Title :
Range bias modeling for hyperbolic frequency modulated waveforms in target tracking
Author :
Song, Xiufeng ; Willett, Peter ; Zhou, Shengli
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Connecticut, Storrs, CT, USA
Abstract :
Hyperbolic frequency modulated (HFM) waveforms offer detection performance that is “Doppler insensitive”- relatively unaffected by target range-rate-in both narrowband and wideband transmissions. They have been applied in radar; but more they are particularly useful in sonar where the wideband Doppler insensitivity is especially prized. However, Doppler insensitivity does come hand in hand with a range bias, which would significantly degrade the tracking performance. In this paper, we model the range biases as a function of range-rate, and then utilize it to calibrate the measurement equation in target tracking. By doing so, the tracking performance can be considerably improved.
Keywords :
Doppler radar; Kalman filters; nonlinear filters; radar tracking; target tracking; Doppler insensitive; hyperbolic frequency modulated waveforms; narrowband transmissions; range bias modeling; target tracking; wideband transmissions; Accuracy; Doppler effect; Equations; Mathematical model; Radar tracking; Target tracking; Wideband; Doppler tolerant waveform; Hyperbolic frequency modulation (HFM); ambiguity function; bias compensation; extended Kalman filter; tracking; wideband;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2012 IEEE 7th
Conference_Location :
Hoboken, NJ
Print_ISBN :
978-1-4673-1070-3
DOI :
10.1109/SAM.2012.6250480