Title
Detection Performance of Compressive Sensing Applied to Radar
Author
Anitori, L.
Otten, M.P.G.
Hoogeboom, P.
Publication year
2011
Abstract
In this paper some results are presented on detection performance of radar using Compressive Sensing. Compressive sensing is a recently developed theory which allows reconstruction of sparse signals with a number of measurements much lower than implied by the Nyquist rate. In this work the behavior of detection and false alarm performance of a CS based radar using a stepped frequency waveform is analyzed. The results are obtained via simulations with known noise levels for several different scenarios (e.g. single and multiple targets, varying compression factors and Signal to Noise Ratios (SNR). Performance of CS reconstruction and detection are analyzed by means of Receiver Operating Characteristic (ROC) curves and compared to conventional Matched Filtering
Subject
Physics & Electronics
RT - Radar Technology
TS - Technical Sciences
Radar
Radar
Compressive sensing
Radar detection
To reference this document use:
http://resolver.tudelft.nl/uuid:8f7085f0-518d-4602-9305-7a5209e1695a
DOI
https://doi.org/10.1109/radar.2011.5960528
TNO identifier
431056
Source
IEEE Radar Conference (RADAR), 23-27 May 2011, Kansas City, MO, USA, 200-205
Document type
conference paper