Title :
Soft linear MMSE detection for coded MIMO systems
Author :
Youngmin Kim ; Jae Hyun Seo ; Heung Mook Kim ; Sooyoung Kim
Author_Institution :
Broadcasting Syst. Res. Dept., ETRI, Daejeon, South Korea
Abstract :
We propose a computationally efficient MIMO detection scheme which can provide accurate soft information to the decoder. The proposed scheme first estimates symbol-level information using MMSE method, and extract soft bit information from each detected symbol with linear order complexity. Compared to the maximum likelihood detection with exponential complexity, the proposed scheme greatly reduces the complexity due to its linear order of computational algorithm. Complexity reduction of the proposed scheme increases as the order of the modulation scheme and number of the antennas are increased.
Keywords :
MIMO communication; computational complexity; demodulation; estimation theory; least mean squares methods; linear antenna arrays; linear codes; modulation coding; antenna; coded MIMO system; complexity reduction; computational algorithm; computationally efficient MIMO detection scheme; decoding; exponential complexity; linear order complexity; maximum likelihood detection; modulation scheme; soft bit information extraction; soft linear MMSE detection scheme; symbol detection; symbol-level information estimation; Complexity theory; Decoding; Iterative decoding; MIMO; Noise; Turbo codes; Wireless communication; MMSE; coded MIMO; soft detection; turbo codes;
Conference_Titel :
Communications (APCC), 2013 19th Asia-Pacific Conference on
Conference_Location :
Denpasar
Print_ISBN :
978-1-4673-6048-7
DOI :
10.1109/APCC.2013.6766031