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20242026
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cs.RO2024

Clutter Resilient Occlusion Avoidance for Tightly-Coupled Motion-Assisted Detection

Zhixuan Xie, Jianjun Chen, Guoliang Li +4

Occlusion is a key factor leading to detection failures. This paper proposes a motion-assisted detection (MAD) method that actively plans an executable path, for the robot to obser…

eess.SP2024

6DMA-Aided Hybrid Beamforming with Joint Antenna Position and Orientation Optimization

Yichi Zhang, Yuchen Zhang, Lipeng Zhu +4

This paper studies a sub-connected six-dimensional movable antenna (6DMA)-aided multi-user communication system. In this system, each sub-array is connected to a dedicated radio fr…

eess.SP2024

Compressed Sensing Based Residual Recovery Algorithms and Hardware for Modulo Sampling

Shaik Basheeruddin Shah, Satish Mulleti, Yonina C. Eldar

Analog-to-Digital Converters (ADCs) are essential components in modern data acquisition systems. A key design challenge is accommodating high dynamic range (DR) input signals witho…

eess.SP2024

Deep Unfolding-Empowered MmWave Massive MIMO Joint Communications and Sensing

Nhan Thanh Nguyen, Ly V. Nguyen, Nir Shlezinger +3

In this paper, we propose a low-complexity and fast hybrid beamforming design for joint communications and sensing (JCAS) based on deep unfolding. We first derive closed-form expre…

cs.LG2024

Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference

Zhanwei Wang, Kaibin Huang, Yonina C. Eldar

Federated Learning (FL) is a widely embraced paradigm for distilling artificial intelligence from distributed mobile data. However, the deployment of FL in mobile networks can be c…

eess.SP2024

Holographic-Pattern Based Multi-User Beam Training in RHS-Aided Hybrid Near-Field and Far-Field Communications

Shupei Zhang, Boya Di, Aryan Kaushik +1

Reconfigurable holographic surfaces (RHSs) have been suggested as an energy-efficient solution for extremely large-scale arrays. By controlling the amplitude of RHS elements, high-…