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
id doaj-64f22514d1c448b990192479de07d99e
record_format Article
spelling doaj-64f22514d1c448b990192479de07d99e2020-11-24T21:38:51ZengSpringerOpenEURASIP Journal on Wireless Communications and Networking1687-14992017-09-012017111910.1186/s13638-017-0943-yPerformance analysis on joint channel decoding and state estimation in cyber-physical systemsLiang Li0Shuping Gong1Ju Bin Song2Husheng Li3Department of Electrical Engineering and Computer Science, the University of TennesseeDepartment of Electronic Engineering, Kyung Hee UniversitySequans CommunicationsDepartment of Electrical Engineering and Computer Science, the University of TennesseeAbstract 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.http://link.springer.com/article/10.1186/s13638-017-0943-yChannel codingState estimationEXIT chartMSE transfer chartCPSs
collection DOAJ
language English
format Article
sources DOAJ
author Liang Li
Shuping Gong
Ju Bin Song
Husheng Li
spellingShingle Liang Li
Shuping Gong
Ju Bin Song
Husheng Li
Performance analysis on joint channel decoding and state estimation in cyber-physical systems
EURASIP Journal on Wireless Communications and Networking
Channel coding
State estimation
EXIT chart
MSE transfer chart
CPSs
author_facet Liang Li
Shuping Gong
Ju Bin Song
Husheng Li
author_sort Liang Li
title Performance analysis on joint channel decoding and state estimation in cyber-physical systems
title_short Performance analysis on joint channel decoding and state estimation in cyber-physical systems
title_full Performance analysis on joint channel decoding and state estimation in cyber-physical systems
title_fullStr Performance analysis on joint channel decoding and state estimation in cyber-physical systems
title_full_unstemmed Performance analysis on joint channel decoding and state estimation in cyber-physical systems
title_sort performance analysis on joint channel decoding and state estimation in cyber-physical systems
publisher SpringerOpen
series EURASIP Journal on Wireless Communications and Networking
issn 1687-1499
publishDate 2017-09-01
description 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.
topic Channel coding
State estimation
EXIT chart
MSE transfer chart
CPSs
url http://link.springer.com/article/10.1186/s13638-017-0943-y
work_keys_str_mv AT liangli performanceanalysisonjointchanneldecodingandstateestimationincyberphysicalsystems
AT shupinggong performanceanalysisonjointchanneldecodingandstateestimationincyberphysicalsystems
AT jubinsong performanceanalysisonjointchanneldecodingandstateestimationincyberphysicalsystems
AT hushengli performanceanalysisonjointchanneldecodingandstateestimationincyberphysicalsystems
_version_ 1725934176347095040

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