DocumentCode
3274707
Title
A Universal Systolic Array for Linear MIMO Detections
Author
Wang, Jingming ; Daneshrad, Babak
Author_Institution
Augusta Technol., USA, Inc., Santa Clara
fYear
2008
fDate
March 31 2008-April 3 2008
Firstpage
147
Lastpage
152
Abstract
The detection of MIMO signals presents a formidable computation challenge due to the inherent complexity incurred by matrix-type wireless fading channels. To reduce the hardware cost, linear MIMO detection algorithms can be used instead of non-linear space-time processing. Conventionally, adaptive linear algorithms such as RLS and LMS are treated separately in implementation from matrix inversion based algorithms such as ZF and MMSE. In this paper, we identify the similarities between the QR-decomposition based forms of RLS and MMSE MIMO detection and present a unified systolic array implementation that can accommodate both. In the meanwhile, some subtle but important differences also exist. As a result, the unified array must have a size of Nr x Nr (assuming Nt les Nr) and both array inputs and array operations need to be controlled accordingly. As special cases of RLS and MMSE, LMS and ZF can also be realized in the same array, making the array flexible enough for all linear MIMO detection algorithms.
Keywords
MIMO communication; array signal processing; fading channels; least mean squares methods; matrix decomposition; matrix inversion; signal detection; systolic arrays; MMSE MIMO detection; QR-decomposition; adaptive linear algorithm; least mean squares methods; linear MIMO signal detection; matrix inversion; matrix-type wireless fading channel; recursive least square method; universal systolic array; Costs; Detection algorithms; Fading; Hardware; Least squares approximation; MIMO; Resonance light scattering; Signal detection; Size control; Systolic arrays;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications and Networking Conference, 2008. WCNC 2008. IEEE
Conference_Location
Las Vegas, NV
ISSN
1525-3511
Print_ISBN
978-1-4244-1997-5
Type
conf
DOI
10.1109/WCNC.2008.31
Filename
4489062
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