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
Link To Document :
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