Compressive Sensing Radar: Simulation and Experiments for Target Detection
conference paper
In this paper the performance of a combined Constant False Alarm Rate (CFAR) Compressive Sensing (CS) radar detector is investigated Using the properties of the Complex Approximate Message Passing (CAMP) algorithm, it is demonstratedthat the behavior of the CFAR processor can be separated from that of the non-linear l1-norm recovery, thus allowing the use of standard radar equations to evaluate detection performance. The CS CFAR processor has been evaluated under different interference scenarios using both the Cell Averaging (CA) and Order Statistic (OS) CFAR detectors. The performance of the CS CFAR processor is also compared to that of an l1-norm detector using both simulations and experimental data
TNO Identifier
478550
Publisher
EURASIP
Source title
Proceedings of the 21st European Signal Processing Conference - EUSIPCO 2013, 9-13 September 2013, Marrakech, Morocco
Place of publication
Europe