학술논문

The Role of the Alphabet in Network Coding: An Optimization Approach
Document Type
Conference
Source
2023 IEEE Information Theory Workshop (ITW) Information Theory Workshop (ITW), 2023 IEEE. :526-531 Apr, 2023
Subject
Communication, Networking and Broadcast Technologies
Signal Processing and Analysis
Conferences
Network coding
Programming
Complexity theory
Indexes
Optimization
Index Terms
multicast network
capacity
mixed-integer programming
Language
ISSN
2475-4218
Abstract
We consider the problem of determining the one-shot, zero-error capacity of a coded, multicast network over a small alphabet. We introduce a novel approach to this problem based on a mixed-integer program, which computes the size of the largest unambiguous codebook for a given alphabet size. As an application of our approach, we recover, extend and refine various results that were previously obtained with case-by-case analyses or specialized arguments, giving evidence of the wide applicability of our approach. We also provide two simple ideas that reduce the complexity of our method for some families of networks. We conclude the paper by outlining a research program we wish to pursue to investigate the one-shot capacity of large networks affected by adversarial noise and, more generally, the role played by the alphabet size in network coding.