Title :
Towards the realistic applications of compressed sensing in radar systems
Author :
Brenner, Tadeusz ; Kasprzak, Pawel ; Lamentowski, Leszek
Abstract :
In this article we discuss certain aspects of compressed sensing application in the context of radar systems. We thoroughly analyze the framework of the paper [4] and propose the directions of generalizations. In particular we consider a rectangle time frequency grid of non-prime type, non-Allotop carrier signals of the length non-equal to the length of time grid, incoherent carrier and grid frequency units. Finally we discuss the measurement aspects, stressing that the number of measurements may be smaller then the time grid of the time frequency plain. We present the results of simulations confirming that under some condition the compressed sensing performs well in our context.
Keywords :
compressed sensing; radar signal processing; compressed sensing application; grid frequency units; incoherent carrier; non-Allotop carrier signals; radar system context; realistic applications; rectangle time frequency; time frequency plain; time grid; Compressed sensing; Context; Fourier transforms; Radar applications; Time-frequency analysis;
Conference_Titel :
Signal Processing Symposium (SPS), 2013
Conference_Location :
Serock
DOI :
10.1109/SPS.2013.6623588