Title :
Recursive decoding and its performance for low-rate Reed-Muller codes
Author_Institution :
Coll. of Eng., Univ. of California, Riverside, CA, USA
fDate :
5/1/2004 12:00:00 AM
Abstract :
Recursive decoding techniques are considered for Reed-Muller (RM) codes of growing length n and fixed order r. An algorithm is designed that has complexity of order nlogn and corrects most error patterns of weight up to n(1/2-ε) given that ε exceeds n-12r/. This improves the asymptotic bounds known for decoding RM codes with nonexponential complexity. To evaluate decoding capability, we develop a probabilistic technique that disintegrates decoding into a sequence of recursive steps. Although dependent, subsequent outputs can be tightly evaluated under the assumption that all preceding decodings are correct. In turn, this allows us to employ second-order analysis and find the error weights for which the decoding error probability vanishes on the entire sequence of decoding steps as the code length n grows.
Keywords :
Reed-Muller codes; decoding; error statistics; Plotkin construction; Reed-Muller codes; error probability; recursive decoding; second-order analysis; Algorithm design and analysis; Communication system control; Encoding; Error correction; Error correction codes; Error probability; Maximum likelihood decoding; Polynomials; Veins;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2004.826632