Title :
Joint estimation of the DOA and delay based on the TST-ESPRIT in a wireless channel
Author :
Wang, Yung-Yi ; Chen, Jiunn-Tsair ; Fang, Wen-Hsien
Author_Institution :
Dept. of Electron. Eng., St. John´´s & Saint Mary´´s Inst. of Technol., Taipei, Taiwan
Abstract :
This paper presents a one-dimensional (1D) estimation of signal parameter via rotational invariance technique (ESPRIT)-based approach, TST-ESPRIT, for jointly estimating the directions of arrival (DOAs) and the propagation delays in a wireless multiray channel. The DOAs and the propagation delays are estimated by the spatial-ESPRIT (S-ESPRIT) and by the temporal-ESPRIT (T-ESPRIT), respectively. Based on the spatial-temporal characteristics of the multiray channel, the proposed approach in a tree structure combines the temporal filtering technique and the spatial beamforming technique along with two T-ESPRITs and one S-ESPRIT. The incoming rays are thus grouped, isolated, and then estimated. At the same time, the pairing of the estimated DOAs and delays are automatically determined. Compared with previous works, the TST-ESPRIT can provide better performance with substantially reduced computational complexity. Some simulations are furnished to justify the proposed algorithm
Keywords :
array signal processing; computational complexity; delay estimation; direction-of-arrival estimation; multipath channels; trees (mathematics); 1D ESPRIT-based approach; DOA estimation; TST-ESPRIT; delay estimation; direction of arrival; propagation delay; reduced computational complexity; spatial beamforming; spatial-ESPRIT; temporal filtering; temporal-ESPRIT; tree structure; wireless multipath channel; wireless multiray channel; Array signal processing; Computational complexity; Computational modeling; Delay effects; Delay estimation; Direction of arrival estimation; Filtering; Parameter estimation; Propagation delay; Tree data structures;
Conference_Titel :
Wireless Communications, 2001. (SPAWC '01). 2001 IEEE Third Workshop on Signal Processing Advances in
Conference_Location :
Taiwan
Print_ISBN :
0-7803-6720-0
DOI :
10.1109/SPAWC.2001.923909