DocumentCode :
2737130
Title :
Single newton-raphson iteration for integer-rounded divider for lattice reduction algorithms
Author :
Gestner, Brian ; Anderson, David V.
Author_Institution :
Sch. of ECE, Georgia Inst. of Technol., Atlanta, GA
fYear :
2008
fDate :
10-13 Aug. 2008
Firstpage :
966
Lastpage :
969
Abstract :
For MIMO transmissions lattice reduction-aided equalizers have emerged as a potential low-complexity method for achieving the same receiver diversity as high-complexity maximum likelihood (ML) detectors. Toward the VLSI implementation of lattice reduction algorithms, we address the integer-rounding operation present in these algorithms. In particular we exploit the reciprocal-reuse of a complex-valued lattice reduction algorithm, the Complex Lenstra, Lenstra, Lovasz (CLLL) algorithm, by employing the reciprocation-based Newton-Raphson iteration technique. We derive an easily-computed upper-bound of the relative quotient error for a given reciprocal table size. In addition we show how the CLLL algorithm contains part of the rounding error detection operations necessary for Newton-Raphson-based methods. Application of this analysis results in an area-efficient hardware architecture for FPGAs that requires a small reciprocal look-up table. Implementation results on both Xilinx Virtex4 and Virtex5 FPGAs show that our approach exhibits slightly smaller average latency and requires 40% less equivalent gates than a comparison architecture constructed from existing IP blocks.
Keywords :
MIMO communication; Newton-Raphson method; VLSI; computational complexity; diversity reception; equalisers; error detection; field programmable gate arrays; roundoff errors; signal detection; telecommunication network reliability; MIMO transmissions lattice reduction-aided equalizers; VLSI implementation; Virtex5 FPGA; Xilinx Virtex4 FPGA; complex Lenstra-Lenstra-Lovasz algorithm; complex-valued lattice reduction algorithm reciprocal-reuse; hardware architecture; integer-rounded divider; low-complexity method; receiver diversity; reciprocal look-up table; reciprocal table size; relative quotient error; rounding error detection operations; single reciprocation-based Newton-Raphson iteration technique; Detectors; Equalizers; Field programmable gate arrays; Hardware; Lattices; MIMO; Maximum likelihood detection; Roundoff errors; Table lookup; Very large scale integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2008. MWSCAS 2008. 51st Midwest Symposium on
Conference_Location :
Knoxville, TN
ISSN :
1548-3746
Print_ISBN :
978-1-4244-2166-4
Electronic_ISBN :
1548-3746
Type :
conf
DOI :
10.1109/MWSCAS.2008.4616962
Filename :
4616962
Link To Document :
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