Title :
Quantization Error Correction Scheme for Lattice-Reduction Aided Linear Detection in MIMO Systems
Author :
Nguyen, Tien Duc ; Fujino, Tadashi ; Tran, Xuan Nam
Author_Institution :
Univ. of Electro-Commun., Tokyo
Abstract :
Recently, lattice reduction aided (LRA) detector has been introduced into conventional detectors for MIMO systems, to improve the performance. In LRA detectors, the first quantization step is simply a rounding operation, regardless to the original constellation. Sometimes, it causes quantization error that makes the obtained point to lie outside of the original constellation. In this paper, we propose a method to reduce the effect of quantization error. We investigated and found out that almost every time detection errors occur there are also quantization errors. Sphere detector (SD) is combined to get the optimal solution in case of quantization error. Simulation shows that the combined SD-LRA- detectors gives significant improvement with slightly additional complexity.
Keywords :
MIMO communication; error correction; least mean squares methods; maximum likelihood detection; quantisation (signal); MIMO systems; detection errors; lattice-reduction aided linear detection; quantization error correction scheme; sphere detector; Bit error rate; Detectors; Lattices; MIMO; Maximum likelihood detection; Maximum likelihood estimation; Quantization; Random variables; Receiving antennas; Scattering;
Conference_Titel :
Wireless and Mobile Computing, Networking and Communications, 2007. WiMOB 2007. Third IEEE International Conference on
Conference_Location :
White Plains, NY
Print_ISBN :
978-0-7695-2889-2
DOI :
10.1109/WIMOB.2007.4390805