Capacity Upper Bounds for the Deletion Channel

We present two upper bounds on the capacity of the i.i.d. binary deletion channel, where each bit is independently deleted with a fixed probability d. The first can be numerically evaluated for any fixed d. The second provides an asymptotic upper bound as d goes to 1. These appear to be the first nontrivial upper bounds for this probabilistic deletion channel.

[1]  Jeffrey D. Ullman,et al.  On the capabilities of codes to correct synchronization errors , 1967, IEEE Trans. Inf. Theory.

[2]  Khaled Abdel-Ghaffar Capacity per unit cost of a discrete memoryless channel , 1993 .

[3]  Michael Mitzenmacher,et al.  On Lower Bounds for the Capacity of Deletion Channels , 2006, IEEE Transactions on Information Theory.

[4]  Michael Mitzenmacher,et al.  Capacity Bounds for Sticky Channels , 2008, IEEE Transactions on Information Theory.

[5]  Michael Mitzenmacher,et al.  A Simple Lower Bound for the Capacity of the Deletion Channel , 2006, IEEE Transactions on Information Theory.

[6]  R. Gallager Information Theory and Reliable Communication , 1968 .

[7]  Florham Park,et al.  On Transmission Over Deletion Channels , 2001 .

[8]  Michael Mitzenmacher,et al.  Improved Lower Bounds for the Capacity of i.i.d. Deletion and Duplication Channels , 2007, IEEE Transactions on Information Theory.

[9]  Aleksandar Kavcic,et al.  Insertion/deletion channels: reduced-state lower bounds on channel capacities , 2004, International Symposium onInformation Theory, 2004. ISIT 2004. Proceedings..

[10]  Suhas N. Diggavi,et al.  On information transmission over a finite buffer channel , 2000, IEEE Transactions on Information Theory.

[11]  S.N. Diggavi,et al.  Information transmission over a finite buffer channel , 2000, 2000 IEEE International Symposium on Information Theory (Cat. No.00CH37060).

[12]  N.J.A. Sloane,et al.  On Single-Deletion-Correcting Codes , 2002, math/0207197.

[13]  Vladimir I. Levenshtein,et al.  Binary codes capable of correcting deletions, insertions, and reversals , 1965 .

[14]  R. Gallager SEQUENTIAL DECODING FOR BINARY CHANNELS WITH NOISE AND SYNCHRONIZATION ERRORS , 1961 .