Muhammad Arsalan, M. Sc.

Publikationen

• M. Arsalan, A. M. Janjua, Umm-e- Habiba, A. Santra, V. Issakov, “Radar-Based Hand Gesture Recognition: Leveraging Raw ADC Data through Independent Component Analysis and Spiking Neural Networks”, accepted in 2025 IEEE International Radar Conference, Atlanta, Georgia, USA

• M. Arsalan, A. Santra and V. Issakov, "Low Power Gesture Sensing System Based on Target Range Using Spiking Neural Networks for Portable Devices," 2024 IEEE Radio and Wireless Symposium (RWS), San Antonio, TX, USA, 2024, pp. 153-155, DOI: 10.1109/RWS56914.2024.10438571

• M. Arsalan, M. G. Janjua, A. Santra and V. Issakov, "Radar-Based Vital Signal Classification: Detecting Random Body Movement and Inter-Modulation Products with Temporal Convolutional Networks," 2024 21st European Radar Conference (EuRAD), Paris, France, 2024, pp. 164-167, DOI: 10.23919/EuRAD61604.2024.10734888

• M. Arsalan, M. G. Janjua, A. Santra and V. Issakov, "Radar-Based Vital Signal Classification: Detecting Random Body Movement and Inter-Modulation Products with Temporal Convolutional Networks," 2024 21st European Radar Conference (EuRAD), Paris, France, 2024, pp. 164-167, DOI: 10.23919/EuRAD61604.2024.10734888

• M. Arsalan, A., Santra, V. Issakov,  "Power-efficient gesture sensing for edge devices: mimicking fourier transforms with spiking neural networks," in Appl Intell, vol. 53, no. 12, pp. 15147–15162, 2023. DOI: 10.1007/s10489-022-04258-w

• M. Arsalan, A. Santra and V. Issakov, "Low Power Radar-based Air-Writing System using Genetic Algorithm-assisted Spiking Legendre Memory Unit," 2023 20th European Radar Conference (EuRAD), Berlin, Germany, 2023, pp. 250-253, DOI: 10.23919/EuRAD58043.2023.10289584

• M. Arsalan, A. Santra and V. Issakov, "RadarSNN: A Resource Efficient Gesture Sensing System Based on mm-Wave Radar," in IEEE Transactions on Microwave Theory and Techniques, vol. 70, no. 4, pp. 2451-2461, (2022), DOI: 10.1109/TMTT.2022.3148403

• M. Arsalan, A. Santra and V. Issakov, "Spiking Neural Network-Based Radar Gesture Recognition System Using Raw ADC Data," in IEEE Sensors Letters, vol. 6, no. 6, pp. 1-4, Art no. 7001904, (2022), DOI: 10.1109/LSENS.2022.3173589

• M. Arsalan, D. Di Matteo, S. Imtiaz, Z. Abbas, V. Vlassov and V. Issakov, "Energy-Efficient Privacy-Preserving Time-Series Forecasting on User Health Data Streams," 2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Wuhan, China, 2022, pp. 541-546, DOI: 10.1109/TrustCom56396.2022.00080

• M. Arsalan, T. Zheng, A. Santra and V. Issakov, "Contactless Low Power Air-Writing Based on FMCW Radar Networks Using Spiking Neural Networks," 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), Nassau, Bahamas, 2022, pp. 931-935, DOI: 10.1109/ICMLA55696.2022.00155

• M. Arsalan, A. Santra, K. Bierzynski and V. Issakov, "Air-Writing with Sparse Network of Radars using Spatio-Temporal Learning," 2020 25th International Conference on Pattern Recognition (ICPR), 2021, pp. 8877-8884,  DOI: 10.1109/ICPR48806.2021.9413332

• M. Arsalan, M. Chmurski, A,. Santra, M. El-Masry, R. Weigel, and V. Issakov, "Resource Efficient Gesture Sensing Based on FMCW Radar using Spiking Neural Networks," 2021 IEEE MTT-S International Microwave Symposium (IMS), 2021, pp. 78-81, DOI: 10.1109/IMS19712.2021.9574994

• M. Arsalan, A. Santra, M. Chmurski, M. El-Masry, G. Mauro and V. Issakov, "Radar-Based Gesture Recognition System using Spiking Neural Network," 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ), 2021, pp. 1-5, DOI: 10.1109/ETFA45728.2021.9613183