DocumentCode
3548068
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
fYear
2013
fDate
29-31 Aug. 2013
Firstpage
657
Lastpage
660
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (APCC), 2013 19th Asia-Pacific Conference on
Conference_Location
Denpasar
Print_ISBN
978-1-4673-6048-7
Type
conf
DOI
10.1109/APCC.2013.6766031
Filename
6766031
Link To Document