Multichannel Optimal Tree-Decodable Codes are Not Always Optimal Prefix Codes
Hoover H. F. Yin, Harry W. H. Wong, Mehrdad Tahernia, Russell W. F. Lai · 2022 IEEE International Symposium on Information Theory (ISIT) · 2022
The theory of multichannel prefix codes aims to generalize the classical theory of prefix codes. Although single- two-channel prefix codes always have decoding trees, the same cannot be said when there are more than two channels. One question is of theoretical interest: Do there exist optimal codes that are not optimal prefix codes? Existing literature, focused on generalizing single-channel results, covered little about non-tree-decodable prefix codes since they have no single-channel counterparts. In this work, we study the fundamental reason behind the non-tree-decodability of prefix codes. By investigating the non-tree-decodable structure, we obtain a general sufficient condition on the channel alphabets for the existence of optimal tree-decodable codes that are not optimal prefix codes.