New Results on Testing Against Independence with Rate-Limited Constraints

This work studies error exponent limits in hypothesis testing (HT) in a distributed scenario with partial communication constraints. We derive general conditions on the Type I error restriction under which the error exponent of the optimal Type II error has a closed-form characterization for the tas...

Full description

Bibliographic Details

Published in:	2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP) pp. 1 - 5
Main Authors:	Espinosa, Sebastian, Silva, Jorge F., Piantanida, Pablo
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.11.2019
Subjects:	Distributed hypothesis testing error exponent Error probability information bottleneck Information processing multi-terminal source coding Source coding Testing
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!