Performance analysis on joint channel decoding and state estimation in cyber-physical systems

Performance analysis on joint channel decoding and state estimation in cyber-physical systems

Abstract We propose to use an mean square error (MSE) transfer chart to evaluate the performance of the proposed belief propagation (BP)-based channel decoding and state estimation scheme. We focus on two models to evaluate the performance of BP-based channel decoding and state estimation: the seque...

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Bibliographic Details
Main Authors: Liang Li, Shuping Gong, Ju Bin Song, Husheng Li
Format: Article
Language:English
Published: SpringerOpen 2017-09-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Channel coding
State estimation
EXIT chart
MSE transfer chart
CPSs
Online Access:http://link.springer.com/article/10.1186/s13638-017-0943-y
Description
Summary:Abstract We propose to use an mean square error (MSE) transfer chart to evaluate the performance of the proposed belief propagation (BP)-based channel decoding and state estimation scheme. We focus on two models to evaluate the performance of BP-based channel decoding and state estimation: the sequential model and the iterative model. The numerical results show that the MSE transfer chart can provide much insight about the performance of the proposed channel decoding and state estimation scheme.
ISSN:1687-1499

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