DocumentCode
2011630
Title
Design of a lattice decoder for MIMO systems in FPGA
Author
Ma, Jing ; Huang, Xinming
Author_Institution
Dept. of Electr. Eng., New Orleans Univ., LA, USA
fYear
2004
fDate
13-15 Oct. 2004
Firstpage
24
Lastpage
29
Abstract
Hardware implementation of lattice decoding algorithms becomes a challenging task as the complexity of MIMO systems increases. This paper presents the design and implementation of a Schnorr-Euchner strategy based lattice decoder using an FPGA. This lattice decoding algorithm has high data dependency during the iterative closest lattice point search procedures. The parallelism of the algorithm is explored and efficient hardware architectures are developed with the decoding function on FPGA and the data preprocessing on DSP. The system prototype of the decoder shows that it supports 2.7 Mbits/s data rate on a Virtex2-1000 FPGA, and is about 4 times faster than a DSP-based lattice decoder. The bit error rate (BER) performance is also tested and verified with software simulation.
Keywords
MIMO systems; error statistics; field programmable gate arrays; iterative decoding; parallel algorithms; 2.7 Mbit/s; BER performance; DSP data preprocessing; FPGA; MIMO wireless systems; Schnorr-Euchner strategy based lattice decoder; algorithm parallelism; bit error rate; high data dependency decoding algorithm; iterative closest lattice point search procedures; lattice decoding algorithm hardware implementation; Bit error rate; Data preprocessing; Digital signal processing; Field programmable gate arrays; Hardware; Iterative algorithms; Iterative decoding; Lattices; MIMO; Software prototyping;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Systems, 2004. SIPS 2004. IEEE Workshop on
Print_ISBN
0-7803-8504-7
Type
conf
DOI
10.1109/SIPS.2004.1363019
Filename
1363019
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