Title :
Linear Signal Detector for V-BLAST Scheme Based on Probabilistic Data Association
Author :
Song, Lingyang ; Hjorungnes, Are ; Li, Haopeng
Author_Institution :
UniK-Univ. Grad. Center, Oslo Univ., Oslo, Norway
Abstract :
In this paper, we propose a linear probabilistic data association (PDA) based signal detector for V-BLAST. The main idea is to utilize the principle of a pre-whitening filter to realize single symbol detection, similar to virtual single input and single output (SISO) system, by removing the effects of past decisions. Simulation results show that our scheme can provide performance very close to ML decoding with extremely low computational complexity.
Keywords :
filtering theory; signal detection; V-BLAST scheme; linear probabilistic data association; linear signal detector; prewhitening filter; symbol detection; virtual single input and single output system; Computational complexity; Computational modeling; Detectors; Filters; Integrated circuit noise; Maximum likelihood detection; Performance loss; Personal digital assistants; Receiving antennas; Signal detection;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1311-9
DOI :
10.1109/WICOM.2007.336
