Title :
Field-order based hardware cost analysis of non-binary LDPC decoders
Author :
Toriyama, Yuta ; Amiri, Behzad ; Dolecek, Lara ; Markovic, Dejan
Author_Institution :
Dept. of Electr. Eng., Univ. of California, Los Angeles, Los Angeles, CA, USA
Abstract :
Non-binary low-density parity-check codes exhibit excellent coding gain at the cost of decoding complexity. Furthermore, the effects of the Galois field order on the hardware cost have not been well established. We propose a modification to the Min-Max algorithm to simplify calculations while maintaining decoding performance. In addition, a hardware area efficiency analysis is proposed, allowing a quantified exploration of the decoder design space. This analysis reveals that the proposed algorithm yields multiple choices: a GF(4) decoder with 2x hardware efficiency or a GF(8) decoder with 1dB coding gain, relative to the original algorithm in GF(4).
Keywords :
Galois fields; decoding; parity check codes; Galois field order; coding gain; decoding complexity; field-order based hardware cost analysis; low density parity check codes; minmax algorithm; nonbinary LDPC decoder; Algorithm design and analysis; Computer architecture; Decoding; Hardware; Logic gates; Parity check codes; Throughput;
Conference_Titel :
Signals, Systems and Computers, 2014 48th Asilomar Conference on
Print_ISBN :
978-1-4799-8295-0
DOI :
10.1109/ACSSC.2014.7094832