Conference
Successive Refinement for Hypothesis Testing and Lossless One-Helper Problem
Abstract
We investigate two closely related successive refinement (SR) coding problems: 1) in the hypothesis testing (HT) problem, bivariate hypothesis $H_{0}:P_{XY}$ against $H_{1}: P_{X}P_{Y}$, i.e., test against independence is considered. One remote sensor collects data stream $X$ and sends summary information, constrained by SR coding rates, to a decision center which observes data stream $Y$ directly. 2) in the one-helper (OH) problem, $X$ and $Y$ …
Authors
Tian C; Chen J
Volume
54
Pagination
pp. 4666-4681
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
October 1, 2008
DOI
10.1109/tit.2008.928951
Conference proceedings
IEEE Transactions on Information Theory
Issue
10
ISSN
0018-9448