Title :
Decentralized-Precoding Aided Rateless Codes for Wireless Sensor Networks
Author_Institution :
Toyota Central R&D Labs., Inc., Nagakute, Japan
fDate :
4/1/2012 12:00:00 AM
Abstract :
In this letter, we propose a novel decentralized-precoding aided rateless code, which is conceived for Wireless Sensor Networks (WSNs). More specifically, the proposed algorithm allows a collection of source nodes to precode their information symbols in an uncoordinated manner. The precoded symbols are then channel-encoded by a distributed rateless code at each sensor node. This architecture enables us to eliminate an error floor imposed on the conventional Luby Transform (LT)-code based WSNs, without requiring a central coordinator or any elaborate cooperations between the nodes. Our simulation results demonstrate that the proposed distributed rateless code is capable of attaining achievable BER performance comparable to that of a Raptor code coordinated by a central coordinator, while outperforming a distributed LT code.
Keywords :
channel coding; error statistics; precoding; wireless sensor networks; BER performance; LT-code based WSN; Luby transform-code based WSN; Raptor code; central coordinator; decentralized-precoding aided rateless codes; distributed LT code; distributed rateless code; sensor node; wireless sensor networks; Binary phase shift keying; Bit error rate; Decoding; Multiaccess communication; Noise measurement; Throughput; Wireless sensor networks; Distributed storage; belief propagation algorithm; fountain codes; graphical codes; network coding; rateless codes; sensor network;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2012.021612.112589