Title :
A parallel implementation of the message-passing decoder of LDPC codes using a reconfigurable optical model
Author :
Babvey, Sharareh ; Bourgeois, Anu G. ; Fernandez-Zepeda, J.A. ; McLaughlin, Steven W.
Author_Institution :
Dept. of Comput. Sci., Georgia State Univ., Atlanta, GA, USA
Abstract :
In this paper we propose a constant-time algorithm for parallel implementation of the message-passing decoder of low density parity check (LDPC) codes on the linear array with a reconfigurable pipelined bus system (LARPBS), achieving the minimum number of processors required for a fully parallel implementation. Dynamic reconfiguration provides flexibility to code changes and efficient message routing. To decode a different code, we may simply set up the required connections between the bit-nodes and check-nodes by modifying the initialization phase of the LARPBS algorithm. No extra wiring or hardware changes are required, as compared to other existing approaches. Moreover, the same hardware can implement the decoder in both probability and logarithm domains. The LARPBS also allows reducing the number of the bus cycles required for processor communications to a small constant, regardless of the code length. We illustrate that the LARPBS is an efficient and fast model for implementing the decoder.
Keywords :
decoding; message passing; parity check codes; pipeline processing; reconfigurable architectures; system buses; constant-time algorithm; low density parity check codes; message-passing decoder; optical buses; reconfigurable architecture; reconfigurable optical model; reconfigurable pipelined bus system; Computer science; Error correction; Hardware; Iterative decoding; Optical arrays; Optical noise; Parity check codes; Routing; Signal to noise ratio; Wiring; LDPC codes; Reconfigurable architectures; message-passing decoder; optical buses;
Conference_Titel :
Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, 2005 and First ACIS International Workshop on Self-Assembling Wireless Networks. SNPD/SAWN 2005. Sixth International Conference on
Print_ISBN :
0-7695-2294-7
DOI :
10.1109/SNPD-SAWN.2005.6