A new insight into GAMP and AMP

A new insight into GAMP and AMP

A concise expectation propagation (EP) based message passing algorithm (MPA) is derived for the general measurement channel. By neglecting some high-order infinitesimal terms, the EP-MPA is proven to be equivalent to the Generalized Approximate Message Passing (GAMP), which exploits central limit...

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Bibliographic Details
Main Authors: Liu, Lei, Li, Ying, Huang, Chongwen, Yuen, Chau, Guan, Yong Liang
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2021
Subjects:
Engineering::Electrical and electronic engineering
Expectation Propagation
Approximate Message Passing
Online Access:https://hdl.handle.net/10356/151568

Internet

https://hdl.handle.net/10356/151568

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