Title :
Hardware implementations of Gaussian elimination over GF(2) for channel decoding algorithms
Author :
Scholl, Stefan ; Stumm, Christopher ; Wehn, Norbert
Author_Institution :
Microelectron. Syst. Design Res. Group, Univ. of Kaiserslautern, Kaiserslautern, Germany
Abstract :
In this paper, we investigate hardware implementations for Gaussian elimination of binary matrices. Gaussian elimination over GF(2) is a key operation used in several new channel decoding algorithms, that can provide large improvement of frame error rate over currently used algorithms. We first apply state-of-the-art architectures for binary Gaussian elimination to decoding algorithms. Then, we present a new hardware architecture, that has considerably less resource utilization and a higher throughput than state-of-the-art solutions. The designs have been implemented and compared on a Virtex 7 FPGA.
Keywords :
Galois fields; Gaussian processes; channel coding; decoding; error statistics; matrix algebra; GF(2); Virtex 7 FPGA; binary Gaussian elimination; binary matrices; channel decoding algorithms; frame error rate; hardware architecture; hardware implementation; resource utilization; Algorithm design and analysis; Clocks; Computer architecture; Field programmable gate arrays; Hardware; Maximum likelihood decoding; Parity check codes;
Conference_Titel :
AFRICON, 2013
Conference_Location :
Pointe-Aux-Piments
Print_ISBN :
978-1-4673-5940-5
DOI :
10.1109/AFRCON.2013.6757620