DocumentCode
1833660
Title
Analysis of CORDIC-based triangularization for MIMO MMSE filtering
Author
Boher, Laurent ; Rabineau, Rodrigue ; Helard, Maryline
Author_Institution
R&D Div., France Telecom, Cesson-Sevigne
fYear
2008
fDate
18-21 May 2008
Firstpage
948
Lastpage
951
Abstract
In this paper, hardware implementation of a 4 times 4 MIMO MMSE Equalizer based on a matrix triangularization is analysed. An architecture is proposed, where the 81 rotations required in the triangularization process are performed using pipelined CORDIC. Based on this architecture, the trade-off between complexity and data rate is studied through two FPGA implementations of the MMSE equalizer, computing MMSE filtering every 6 clock cycles or 38 clock cycles. Hardware complexity evaluations shows that due to the irregular computational need of the triangularization, it is more efficient to pipeline operations as much as possible to obtain the best complexity/data rate trade-off.
Keywords
MIMO communication; computational complexity; digital arithmetic; equalisers; field programmable gate arrays; filters; least mean squares methods; matrix algebra; signal processing; MIMO MMSE Filtering; MMSE equalizer; data rate trade-off; hardware complexity evaluations; matrix triangularization; pipelined CORDIC; Clocks; Computer architecture; Equalizers; Field programmable gate arrays; Filtering; Hardware; Iterative algorithms; MIMO; Matrix decomposition; Nonlinear filters; FPGA hardware implementation; MIMO equalization;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2008. ISCAS 2008. IEEE International Symposium on
Conference_Location
Seattle, WA
Print_ISBN
978-1-4244-1683-7
Electronic_ISBN
978-1-4244-1684-4
Type
conf
DOI
10.1109/ISCAS.2008.4541576
Filename
4541576
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