165 citations · 499 across the 23 of their papers we have counts for
8 papers · 1 filter
Radar Imaging by Sparse Optimization Incorporating MRF Clustering Prior
Shiyong Li, Moeness Amin, Guoqiang Zhao +1
Recent progress in compressive sensing states the importance of exploiting intrinsic structures in sparse signal reconstruction. In this letter, we propose a Markov random field (M…
DNN Transfer Learning from Diversified Micro-Doppler for Motion Classification
Mehmet Saygin Seyfioglu, Baris Erol, Sevgi Zubeyde Gurbuz +1
Recently, deep neural networks (DNNs) have been the subject of intense research for the classification of radio frequency (RF) signals, such as synthetic aperture radar (SAR) image…
Hand Gesture Recognition based on Radar Micro-Doppler Signature Envelopes
Moeness G. Amin, Zhengxin Zeng, Tao Shan
We introduce a simple but effective technique in automatic hand gesture recognition using radar. The proposed technique classifies hand gestures based on the envelopes of their mic…
Toward Unobtrusive In-home Gait Analysis Based on Radar Micro-Doppler Signatures
Ann-Kathrin Seifert, Moeness G. Amin, Abdelhak M. Zoubir
Objective: In this paper, we demonstrate the applicability of radar for gait classification with application to home security, medical diagnosis, rehabilitation and assisted living…
Dual-Function MIMO Radar Communications System Design Via Sparse Array Optimization
Xiangrong Wang, Aboulnasr Hassanien, Moeness Amin
Spectrum congestion and competition over frequency bandwidth could be alleviated by deploying dual-function radar-communications systems, where the radar platform presents itself a…
Sparse Transmit Array Design for Dual-Function Radar Communications by Antenna Selection
Xiangrong Wang, Aboulnasr Hassanien, Moeness Amin
Dual-function radar communications (DFRC) systems have recently been proposed to enable the coexistence of radar and wireless communications, which in turn alleviates the increased…
Performance Tradeoff in a Unified System of Communications and Passive Radar: A Secrecy Capacity Approach
Batu K. Chalise, Moeness G. Amin
In a unified system of passive radar and communication systems of joint transmitter platform, information intended for a communication receiver may be eavesdropped by a passive rad…
Compressive Sensing Imaging of 3-D Object by a Holographic Algorithm
Shiyong Li, Guoqiang Zhao, Houjun Sun +1
Existing three-dimensional (3-D) compressive sensing-based millimeter-wave (MMW) imaging methods require a large-scale storage of the sensing matrix and immense computations owing…