GLRT detection with unknown noise power in passive multistatic radar

This paper considers the problem of passive detection with a multistatic radar system involving a non-cooperative illuminator of opportunity (IO) and multiple receive platforms. An unknown source signal is transmitted by the IO, which illuminates a target of interest. These receive platforms are geographically dispersed, and collect independent target echoes due to the illumination by the same IO. We propose a generalized likelihood ratio test (GLRT) detector to deal with the passive detection problem in the case of unknown noise power. Moreover, a closed-form expression for the probability of false alarm of this GLRT detector is given. Numerical simulations demonstrate that the proposed GLRT detector generally outperforms its natural counterparts.

[1]  Brian D. Rigling,et al.  Cramér-Rao Bounds for UMTS-Based Passive Multistatic Radar , 2014, IEEE Transactions on Signal Processing.

[2]  I. Vaughan L. Clarkson,et al.  Passive radar signal processing in single frequency networks , 2012, 2012 Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).

[3]  Ran Tao,et al.  Direct-path suppression by spatial filtering in digital television terrestrial broadcasting-based passive radar , 2010 .

[4]  Herbert Gish,et al.  A geometric approach to multiple-channel signal detection , 1995, IEEE Trans. Signal Process..

[5]  Ran Tao,et al.  Side Peaks Interference Suppression in DVB-T Based Passive Radar , 2012, IEEE Transactions on Aerospace and Electronic Systems.

[6]  Pierfrancesco Lombardo,et al.  Space-time constant modulus algorithm for multipath removal on the reference signal exploited by passive bistatic radar , 2009 .

[7]  Hong Wang,et al.  Direction finding in frequency-modulated-based passive bistatic radar with a four-element adcock antenna array , 2011 .

[8]  Sonia Aïssa,et al.  Closed-form expressions for the outage and ergodic Shannon capacity of MIMO MRC systems , 2005, IEEE Transactions on Communications.

[9]  Chris Baker,et al.  Passive coherent location radar systems. Part 2: waveform properties , 2005 .

[10]  Stephen J. Searle,et al.  DVB-T Passive Radar Signal Processing , 2013, IEEE Transactions on Signal Processing.

[11]  Jun Wang,et al.  Mismatched filter for analogue TV-based passive bistatic radar , 2011 .

[12]  S. Howard,et al.  Generalized canonical correlation for passive multistatic radar detection , 2011, 2011 IEEE Statistical Signal Processing Workshop (SSP).

[13]  H. Gish,et al.  Multiple-channel detection using generalized coherence , 1990, International Conference on Acoustics, Speech, and Signal Processing.

[14]  H. Griffiths,et al.  Passive coherent location radar systems. Part 1: performance prediction , 2005 .

[15]  Visa Koivunen,et al.  Detection of DVB-T2 control symbols in passive radar systems , 2012, 2012 IEEE 7th Sensor Array and Multichannel Signal Processing Workshop (SAM).

[16]  H. Gish,et al.  Generalized coherence (signal detection) , 1988, ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing.

[17]  Ranjan K. Mallik,et al.  Analysis of transmit-receive diversity in Rayleigh fading , 2003, IEEE Trans. Commun..

[18]  P. E. Howland,et al.  FM radio based bistatic radar , 2005 .

[19]  Mark A. Richards,et al.  Principles of Modern Radar: Basic Principles , 2013 .

[20]  Caijun Zhong,et al.  Distribution of the Ratio of the Largest Eigenvalue to the Trace of Complex Wishart Matrices , 2012, IEEE Transactions on Signal Processing.