Title :
A low complexity algorithm for joint DOA and multipath delay estimation in frequency hopping systems
Author :
Lin, Jen-Der ; Fang, Wen-Hsien ; Chen, Jiunn-Tsair
Author_Institution :
Dept. of Electr. Eng., Nan Jeon Inst. of Technol., Tainan, Taiwan
Abstract :
This paper presents a low complexity tree-structured one-dimensional (1D) multiple signal classification (MUSIC)-based algorithm to jointly estimate the directions of arrival (DOA) and multipath propagation delays in frequency hopping (FH) systems. The proposed algorithm makes use of two spatial (S)-MUSIC and one temporal (T)-MUSIC algorithms alternatively to estimate the DOA and delays, respectively. Also, a spatial beamforming process is invoked between the S-MUSIC and T-MUSIC algorithms to partition the incoming signals into appropriate groups to enhance the delay estimation accuracy. Furthermore, the pairing of the estimated DOA and delays is automatically determined. Furnished simulations show that the proposed approach provides satisfactory performance but with substantially reduced computational complexity compared with previous works.
Keywords :
array signal processing; computational complexity; delay estimation; direction-of-arrival estimation; frequency hop communication; multipath channels; signal classification; 1D MUSIC-based algorithm; DOA estimation; FH systems; S-MUSIC; T-MUSIC; directions of arrival; frequency hopping systems; low complexity algorithm; multipath delay estimation; multipath propagation delays; multiple signal classification; one-dimensional MUSIC-based algorithm; reduced computational complexity; spatial beamforming; spatial-MUSIC; temporal-MUSIC; Array signal processing; Classification algorithms; Computational modeling; Delay estimation; Direction of arrival estimation; Frequency estimation; Multiple signal classification; Partitioning algorithms; Propagation delay; Signal processing;
Conference_Titel :
Antennas and Propagation Society International Symposium, 2005 IEEE
Print_ISBN :
0-7803-8883-6
DOI :
10.1109/APS.2005.1552598