Title :
Posterior Cramér-Rao bounds for Doppler biased multistatic range-only tracking
Author :
Song, Xiufeng ; Willett, Peter ; Zhou, Shengli
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Connecticut, Storrs, CT, USA
Abstract :
This paper investigates range-only tracking with range-Doppler coupling, where the range measurement of a target of interest is linearly biased by its range-rate (or Doppler). In previous treatments the situation was monostatic, and a simple Riccati analysis sufficed, but here the system is multistatic (notionally, a MIMO radar). Here, the closed form of posterior Cramér-Rao bound (PCRB) is derived for a multistatic system in the tracking of a kinematic target. As the coupling parameter λ can be zero, positive, or negative, a question arises: which kind of λ could result in a lower PCRB for a given system configuration? With the help of numerical analysis, we see that a positive λ may lead to the lowest PCRB, while a negative λ may result in the highest among these three possibilities.
Keywords :
Doppler radar; MIMO radar; radar tracking; target tracking; Doppler biased multistatic range-only tracking; MIMO radar; Riccati analysis; kinematic target tracking; posterior Cramer-Rao bounds; range rate; range-Doppler coupling; Couplings; Doppler effect; Mathematical model; Radar tracking; Receivers; Target tracking; Trajectory; Posterior Cramér-Rao Bounds; Range-only tracking; multistatic; range-Doppler coupling;
Conference_Titel :
Information Fusion (FUSION), 2011 Proceedings of the 14th International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4577-0267-9