Abstract
A q-ary error-correcting code C ⊆ {1,2,...,q}n is said to be list decodable to radius ρ with list size L if every Hamming ball of radius ρ contains at most L codewords of C. We prove that in order for a q-ary code to be list-decodable up to radius (1–1/q)(1–ε)n, we must have L = Ω(1/ε 2). Specifically, we prove that there exists a constant c q >0 and a function f q such that for small enough ε > 0, if C is list-decodable to radius (1–1/q)(1–ε)n with list size c q /ε 2, then C has at most f q (ε) codewords, independent of n. This result is asymptotically tight (treating q as a constant), since such codes with an exponential (in n) number of codewords are known for list size L = O(1/ε 2).
A result similar to ours is implicit in Blinovsky [Bli] for the binary (q=2) case. Our proof works for all alphabet sizes, and is technically and conceptually simpler.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Blinovsky, V.M.: Bounds for codes in the case of list decoding of finite volume. Problems of Information Transmission 22(1), 7–19 (1986)
Elias, P.: List decoding for noisy channels. Technical Report 335, Research Laboratory of Electronics, MIT (1957)
Elias, P.: Error-correcting codes for list decoding. IEEE Transactions on Information Theory 37, 5–12 (1991)
Guruswami, V.: List decoding from erasures: Bounds and code constructions. IEEE Transactions on Information Theory 49(11), 2826–2833 (2003)
Guruswami, V., Hastad, J., Sudan, M., Zuckerman, D.: Combinatorial bounds for list decoding. IEEE Transactions on Information Theory 48(5), 1021–1035 (2002)
Lu, C.-J., Tsai, S.-C., Wu, H.-L.: On the complexity of hardness amplification. In: Proceedings of the 20th Annual IEEE Conference on Computational Complexity, San Jose, CA (June 2005) (to appear)
Radhakrishnan, J., Ta-Shma, A.: Bounds for dispersers, extractors, and depth-two superconcentrators. SIAM Journal on Discrete Mathematics 13(1), 2–24 (2000) (electronic)
Ta-Shma, A., Zuckerman, D.: Extractor codes. IEEE Transactions on Information Theory 50(12), 3015–3025 (2004)
Trevisan, L.: Extractors and Pseudorandom Generators. Journal of the ACM 48(4), 860–879 (2001)
Vadhan, S.P.: Randomness Extractors and their Many Guises. Tutorial at IEEE Symposium on Foundations of Computer Science (November 2002), Slides available at http://eecs.harvard.edu/~salil
Wozencraft, J.M.: List Decoding. Quarterly Progress Report, Research Laboratory of Electronics 48, 90–95 (1958)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Guruswami, V., Vadhan, S. (2005). A Lower Bound on List Size for List Decoding. In: Chekuri, C., Jansen, K., Rolim, J.D.P., Trevisan, L. (eds) Approximation, Randomization and Combinatorial Optimization. Algorithms and Techniques. APPROX RANDOM 2005 2005. Lecture Notes in Computer Science, vol 3624. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11538462_27
Download citation
DOI: https://doi.org/10.1007/11538462_27
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-28239-6
Online ISBN: 978-3-540-31874-3
eBook Packages: Computer ScienceComputer Science (R0)