhury, Joseph Florentine, Jakub Kolodziejski, Richard E. Howard, Richard P. Martin, Jorge Ortiz 0001
MobiSys5
2020 Remote experimentation with open-access full-duplex wireless in the COSMOS testbed
abstract
To support experimentation with full-duplex (FD) wireless, we recently integrated two FlexICoN Gen-2 wideband FD radios in the open-access, city-scale NSF PAWR COSMOS testbed. Each integrated FD radio consists of an antenna, a customized Gen-2 RF self-interference (SI) canceller box, a USRP software-defined radio, and a remotely accessible compute node. The RF SI canceller box includes an RF canceller printed circuit board which emulates an integrated circuit implementation based on the technique of frequency-domain equalization. The Gen-2 canceller box can achieve up to 50 dB RF SI cancellation across 20MHz bandwidth. In this demo, we present the design and implementation of the open-acccess, remotely accessible FD radios that are integrated in the indoor COSMOS Sandbox 2 at Columbia University. We also demonstrate example experiments that are available to researchers, where demo participants can observe the visualized performance of the open-access FD radios.
Manav Kohli, Tingjun Chen, Jackson Welles, Mahmood Baraani Dastjerdi, Jakub Kolodziejski, Ivan Seskar, Harish Krishnaswamy, Gil Zussman
MobiCom5
2020 Challenge: COSMOS: A city-scale programmable testbed for experimentation with advanced wireless
abstract
This paper focuses on COSMOS - Cloud enhanced Open Software defined MObile wireless testbed for city-Scale deployment. The COSMOS testbed is being deployed in West Harlem (New York City) as part of the NSF Platforms for Advanced Wireless Research (PAWR) program. It will enable researchers to explore the technology "sweet spot" of ultra-high bandwidth and ultra-low latency in the most demanding real-world environment. We describe the testbed's architecture, the design and deployment challenges, and the experience gained during the design and pilot deployment. Specifically, we describe COSMOS' computing and network architectures, the critical building blocks, and its programmability at different layers. The building blocks include software-defined radios, 28 GHz millimeter-wave phased array modules, optical transport network, core and edge cloud, and control and management software. We describe COSMOS' deployment phases in a dense urban environment, the research areas that could be studied in the testbed, and specific example experiments. Finally, we discuss our experience with using COSMOS as an educational tool.
Dipankar Raychaudhuri, Ivan Seskar, Gil Zussman, Thanasis Korakis, Daniel C. Kilper, Tingjun Chen, Jakub Kolodziejski, Zoran Kostic, Xiaoxiong Gu, Harish Krishnaswamy, Sumit Maheshwari, Panagiotis Skrimponis, Craig Gutterman
MobiCom7
2020 Investigating the biological impacts of radio transmissions: poster abstract
abstract
The past 40 years have seen an explosion of Radio Frequency (RF) transmitters, which motivates understanding their impacts on the natural world. The European honeybee, Apis Mellifera, has been shown to sense the Earth's magnetic field. Human Radio Frequency (RF) transmitters alter this field. For example, recent work demonstrated that human-created RF interferes with the common robin's ability to orient themselves. This work proposes an experimental design to determine if honeybees can sense RF transmissions in frequencies from 1 MHz (AM radio) to 6 GHz (WiFi). We deployed a custom-designed RF bee feeder near bee hives to test honeybees' RF sensing ability.
Murtadha Aldeer, Joseph Florentine, Justin Yu, Liam Ryan, Zhenzhou Qi, Jakub Kolodziejski, Mike Haberland, Richard E. Howard, Richard P. Martin
SenSys6
2019 Experimentation with Full-Duplex Wireless in the COSMOS Testbed
abstract
In order to support experimentation with full-duplex (FD) wireless, we integrated the FlexICoN Gen-2 wideband FD radio with the city-scale PAWR COSMOS testbed [1]. In particular, the implemented FD radio consists of an antenna, a customized Gen-2 RF self-interference (SI) canceller box, a USRP software-defined radio (SDR), and a compute node. The RF canceller box includes an RF SI canceller implemented using discrete components on a printed circuit board (PCB), which emulates its RFIC canceller counterpart. The Gen-2 RF SI canceller achieves 50dB RF SI cancellation across 20MHz bandwidth using the technique of frequency-domain equalization (FDE) [2]. In this abstract, we present the design and implementation of the remotely accessible Gen-2 wideband FD radio integrated with the COSMOS sandbox at Columbia University. We also present an example real-time wideband FD wireless link demonstration using the GNU Radio software.
Tingjun Chen, Jackson Welles, Manav Kohli, Mahmood Baraani Dastjerdi, Jakub Kolodziejski, Ivan Seskar, Harish Krishnaswamy, Gil Zussman
ICNP5
2019 Patient identification using a smart pill-bottle: poster abstract
abstract
In this work, we investigate the identification of persons taking medication using a sensor-equipped pill-bottle. The bottle embeds inertial sensors in both the cap and body, making the added hardware un-obtrusive, low-cost, and wireless. Our system uses inertial data to build a patient discrimination model using classification techniques. We evaluated the system using 16 subjects. Our results show that using binary Support Vector Machine (SVM), the system can discriminate one patient among 16 subjects with 94 % accuracy. Identifying the exact person in a set of 3 subjects has an accuracy higher than 91 %..
Murtadha Aldeer, Joseph Florentine, Jakub Kolodziejski, Jorge Ortiz 0001, Richard E. Howard, Richard P. Martin
SenSys3