Compressive CFAR Radar Processing
conference paper
In this paper we investigate the performance of a combined Compressive Sensing (CS) Constant False Alarm Rate (CFAR) radar processor under different interference scenarios using both the Cell Averaging (CA) and Order Statistic (OS) CFAR detectors. Using the properties of the Complex Approximate Message Passing (CAMP) algorithm, we demonstrate that the behavior of the CFAR processor is independent of the combination with the non-linear recovery and therefore its performance can be predicted using standard radar tools. We also compare the performance of the CS CFAR processor to that of an `1-norm detector using an experimental data set.
TNO Identifier
500168
Source title
Proceeding of the 10th International Conference on Sampling Theory and Applications, SampTA 2013, 1-5 July 2013, Bremen, Germany
Pages
57-60