A Data Forwarding Scheme Based on Delaunay Triangulation for Cyber-Physical Systems

Cyber-physical system (CPS) cooperates with physical processes, computing, communication, and control (3C) into multiple levels of information processing and operation management to streamline and fortify the operation of physical systems. Due to the unique characteristics, such as unpredictable nod...

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Main Authors: Junhai Luo, Yijun Cai, Changping Zhong
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2013/465369
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spelling doaj-b84a983cf91a4489926d01ff5c42cdc72020-11-24T22:42:46ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472013-01-01201310.1155/2013/465369465369A Data Forwarding Scheme Based on Delaunay Triangulation for Cyber-Physical SystemsJunhai Luo0Yijun Cai1Changping Zhong2School of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu 611731, ChinaSchool of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu 611731, ChinaSchool of Electronic Engineering, University of Electronic Science and Technology of China, Chengdu 611731, ChinaCyber-physical system (CPS) cooperates with physical processes, computing, communication, and control (3C) into multiple levels of information processing and operation management to streamline and fortify the operation of physical systems. Due to the unique characteristics, such as unpredictable node mobility, low node density, lack of global information and network intermittent connectivity, an algorithm for data forwarding in CPS is a considerably difficult and challenging problem, and there is no good solution to it in existing works. In this paper, we propose a fully-fledged data forwarding algorithm tailored to the CPS environment. The proposed protocol, called data forwarding based on Delaunay triangulation (DFDT), takes into account the computational geometry based on Delaunay triangulation to form a few triangle communities according to nodes’ connectivity. Data in a community are forwarded to other nodes once a node comes into this community to increase the data delivery ratio. DFDT achieves a good performance by data gathering and sending data to other nodes with higher probability of meeting the link. An extensive simulation has been performed to validate the analytical results and to show the effectiveness of our approach compared with the three existing popular data forwarding algorithms.http://dx.doi.org/10.1155/2013/465369
collection DOAJ
language English
format Article
sources DOAJ
author Junhai Luo
Yijun Cai
Changping Zhong
spellingShingle Junhai Luo
Yijun Cai
Changping Zhong
A Data Forwarding Scheme Based on Delaunay Triangulation for Cyber-Physical Systems
Mathematical Problems in Engineering
author_facet Junhai Luo
Yijun Cai
Changping Zhong
author_sort Junhai Luo
title A Data Forwarding Scheme Based on Delaunay Triangulation for Cyber-Physical Systems
title_short A Data Forwarding Scheme Based on Delaunay Triangulation for Cyber-Physical Systems
title_full A Data Forwarding Scheme Based on Delaunay Triangulation for Cyber-Physical Systems
title_fullStr A Data Forwarding Scheme Based on Delaunay Triangulation for Cyber-Physical Systems
title_full_unstemmed A Data Forwarding Scheme Based on Delaunay Triangulation for Cyber-Physical Systems
title_sort data forwarding scheme based on delaunay triangulation for cyber-physical systems
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2013-01-01
description Cyber-physical system (CPS) cooperates with physical processes, computing, communication, and control (3C) into multiple levels of information processing and operation management to streamline and fortify the operation of physical systems. Due to the unique characteristics, such as unpredictable node mobility, low node density, lack of global information and network intermittent connectivity, an algorithm for data forwarding in CPS is a considerably difficult and challenging problem, and there is no good solution to it in existing works. In this paper, we propose a fully-fledged data forwarding algorithm tailored to the CPS environment. The proposed protocol, called data forwarding based on Delaunay triangulation (DFDT), takes into account the computational geometry based on Delaunay triangulation to form a few triangle communities according to nodes’ connectivity. Data in a community are forwarded to other nodes once a node comes into this community to increase the data delivery ratio. DFDT achieves a good performance by data gathering and sending data to other nodes with higher probability of meeting the link. An extensive simulation has been performed to validate the analytical results and to show the effectiveness of our approach compared with the three existing popular data forwarding algorithms.
url http://dx.doi.org/10.1155/2013/465369
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AT yijuncai dataforwardingschemebasedondelaunaytriangulationforcyberphysicalsystems
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