DocumentCode
3547763
Title
Scheduling algorithm for partially parallel architecture of LDPC decoder by matrix permutation
Author
Park, In-Cheol ; Kang, Se-Hyeon
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., KAIST, Daejeon, South Korea
fYear
2005
fDate
23-26 May 2005
Firstpage
5778
Abstract
The fully parallel LDPC decoding architecture can achieve high decoding throughput, but it suffers from large hardware complexity caused by a large set of processing units (PUs) and complex interconnections. A practical solution of area-efficient decoders is to use the partially parallel architecture in which a PU is shared for several rows or columns. It is important in the partially parallel architecture to determine the rows or columns to be processed in a PU and their processing order. The dependencies between rows and columns should be considered to minimize the overall processing time by overlapping the decoding operations. This paper proposes an efficient scheduling algorithm that can be applied to general LDPC codes, which is based on the concept of matrix permutation. Experimental results show that the proposed scheduling achieves a higher decoding rate, leading to a reduction of 25% processing time on average. A 1024-bit rate-1/2 LDPC decoder, employing the proposed scheduling algorithm, provides almost 1 Gbps decoding throughput and occupies one-fifth the area compared to the fully parallel decoder.
Keywords
decoding; matrix algebra; parallel architectures; parity check codes; processor scheduling; 1 Gbit/s; 1024 bit; area-efficient LDPC decoder; decoder scheduling algorithm; decoding operation overlapping; decoding rate; decoding throughput; matrix permutation; partially parallel architecture; row/column shared processing unit; Computer architecture; Error probability; Hardware; Iterative decoding; Message passing; Parallel architectures; Parity check codes; Scheduling algorithm; Sparse matrices; Throughput;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN
0-7803-8834-8
Type
conf
DOI
10.1109/ISCAS.2005.1465951
Filename
1465951
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