Title :
Integrated MAP detection for V-BLAST systems without channel estimation
Author :
Luo, Zhendong ; Huang, Dawei
Author_Institution :
China Acad. of Telecommun. Res., MIIT, Beijing, China
fDate :
7/1/2009 12:00:00 AM
Abstract :
Generally, channel estimation is indispensable for signal detection in vertical Bell Laboratories layered space-time (V-BLAST) systems. However, channel estimation always cannot perfectly obtain the channel state information (CSI), and the inaccurate CSI may result in large performance degradation. In this paper, we propose a novel soft V-BLAST detector, called integrated maximum a posteriori (IMAP) detector. Unlike conventional detectors, the IMAP detector can avoid estimating the CSI and directly generate a posteriori probability of data symbols by efficient iterative computations. Moreover, we design a list-based fast searching algorithm to further reduce the complexity of the proposed detector in the cases of large numbers of transmit antennas or high order modulations. Computer simulation shows that the IMAP detector can approximately achieve the performance of the optimal detector using the perfect CSI.
Keywords :
maximum likelihood estimation; probability; radiocommunication; signal detection; V-BLAST system; a posteriori probability; channel state information; data symbols; integrated MAP detection; integrated maximum a posteriori detector; vertical Bell Laboratories layered space time systems; Algorithm design and analysis; Channel capacity; Channel estimation; Channel state information; Decoding; Degradation; Detectors; MIMO; Signal detection; Transmitting antennas; MIMO systems, BLAST, signal detection, channel estimation, maximum a posteriori (MAP).;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2009.080157