Bounds on the Zero-Error List-Decoding Capacity of the $q/(q-1)$ Channel

TL;DR

This paper establishes exponential lower bounds on the zero-error list-decoding capacity of the $q/(q-1)$ channel for large list sizes, resolving a conjecture about capacity at larger list sizes.

Contribution

It provides new exponential lower bounds on the zero-error list-decoding capacity for the $q/(q-1)$ channel with list sizes proportional to $q$, extending previous results and resolving a conjecture.

Findings

Lower bounds show exponential decay of capacity with increasing $q$

Capacity remains exponentially small for list sizes up to $0.5q$

Resolves the conjecture on capacity at larger list sizes

Abstract

We consider the problem of determining the zero-error list-decoding capacity of the $q/(q-1)$ channel studied by Elias (1988). The $q/(q-1)$ channel has input and output alphabet consisting of $q$ symbols, say, $Q = \{x_1,x_2,\ldots, x_q\}$; when the channel receives an input $x \in Q$, it outputs a symbol other than $x$ itself. Let $n(m,q,\ell)$ be the smallest $n$ for which there is a code $C \subseteq Q^n$ of $m$ elements such that for every list $w_1, w_2, \ldots, w_{\ell+1}$ of distinct code-words from $C$, there is a coordinate $j \in [n]$ that satisfies $\{w_1[j], w_2[j], \ldots, w_{\ell+1}[j]\} = Q$. We show that for $\epsilon<1/6$, for all large $q$ and large enough $m$, $n(m,q, \epsilon q\ln{q}) \geq \Omega(\exp{(q^{1-6\epsilon}/8)}\log_2{m})$. The lower bound obtained by Fredman and Koml\'{o}s (1984) for perfect hashing implies that $n(m,q,q-1) = \exp(\Omega(q)) \log_2 m$; similarly, the lower bound obtained by K\"{o}rner (1986) for nearly-perfect hashing implies that $n(m,q,q) = \exp(\Omega(q)) \log_2 m$. These results show that the zero-error list-decoding capacity of the $q/(q-1)$ channel with lists of size at most $q$ is exponentially small. Extending these bounds, Chakraborty et al. (2006) showed that the capacity remains exponentially small even if the list size is allowed to be as large as $1.58q$. Our result implies that the zero-error list-decoding capacity of the $q/(q-1)$ channel with list size $\epsilon q$ for $\epsilon<1/6$ is $\exp{(\Omega(q^{1-6\epsilon}))}$. This resolves the conjecture raised by Chakraborty et al. (2006) about the zero-error list-decoding capcity of the $q/(q-1)$ channel at larger list sizes.