Approximate Maximum Likelihood Radio Emitter Geolocation With Time-Varying Doppler

Direct geolocation of radio emitters has traditionally been formulated using short measurement intervals over which delay and Doppler frequency shift are approximated as constant. In this paper, we consider maximum likelihood position estimation using long measurement intervals for which the Doppler is time varying. A series of assumptions and approximations are used to develop an efficient solution involving coherent combining of traditional, complex ambiguity function processing outputs. Simulation results are used to demonstrate potential gains.

[1]  Anthony J. Weiss,et al.  Direct position determination of narrowband radio frequency transmitters , 2004, IEEE Signal Processing Letters.

[2]  Don Torrieri,et al.  Statistical Theory of Passive Location Systems , 1984, IEEE Transactions on Aerospace and Electronic Systems.

[3]  Paul D. Teal Tracking Wide-Band Targets Having Significant Doppler Shift , 2007, IEEE Transactions on Audio, Speech, and Language Processing.

[4]  S. Stein Algorithms for ambiguity function processing , 1981 .

[5]  Glenn D. Hartwell Improved Geo-Spatial Resolution Using a Modified Approach to the Complex Ambiguity Function (CAF) , 2005 .

[6]  Gregory E. Bottomley,et al.  Mitigating radio emitter clock offset in detection and geolocation , 2015, IEEE Transactions on Aerospace and Electronic Systems.

[7]  Gregory E. Bottomley,et al.  Direct Geolocation of Spread-Spectrum Emitters , 2017, IEEE Signal Processing Letters.

[8]  Mati Wax The joint estimation of differential delay, Doppler, and phase , 1982, IEEE Trans. Inf. Theory.

[9]  G. Clifford Carter,et al.  Estimation of time delay in the presence of source or receiver motion , 1977 .

[10]  W. R. Remley Doppler dispersion effects in matched filter detection and resolution , 1966 .

[11]  Robert J. Ulman,et al.  Wideband TDOA/FDOA processing using summation of short-time CAF's , 1999, IEEE Trans. Signal Process..

[12]  S. Riter,et al.  Automatic vehicle location—An overview , 1977, IEEE Transactions on Vehicular Technology.

[13]  G. Carter,et al.  The generalized correlation method for estimation of time delay , 1976 .

[14]  William A. Gardner,et al.  Detection and source location of weak cyclostationary signals: simplifications of the maximum-likelihood receiver , 1993, IEEE Trans. Commun..

[15]  Steven Kay,et al.  Asymptotically Optimal Detection of Low Probability of Intercept Signals using Distributed Sensors , 2012, IEEE Transactions on Aerospace and Electronic Systems.

[16]  Anthony J. Weiss,et al.  Direct geolocation of stationary wideband radio signal based on time delays and Doppler shifts , 2009, 2009 IEEE/SP 15th Workshop on Statistical Signal Processing.

[17]  H. V. Trees,et al.  Part I. Detection, Estimation, and Linear Modulation Theory , 2013 .

[18]  G. Ungerboeck,et al.  Adaptive Maximum-Likelihood Receiver for Carrier-Modulated Data-Transmission Systems , 1974, IEEE Trans. Commun..

[19]  P. Chestnut Emitter Location Accuracy Using TDOA and Differential Doppler , 1982, IEEE Transactions on Aerospace and Electronic Systems.

[20]  Seymour Stein Differential delay/Doppler ML estimation with unknown signals , 1993, IEEE Trans. Signal Process..

[21]  Anthony J. Weiss,et al.  Direct Geolocation of Wideband Emitters Based on Delay and Doppler , 2011, IEEE Transactions on Signal Processing.