Title :
Detection and estimation of multi-pulse LFMCW radar signals
Author :
Geroleo, F.G. ; Brandt-Pearce, Maite
Author_Institution :
Dept. of the Army, Charlottesville, VA, USA
Abstract :
The Wigner-Ville Hough transform (WVHT) has been applied to detect and estimate the parameters of linear frequency-modulated continuous-wave (LFMCW) low probability of intercept (LPI) radar waveforms. The WVHT, which is optimal for a single linear frequency modulated (LFM) signal, becomes sub-optimal when applied to LFMCW signals since the observed waveform is composed of concatenated LFM pulses. We formulate the detection and estimation problem to take into account the multiple pulses that are available in an observation interval at the intercept receiver. The new algorithm, called the periodic WVHT (PWVHT), is shown to significantly outperform the WVHT for LFMCW signals.
Keywords :
CW radar; FM radar; estimation theory; parameter estimation; radar signal processing; signal detection; LFM pulses; LFM signal; LFMCW signals; LPI radar waveforms; PWVHT; Wigner-Ville Hough transform; intercept receiver; linear frequency-modulated continuous-wave; low probability of intercept; multipulse LFMCW radar signals; parameter estimation; periodic WVHT; radar signal detection; radar signal estimation; single linear frequency modulated signal; Chirp modulation; Electronic warfare; Frequency estimation; Frequency modulation; Maximum likelihood detection; Maximum likelihood estimation; Parameter estimation; Pulse modulation; Radar detection; Signal processing;
Conference_Titel :
Radar Conference, 2010 IEEE
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4244-5811-0
DOI :
10.1109/RADAR.2010.5494471