Title :
Iterative detection of MIMO signals with linear detectors
Author :
Witzke, Melanie ; Baro, Stephan ; Schreckenbach, Frank ; Hagenauer, Joachim
Author_Institution :
Inst. for Commun. Eng., Technische Univ. Munchen, Munich, Germany
Abstract :
We investigate an iterative receiver structure performing joint symbol detection and decoding to suppress the strong interference in multiple input multiple output (MIMO) systems. A linear minimum mean-squared error (MMSE) detector is compared with a simplified approach. Existing approaches for related scenarios are modified and extended to fit to a generalized MIMO transmitter structure such that the developed detectors are applicable to many known MIMO systems. Simulation results show that the proposed iterative receivers achieve large gains over standard solutions. Interestingly, feeding back the entire a posteriori information from the decoder to the detector outperforms the common approach of feeding back extrinsic information.
Keywords :
MIMO systems; interference suppression; iterative decoding; receivers; signal detection; MIMO signals; adaptive linear detector; adaptive linear filter; computational complexity; iterative detection; iterative receiver structure; joint symbol detection/decoding; linear MMSE detector; minimum mean-squared error; multiple input multiple output; serial interference cancellation; Additive white noise; Computational complexity; Detectors; Frequency; Interference; Iterative decoding; MIMO; Receiving antennas; Signal detection; Transmitters;
Conference_Titel :
Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-7576-9
DOI :
10.1109/ACSSC.2002.1197193