Belief Propagation With Optimized Pool Size for Non-Adaptive Group Testing: An Empirical Study

In this paper, an empirical study shows that positive tests containing multiple defectives are unlikely to provide effective messages in belief propagation (BP) for non-adaptive group testing. Thus, an objective function is proposed to measure the effectiveness of messages over edges, especially in...

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Bibliographic Details
Main Authors: Shuai Wang, Qin Huang
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9913428/