Title :
Direction-of-arrival estimation for wideband array signals with a single channel receiver
Author :
Qiang Gao ; Yongjun Zhao ; Dexiu Hu
Author_Institution :
Zheng Zhou Inf. Sci. & Technol. Inst., Zhengzhou, China
Abstract :
A novel approach for the high resolution direction-of-arrival (DOA) estimation which requires only single channel receiver is proposed in this paper. Firstly, based on the bandpass signal reconstruction theory we establish a new processing model that is capable of handling both narrowband and wideband cases according to single channel output. In addition, the posterior distribution of DOA was derived. Then, we develop a new hybrid MCMC algorithm to perform the Bayesian computation. Finally, DOA estimation was achieved based on the bayesian maximum posterior probability estimation. The proposed model is applicable to wideband, narrowband, correlated and incorrelated signals. Simulation results verify the correctness and efficiency of the new method.
Keywords :
Bayes methods; array signal processing; band-pass filters; direction-of-arrival estimation; maximum likelihood estimation; radar receivers; signal reconstruction; Bayesian maximum posterior probability estimation; DOA; bandpass signal reconstruction theory; direction-of-arrival estimation; hybrid MCMC algorithm; incorrelated signal; posterior distribution; signal processing model; single channel receiver; wideband array signal processing; wideband signal; Arrays; Direction-of-arrival estimation; Estimation; Narrowband; Receivers; Wideband; Single channel receiver; direction-of-arrival estimation; hybrid MCMC; time domain;
Conference_Titel :
Radar Conference, 2014 IEEE
Conference_Location :
Cincinnati, OH
Print_ISBN :
978-1-4799-2034-1
DOI :
10.1109/RADAR.2014.6875701