DocumentCode
1933964
Title
Low complexity generalized geometric mean decomposition and DFE transceiver design
Author
Liu, Chih-Hao ; Vaidyanathan, P.P.
Author_Institution
Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
fYear
2011
fDate
6-9 Nov. 2011
Firstpage
1574
Lastpage
1578
Abstract
The complexity1 of the generalized geometric mean decomposition (GGMD) depends on the GGMD parameters. This paper consider the low complexity GGMD (LCGGMD) which has the least complexity within the class of GGMD. LCGGMD can be used in designing an optimal decision feedback equalizer (DFE) transceiver for a multi-input-multi-output (MIMO) channel. A novel iterative receiver detection algorithm for the receiver is also proposed. A LCGGMD transceiver always has less or equal design and implementation complexity as compared to a GMD DFE minimum mean square error (MMSE) transceiver. For the applications in which the SVDs of the equivalent MIMO channel matrices can be easily computed, such as cyclic prefix (CP) systems, the proposed LCGGMD transceiver has the most complexity-advantage over the GMD transceiver when the size of data block is highly factorable. In the simulations, LCGGMD transceivers are designed for CP systems and performance comparisons are made with well-known transceivers.
Keywords
MIMO communication; computational complexity; decision feedback equalisers; mean square error methods; radio transceivers; singular value decomposition; DFE transceiver design; GMD DFE minimum mean square error transceiver; MIMO channel matrices; SVD; cyclic prefix systems; implementation complexity; iterative receiver detection; low complexity generalized geometric mean decomposition; multiinput-multioutput channel; optimal decision feedback equalizer transceiver; Bit error rate; Complexity theory; Decision feedback equalizers; MIMO; Receivers; Transceivers; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers (ASILOMAR), 2011 Conference Record of the Forty Fifth Asilomar Conference on
Conference_Location
Pacific Grove, CA
ISSN
1058-6393
Print_ISBN
978-1-4673-0321-7
Type
conf
DOI
10.1109/ACSSC.2011.6190284
Filename
6190284
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