Title :
Real-valued maximum likelihood decoder for quasi-orthogonal space-time block codes
Author :
Azzam, Luay ; Ayanoglu, Ender
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of California, Irvine, CA, USA
Abstract :
In this letter, we propose a low complexity Maximum Likelihood (ML) decoding algorithm for quasi-orthogonal space-time block codes (QOSTBCs) based on the real-valued lattice representation and QR decomposition. We show that for a system with rate r = ns/T, where ns is the number of transmitted symbols per T time slots; the proposed algorithm decomposes the original complex-valued system into a parallel system with ns 2 times 2 real-valued components, thus allowing for a simple joint decoding of two real symbols. For a square QAM constellation with L points (L-QAM), this algorithm achieves full diversity by properly incorporating two-dimensional rotation using the optimal rotation angle and the same rotating matrix for any number of transmit antennas (N ges 4). We show that the complexity gain becomes greater when N or L becomes larger. The complexity of the proposed algorithm is shown to be linear with the number of transmitted symbols ns.
Keywords :
block codes; computational complexity; maximum likelihood decoding; space-time codes; QR decomposition; complex valued system; complexity gain; low complexity maximum likelihood decoding; optimal rotation angle; parallel system; quasiorthogonal space-time block codes; real-valued components; real-valued lattice representation; real-valued maximum likelihood decoder; rotating matrix; square QAM constellation; transmit antenna; Block codes; Lattices; MIMO; Maximum likelihood decoding; Maximum likelihood detection; Quadrature amplitude modulation; Receiving antennas; Signal processing; Symmetric matrices; Transmitting antennas; Quasi-orthogonal space-time block codes, pairwise symbol decoding, multiple-input multiple-output (MIMO), maximum likelihood (ML) detection, diversity, wireless communications;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2009.08.070470