B
Bao Liu
Researcher at Xi'an Jiaotong University
Publications - 3
Citations - 18
Bao Liu is an academic researcher from Xi'an Jiaotong University. The author has contributed to research in topics: Statistical hypothesis testing & Multivariate normal distribution. The author has an hindex of 3, co-authored 3 publications receiving 17 citations.
Papers
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Journal ArticleDOI
A 2-SPRT Based Approach to Multiple-Model Hypothesis Testing for Multi-Distribution Detection
Bao Liu,Jian Lan,X. Rong Li +2 more
TL;DR: The theoretical validity of 2-SPRT is proved for the problem of testing hypotheses with multivariate normal densities and a technique of forced independence and identical distribution is presented to map the non-i.i.d. likelihood ratio sequence to an i.i-d.
Proceedings ArticleDOI
Multiple-model hypothesis testing based on 2-SPRT
Bao Liu,Jian Lan,X. Rong Li +2 more
TL;DR: The theoretical validity of 2-SPRT is proved for the problem of testing hypotheses with multivariate normal densities and a method of forced independence and identical distribution to optimally map the non-i.i.d. likelihood ratio sequence is presented.
Proceedings Article
Multiple-model hypothesis testing using adaptive representative model
Bao Liu,Jian Lan,X. Rong Li +2 more
TL;DR: This paper presents a multiple-model hypothesis testing (MMHT) approach using a representative model (RM) for detecting unknown events that may have multiple distributions, and addresses various difficulties of MMHT for composite, multivariate, nondisjoint, and mis-specified hypothesis sets with correlated observations.