Title :
Combination of Zero-Forcing Nulling and Fuzzy Parallel Multistage Detection for MIMO Systems
Author :
Shu-Ming, Tseng ; Hung-Chieh, Yu ; Yao-Min, Huang
Author_Institution :
Nat. Taipei Univ. of Technol., Taipei
Abstract :
We propose zero-forcing (ZF) nulling followed by fuzzy parallel multistage detection for multi-input multi-output system. The parallel detector consists of two or more stages, the first stage give estimate of the substreams and the second stage refines this estimate. The output can also be further iterated to improve the performance. We use ZF for the first stage and then the adaptive partial weighting for parallel detector is evaluated using the fuzzy logic. The simulation results show the uncoded error probability of our proposed method is better than that of ZF followed by improved PIC with hyperbolic tangent function.
Keywords :
MIMO communication; error statistics; fuzzy set theory; MIMO system; adaptive partial weighting; error probability; fuzzy logic; fuzzy parallel multistage detection; multiinput multioutput system; zero-forcing nulling; Detectors; Error probability; Fuzzy logic; Fuzzy systems; Interference cancellation; MIMO; Multiaccess communication; Rayleigh channels; Receiving antennas; Transmitting antennas;
Conference_Titel :
Networking and Services, 2007. ICNS. Third International Conference on
Conference_Location :
Athens
Print_ISBN :
978-0-7695-2858-9
DOI :
10.1109/ICNS.2007.45