Title :
Biologically Inspired Processing of Radar Waveforms for Enhanced Delay-Doppler Resolution
Author :
Rasool, Shahzada B. ; Bell, Mark R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
fDate :
6/1/2011 12:00:00 AM
Abstract :
In this paper, we study an approach to the processing of radar signals motivated by the neural processing of echolocation waveforms by certain species of bats. We propose a transmission strategy and a corresponding family of processing algorithms and study the resulting delay-Doppler resolution characteristics. We investigate both the improvement in delay-Doppler resolution and the generation of artifacts in the delay-Doppler maps generated by this approach. Because the resulting schemes are not optimal for detection, we investigate the degradation in detection performance when compared to the matched filter. The contribution of the proposed scheme is a significant improvement in delay-Doppler resolution without a significant increase in system or computational complexity or a significant degradation in detection performance.
Keywords :
Doppler effect; radar detection; radar resolution; waveform analysis; biologically inspired processing; echolocation waveform; enhanced delay-Doppler resolution; neural processing; radar detection; radar signal processing; radar waveform processing; Blanking; Doppler effect; Doppler radar; Frequency modulation; Receivers; Signal resolution; Ambiguity function; delay and Doppler; detection; nonlinear processing; radar waveforms; resolution;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2011.2121904