Title :
Spirit-like Multiuser Symbol Detection with Multiple Receive Antenna
Author :
Bizaki, H.K. ; Falahati, A.
Author_Institution :
Dept. of Electron. Eng., Iran Univ. of Sci. & Technol., Tehran
Abstract :
This paper proposes blind multiuser detection (MUD) system that does not require any training sequences (bits) for symbol detection. This scheme can be applied for multiple receive antenna systems to achieve power gain at the receiver. Although in MUD systems all algorithms employed are basically blind, the proposed scheme can not only separate each user´s signal but also achieve high transmission performance for each user without a priori information of a channel and transmit sequence. A correlation-based algorithm is proposed here in order to estimate channel in blind methods. By introducing the interference cancellation and minimum mean square error (MMSE) detector, vector channel impulse response (VCIR) can be identified by an estimation of signal parameters via rotational invariance techniques (ESPRIT)-like method and singular value decomposition (SVD). By using the estimated VCIR, it is possible to detect symbols by nulling and zero interference cancellation method similar to that of a vertical bell laboratory space time code (V-BLAST) system. Finally, performance of the proposed scheme is verified by extensive computer simulations
Keywords :
blind source separation; channel estimation; correlation methods; interference (signal); least mean squares methods; receiving antennas; signal detection; singular value decomposition; space-time codes; ESPRIT; SPIRIT; blind multiuser detection system; channel estimation; correlation-based algorithm; estimation of signal parameters via rotational invariance techniques; interference cancellation; minimum mean square error detector; multiple receive antenna systems; multiuser symbol detection; singular value decomposition; vector channel impulse response; vertical bell laboratory space time code system; Computer simulation; Detectors; Interference cancellation; Mean square error methods; Multiuser detection; Parameter estimation; Receiving antennas; Signal processing; Singular value decomposition; Space time codes; Blind Detection; ESPRIT; MIMO channel; MUD; V-Blast;
Conference_Titel :
Information and Communication Technologies, 2006. ICTTA '06. 2nd
Conference_Location :
Damascus
Print_ISBN :
0-7803-9521-2
DOI :
10.1109/ICTTA.2006.1684729