Title :
Signal Processing for Passive Radar Using OFDM Waveforms
Author :
Berger, Christian R. ; Demissie, Bruno ; Heckenbach, Jörg ; Willett, Peter ; Zhou, Shengli
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Connecticut, Storrs, CT, USA
Abstract :
Passive radar is a concept where illuminators of opportunity are used in a multistatic radar setup. New digital signals, like digital audio/video broadcast (DAB/DVB), are excellent candidates for this scheme, as they are widely available, can be easily decoded to acquire the noise-free signal, and employ orthogonal frequency division multiplex (OFDM). Multicarrier transmission schemes like OFDM use block channel equalization in the frequency domain, efficiently implemented as a fast Fourier transform, and these channel estimates can directly be used to identify targets based on Fourier analysis across subsequent blocks. In this paper, we derive the exact matched filter formulation for passive radar using OFDM waveforms. We then show that the current approach using Fourier analysis across block channel estimates is equivalent to the matched filter, based on a piecewise constant assumption on the Doppler-induced phase rotation in the time domain. We next present high-resolution algorithms based on the same assumption: first we implement MUSIC as a 2-D spectral estimator using spatial smoothing; then we use the new concept of compressed sensing to identify targets. We compare the new algorithms and the current approach using numerical simulation and experimental data recorded from a DAB network in Germany.
Keywords :
Doppler shift; OFDM modulation; channel estimation; digital audio broadcasting; digital video broadcasting; equalisers; fast Fourier transforms; frequency-domain analysis; matched filters; numerical analysis; passive radar; radar signal processing; Doppler-induced phase rotation; Fourier analysis; Germany; MUSIC; OFDM waveforms; block channel equalization; channel estimation; digital audio-video broadcast; fast Fourier transform; matched filter; multicarrier transmission; multistatic radar setup; numerical simulation; orthogonal frequency division multiplex; passive radar; signal processing; spatial smoothing; time domain analysis; Decoding; Digital audio broadcasting; Digital video broadcasting; Frequency division multiplexing; Matched filters; OFDM; Passive radar; Radar signal processing; Signal processing algorithms; Video signal processing; Compressed sensing; MUSIC; multistatic radar; radar processing; sparse estimation; subspace algorithms;
Journal_Title :
Selected Topics in Signal Processing, IEEE Journal of
DOI :
10.1109/JSTSP.2009.2038977