Title :
Hybrid Cramér-Rao bound for moving array
Author :
Xie, Da ; Niu, Tingting ; Huang, Jianguo ; Ge, Hongya
Author_Institution :
Coll. of Marine Eng., Northwestern Polytech. Univ., Xi´´an
Abstract :
Using the Cramer-Rao bound (CRB) as an indicator of potential performance, in this work we study a moving array´s ability to estimate parameters of a narrow-band signal. Specifically, the hybrid CRB on source frequency and bearing are studied for signals containing both random fading parameters and unknown deterministic ones. The derived hybrid CRB is compared to the traditional deterministic CRB (Edelson and Tufts, 1992) and the Gaussian CRB in the literature. The study provides information for the effective utilization of a moving aperture in estimating source bearing and frequency.
Keywords :
array signal processing; parameter estimation; random processes; Gaussian CRB; deterministic CRB; frequency estimation; hybrid Cramer-Rao bound; moving array; narrow-band signal; parameter estimation; random fading parameter; source bearing estimation; Apertures; Educational institutions; Fading; Frequency estimation; Marine technology; Maximum likelihood estimation; Narrowband; Parameter estimation; Sensor arrays; Sonar equipment;
Conference_Titel :
Signals, Systems and Computers, 2008 42nd Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-2940-0
Electronic_ISBN :
1058-6393
DOI :
10.1109/ACSSC.2008.5074407