TY - GEN
T1 - Concatenated codes can achieve list-decoding capacity
AU - Guruswami, Venkatesan
AU - Rudra, Atri
PY - 2008
Y1 - 2008
N2 - We prove that binary linear concatenated codes with an outer algebraic code (specifically, a folded Reed-Solomon code) and independently and randomly chosen linear inner codes achieve the list-decoding capacity with high probability. In particular, for any 0 < ρ < 1/2 and ε > 0, there exist concatenated codes of rate at least 1 - H(ρ) - ε that are (combinatorially) list-decodable up to a fraction ρ of errors. (The best possible rate, aka list-decoding capacity, for such codes is 1 - H(ρ), and is achieved by random codes.) A similar result, with better list size guarantees, holds when the outer code is also randomly chosen. Our methods and results extend to the case when the alphabet size is any fixed prime power q ≥ 2. Our result shows that despite the structural restriction imposed by code concatenation, the family of concatenated codes is rich enough to include capacity achieving listdecodable codes. This provides some encouraging news for tackling the problem of constructing explicit binary listdecodable codes with optimal rate, since code concatenation has been the preeminent method for constructing good codes over small alphabets.
AB - We prove that binary linear concatenated codes with an outer algebraic code (specifically, a folded Reed-Solomon code) and independently and randomly chosen linear inner codes achieve the list-decoding capacity with high probability. In particular, for any 0 < ρ < 1/2 and ε > 0, there exist concatenated codes of rate at least 1 - H(ρ) - ε that are (combinatorially) list-decodable up to a fraction ρ of errors. (The best possible rate, aka list-decoding capacity, for such codes is 1 - H(ρ), and is achieved by random codes.) A similar result, with better list size guarantees, holds when the outer code is also randomly chosen. Our methods and results extend to the case when the alphabet size is any fixed prime power q ≥ 2. Our result shows that despite the structural restriction imposed by code concatenation, the family of concatenated codes is rich enough to include capacity achieving listdecodable codes. This provides some encouraging news for tackling the problem of constructing explicit binary listdecodable codes with optimal rate, since code concatenation has been the preeminent method for constructing good codes over small alphabets.
UR - https://www.scopus.com/pages/publications/58249138995
M3 - Conference contribution
SN - 9780898716474
T3 - Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms
SP - 258
EP - 267
BT - Proceedings of the 19th Annual ACM-SIAM Symposium on Discrete Algorithms
T2 - 19th Annual ACM-SIAM Symposium on Discrete Algorithms
Y2 - 20 January 2008 through 22 January 2008
ER -