Title :
Adaptive iterative decision multi-feedback detection for multi-user MIMO systems
Author :
Li, Peng ; Liu, Jingjing ; De Lamare, Rodrigo C.
Author_Institution :
Dept. of Electron., Univ. of York, York, UK
Abstract :
An adaptive iterative decision multi-feedback detection algorithm with constellation constraints is proposed for multiuser multi-cantenna systems. An enhanced detection and interference cancellation is performed by introducing multiple constellation points as decision candidates. A complexity reduction strategy is developed to avoid redundant processing with reliable decisions along with an adaptive recursive least squares algorithm for time-varying channels. An iterative detection and decoding scheme is also considered with the proposed detection algorithm. Simulations show that the proposed technique has a complexity as low as the conventional decision feedback detector while it obtains a performance close to the maximum likelihood detector.
Keywords :
MIMO communication; antennas; automatic repeat request; feedback; interference suppression; iterative methods; least squares approximations; maximum likelihood detection; multi-access systems; time-varying channels; adaptive iterative decision multifeedback detection; adaptive recursive least squares algorithm; constellation constraints; decision feedback detector; interference cancellation; maximum likelihood detector; multiuser MIMO systems; multiuser multiantenna systems; time-varying channels; Adaptive systems; Complexity theory; Detectors; Iterative decoding; MIMO; Reliability; Vectors; MIMO systems; RLS algorithms; decision feedback receivers; iterative processing; multi-user detection;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288555