Title :
An efficient implementation of a maximum-likelihood detector for space-time block coded systems
Author :
Uysal, Murat ; Georghiades, Costas N.
Author_Institution :
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
fDate :
4/1/2003 12:00:00 AM
Abstract :
We investigate maximum-likelihood (ML) sequence estimation for space-time block coded systems without assuming channel knowledge. The quadratic form of the ML receiver in this case does not readily lend itself to efficient implementation. However, under quasi-static channel conditions, the likelihood function reduces to a simple form similar to the classical correlation receiver in matrix notation. It also allows the development of a recursive expression that can be easily implemented by a Viterbi-type algorithm with a reasonable complexity. Although the receiver is suboptimum for the nonstatic case, its performance is close to the optimum for a range of signal-to-noise ratios.
Keywords :
Viterbi detection; block codes; fading channels; maximum likelihood detection; maximum likelihood sequence estimation; space-time codes; trellis codes; MLSE; Viterbi-type algorithm; complexity; correlation receiver; likelihood function; matrix notation; maximum-likelihood detector; maximum-likelihood sequence estimation; quadratic ML receiver; quasi-static channel conditions; quasi-static fading; recursive expression; signal-to-noise ratio; space-time block coded systems; space-time trellis coding; suboptimum receiver; Block codes; Channel estimation; Detectors; Fading; Maximum likelihood decoding; Maximum likelihood detection; Maximum likelihood estimation; Object detection; Transmitting antennas; Wireless communication;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2003.810861