Title :
Iterative detection for V-BLAST MIMO communication systems based on expectation maximisation algorithm
Author :
Rad, K.R. ; Nasiri-Kenari, M.
Author_Institution :
Dept. of Electr. Eng., Sharif Univ. of Technol., Tehran, Iran
fDate :
5/27/2004 12:00:00 AM
Abstract :
By applying the expectation maximisation algorithm to the maximum likelihood detection of layered space-time codes, the conditional log-likelihood of a single layer is iteratively maximised, rather than maximising the intractable likelihood function of all layers. Computer simulations demonstrate the efficiency of the proposed detection scheme.
Keywords :
MIMO systems; iterative decoding; maximum likelihood detection; optimisation; space-time codes; MIMO communication systems iterative detection; computer simulations; conditional log-likelihood maximisation; expectation maximisation algorithm; intractable likelihood function; maximum likelihood detection; multiple input multiple output systems; space-time codes;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20040454
