Title :
Multi-rate convolution for LFM and NLFM
Author :
Farshchian, Masoud ; Coxson, Gregory E.
Author_Institution :
Technol. Service Corp., Los Angeles, CO
Abstract :
High resolution radar using linear frequency modulation (LFM) and non-linear frequency modulation (NLFM) transmit a wideband pulse to achieve a narrow range resolution. We consider digital multi-rate implementation of LFM and NLFM pulse compression. For the LFM case, we consider short-length fixed-point fast Fourier transform (FFT) within the multi-rate structure as a way to increase speed and reduce power while obtaining the ideal compression gain. It is shown that the multi-rate method is robust to the compression gain and suited for fixed-point processors. For the NLFM case, we reduce the number of match filter coefficients using the frequency selectivity of the filter banks while maintaining the desired performance parameters. For a particular case, we demonstrate that the complex multiplication per output sample per sub-band is smaller than an overlap-save fast convolution. Performance metrics and computational complexity of the NLFM multi-rate implementation are compared to the ideal case.
Keywords :
FM radar; channel bank filters; computational complexity; convolution; fast Fourier transforms; fixed point arithmetic; matched filters; pulse compression; radar resolution; LFM; NLFM; computational complexity; filter bank; fixed-point processor; frequency selectivity; high resolution radar; linear frequency modulation; match filter; multirate convolution; nonlinear frequency modulation; performance metrics; pulse compression; short-length fixed-point fast Fourier transform; Chirp modulation; Convolution; Fast Fourier transforms; Filter bank; Frequency modulation; Matched filters; Pulse compression methods; Pulse modulation; Radar; Robustness;
Conference_Titel :
Radar Conference, 2009 IEEE
Conference_Location :
Pasadena, CA
Print_ISBN :
978-1-4244-2870-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2009.4977019