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2025

Conference Publication

FMCW radar-based human activity recognition: a machine learning approach for elderly care

Mashhadigholamali, Mohammadreza, Fard, Ali Samimi, Zolfaghari, Samaneh, Abedi, Hajar, Chakraborty, Mainak, Borzì, Luigi, Daneshtalab, Masoud and Shaker, George (2025). FMCW radar-based human activity recognition: a machine learning approach for elderly care. 2025 IEEE Wireless Communications and Networking Conference (WCNC), Milan, Italy, 24-27 March 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/WCNC61545.2025.10978639

FMCW radar-based human activity recognition: a machine learning approach for elderly care

2025

Conference Publication

Fall detection in ambient-assisted living environments using FMCW radars and deep learning

Fard, Ali Samimi, Mashhadigholamali, Mohammadreza, Zolfaghari, Samaneh, Abedi, Hajar, Chakraborty, Mainak, Karmani, Sachin, Borzi, Luigi, Daneshtalab, Masoud and Shaker, George (2025). Fall detection in ambient-assisted living environments using FMCW radars and deep learning. 2025 IEEE International Radar Conference (RADAR), Atlanta, GA, United States, 3-9 May 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/RADAR52380.2025.11031826

Fall detection in ambient-assisted living environments using FMCW radars and deep learning

2025

Conference Publication

AI based activity monitoring in washrooms using low-resolution radar

Visser, Joshua, Abedi, Hajar, Karmani, Sachin and Shaker, George (2025). AI based activity monitoring in washrooms using low-resolution radar. 2025 IEEE MTT-S Latin America Microwave Conference (LAMC), San Juan, PR, United States, 22-24 January 2025. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/LAMC63321.2025.10880536

AI based activity monitoring in washrooms using low-resolution radar

2024

Conference Publication

Contactless in-bed detection using a low-cost low-resolution radar

Abedi, Hajar, Ansariyan, Ahmad and Shaker, George (2024). Contactless in-bed detection using a low-cost low-resolution radar. 2024 IEEE SENSORS, Kobe, Japan, 20-23 October 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/SENSORS60989.2024.10784889

Contactless in-bed detection using a low-cost low-resolution radar

2024

Conference Publication

In-home cluttered environment gait analysis using mm-wave radar

Abedi, Hajar, Ansariyan, Ahmad, Morita, Plinio P, Boger, Jennifer, Wong, Alexander and Shaker, George (2024). In-home cluttered environment gait analysis using mm-wave radar. 2024 IEEE MTT-S International Microwave Biomedical Conference (IMBioC), Montreal, QC, Canada, 11-13 June 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IMBioC60287.2024.10590458

In-home cluttered environment gait analysis using mm-wave radar

2024

Conference Publication

Multi-person hallway gait monitoring using mm-wave FMCW radar

Abedi, Hajar, Ansariyan, Ahmad, Hedge, Eric T., Mastrandrea, Carmelo, Morita, Plinio P., Boger, Jennifer, Wong, Alexander, Hughson, Richard and Shaker, George (2024). Multi-person hallway gait monitoring using mm-wave FMCW radar. 2024 IEEE International Symposium on Antennas and Propagation and INC/USNC‐URSI Radio Science Meeting (AP-S/INC-USNC-URSI), Firenze, Italy, 14-19 July 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/AP-S/INC-USNC-URSI52054.2024.10686877

Multi-person hallway gait monitoring using mm-wave FMCW radar

2024

Conference Publication

Driver distraction detection using mm-wave FMCW radar

Abedi, Hajar, Chia, Xavier and Shaker, George (2024). Driver distraction detection using mm-wave FMCW radar. 2024 IEEE International Symposium on Antennas and Propagation and INC/USNC‐URSI Radio Science Meeting (AP-S/INC-USNC-URSI), Firenze, Italy, 14-19 July 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/AP-S/INC-USNC-URSI52054.2024.10686886

Driver distraction detection using mm-wave FMCW radar

2024

Conference Publication

Radar-based in-home monitoring system for supporting aging and wellness

Abedi, Hajar, Ansariyan, Ahmad, Morita, Plinio P., Wong, Alexander, Boger, Jennifer and Shaker, George (2024). Radar-based in-home monitoring system for supporting aging and wellness. 2024 IEEE Microwaves, Antennas, and Propagation Conference (MAPCON), Hyderabad, India, 9-13 December 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/MAPCON61407.2024.10923011

Radar-based in-home monitoring system for supporting aging and wellness

2024

Conference Publication

Validating mm-wave radar system for fall detection and recovery in washrooms

Hall, Jenna, Bae, Ji Beom, Visser, Joshua, Abedi, Hajar, Shaker, George and Member, Senior (2024). Validating mm-wave radar system for fall detection and recovery in washrooms. 2024 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT), Tucson, AZ, United States, 19-20 September 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/HI-POCT64255.2024.10876204

Validating mm-wave radar system for fall detection and recovery in washrooms

2023

Conference Publication

AI-assisted markerless activity tracking system for supporting aging and wellness

Abedi, Hajar, Ansariyan, Ahmad, Morita, Plinio P, Wong, Alexander, Boger, Jennifer and Shaker, George (2023). AI-assisted markerless activity tracking system for supporting aging and wellness. 2023 IEEE Microwaves, Antennas, and Propagation Conference (MAPCON), Ahmedabad, India, 11-14 December 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/MAPCON58678.2023.10464114

AI-assisted markerless activity tracking system for supporting aging and wellness

2023

Conference Publication

Considerations for antenna design and signal processing in radar-based hallway gait monitoring

Abedi, Hajar, Ansariyan, Ahmad, Morita, Plinio P., Boger, Jennifer, Wong, Alexander and Shaker, George (2023). Considerations for antenna design and signal processing in radar-based hallway gait monitoring. 2023 URSI International Symposium on Electromagnetic Theory (EMTS), Vancouver, BC, Canada, 22-26 May 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/EMTS57498.2023.10925243

Considerations for antenna design and signal processing in radar-based hallway gait monitoring

2023

Conference Publication

On the impact of an antenna field of view on the classification of UAVs

Sayed, Ahmed N., Abedi, Hajar, Ramahi, Omar M. and Shaker, George (2023). On the impact of an antenna field of view on the classification of UAVs. 2023 International Workshop on Antenna Technology (iWAT), Aalborg, Denmark, 15-17 May 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/iWAT57058.2023.10171615

On the impact of an antenna field of view on the classification of UAVs

2023

Conference Publication

Severity of fall detection using digital twin for radar systems

Elbadrawy, Abdelrahman, Abedi, Hajar, Ramahi, Omar and Shaker, George (2023). Severity of fall detection using digital twin for radar systems. 2023 IEEE Microwaves, Antennas, and Propagation Conference (MAPCON), Ahmedabad, India, 11-14 December 2023. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/MAPCON58678.2023.10506223

Severity of fall detection using digital twin for radar systems

2022

Conference Publication

On the use of machine learning and deep learning for radar-based passenger monitoring

Abedi, Hajar, Ma, Martin, Yu, Jennifer, He, James, Ansariyan, Ahmad and Shaker, George (2022). On the use of machine learning and deep learning for radar-based passenger monitoring. 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (AP-S/URSI), Denver, CO, United States, 10-15 July 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/AP-S/USNC-URSI47032.2022.9887034

On the use of machine learning and deep learning for radar-based passenger monitoring

2022

Conference Publication

Unsupervised learning for hallway gait analysis using FMCW radar

Abedi, Hajar, Morita, Plinio P, Boger, Jennifer, Wong, Alexander and Shaker, George (2022). Unsupervised learning for hallway gait analysis using FMCW radar. 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (AP-S/URSI), Denver, CO, United States, 10-15 July 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/AP-S/USNC-URSI47032.2022.9886223

Unsupervised learning for hallway gait analysis using FMCW radar

2022

Conference Publication

Non-visual and contactless wellness monitoring for long term care facilities using mm-wave radar sensors

Abedi, Hajar, Ansariyan, Ahmad, Lehman, Christopher, Morita, Plinio P, Boger, Jennifer, Wong, Alexander and Shaker, George (2022). Non-visual and contactless wellness monitoring for long term care facilities using mm-wave radar sensors. 2022 IEEE Sensors, Dallas, TX, United States, 30 October - 2 November 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/SENSORS52175.2022.9967327

Non-visual and contactless wellness monitoring for long term care facilities using mm-wave radar sensors

2022

Conference Publication

Efficient dual-band meandered loop antenna for RF energy harvesting applications at FM and GSM bands

Nikkhah, N., Rad, M. and Abedi, H. (2022). Efficient dual-band meandered loop antenna for RF energy harvesting applications at FM and GSM bands. 2022 3rd URSI Atlantic and Asia Pacific Radio Science Meeting (AT-AP-RASC), Gran Canaria, Spain, 30 May-4 June 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.23919/AT-AP-RASC54737.2022.9814425

Efficient dual-band meandered loop antenna for RF energy harvesting applications at FM and GSM bands

2021

Conference Publication

Radar antenna gain improvement using 3D-printed dielectric lens and metamaterial-inspired superstrates

Bagheri, Mohammad Omid, Abedi, Hajar and Shaker, George (2021). Radar antenna gain improvement using 3D-printed dielectric lens and metamaterial-inspired superstrates. 2021 IEEE 19th International Symposium on Antenna Technology and Applied Electromagnetics (ANTEM), Winnipeg, MB, Canada, 8-11 August 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ANTEM51107.2021.9519089

Radar antenna gain improvement using 3D-printed dielectric lens and metamaterial-inspired superstrates

2021

Conference Publication

Passenger monitoring using AI-powered radar

Abedi, Hajar, Magnier, Clara and Shaker, George (2021). Passenger monitoring using AI-powered radar. 2021 IEEE 19th International Symposium on Antenna Technology and Applied Electromagnetics (ANTEM), Winnipeg, MB, Canada, 8-11 August 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ANTEM51107.2021.9518503

Passenger monitoring using AI-powered radar

2021

Conference Publication

In-package integrated dielectric lens paired with a MIMO mm-wave radar for corridor gait monitoring

Abedi, Hajar, Morita, Plinio P., Boger, Jennifer, Wong, Alexander and Shaker, George (2021). In-package integrated dielectric lens paired with a MIMO mm-wave radar for corridor gait monitoring. 2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI), Singapore, Singapore, 4-10 December 2021. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/APS/URSI47566.2021.9704192

In-package integrated dielectric lens paired with a MIMO mm-wave radar for corridor gait monitoring