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Convergecast scheduling and cost optimization for industrial wireless sensor networks with multiple radio interfaces
Jin X(金曦); Xu HT(徐惠婷); Xia CQ(夏长清); Wang JT(王金涛); Zeng P(曾鹏)
作者部门工业控制网络与系统研究室
关键词Industrial Wireless Sensor Networks Multiple Radio Interfaces Raw Data Convergecast Scheduling Cost Minimizing
发表期刊Wireless Networks
ISSN1022-0038
2018
卷号24期号:8页码:3205-3219
收录类别SCI ; EI
EI收录号20172203710837
WOS记录号WOS:000446354200027
产权排序1
资助机构National Natural Science Foundation of China ; Youth Innovation Promotion Association of the Chinese Academy of Sciences
摘要

Industrial wireless sensor networks have been widely deployed in many industrial systems. The main communication paradigm of such systems, known as convergecast, is to converge sensing data to a centralized manager.The rapid and reliable data convergecast is essential to the industrial production. Multiple radio interfaces on a network device and convergecast scheduling algorithms can effectively reduce convergecast delay.Existing works confine to the convergecast based on linear- and tree-based routing. Compared to the two routing schemes, graph routing is more reliable. Although the graph routing gains more popularity in industrial networks due to its better reliability, few works have addressed its temporality performance. On the other hand, the number of radio interfaces also impacts on the convergecast delay. In this paper, we present a holistic framework to solve how to use multiple radio interfaces to converge data. First, we propose a convergecast scheduling algorithm for industrial wireless sensor networks with multiple radio interfaces. Second, based on our proposed scheduling algorithm, we propose an optimal algorithm and a fast heuristic algorithm to minimize the number of radio interfaces under the temporality constraint of industrial production. Evaluations show that all our algorithms perform closely to the optimal solution.

语种英语
WOS类目Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
关键词[WOS]SLOT ASSIGNMENT ; DATA-COLLECTION ; MESH NETWORKS ; ALGORITHMS ; DEPLOYMENT
WOS研究方向Computer Science ; Engineering ; Telecommunications
资助项目National Natural Science Foundation of China[61502474] ; National Natural Science Foundation of China[61501447] ; National Natural Science Foundation of China[61233007] ; Youth Innovation Promotion Association of the Chinese Academy of Sciences
引用统计
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/20502
专题工业控制网络与系统研究室
通讯作者Zeng P(曾鹏)
作者单位1.Laboratory of Networked Control Systems, Shenyang Institute of Automation, Chinese Academy of Science, Shenyang, Liaoning, 110016, China
2.Shenyang Institute of Automation, Guangzhou, Chinese Academy of Sciences, Guangzhou, Guangdong, 511458, China
3.Northeastern University, Shenyang, 110819, China
推荐引用方式
GB/T 7714
Jin X,Xu HT,Xia CQ,et al. Convergecast scheduling and cost optimization for industrial wireless sensor networks with multiple radio interfaces[J]. Wireless Networks,2018,24(8):3205-3219.
APA Jin X,Xu HT,Xia CQ,Wang JT,&Zeng P.(2018).Convergecast scheduling and cost optimization for industrial wireless sensor networks with multiple radio interfaces.Wireless Networks,24(8),3205-3219.
MLA Jin X,et al."Convergecast scheduling and cost optimization for industrial wireless sensor networks with multiple radio interfaces".Wireless Networks 24.8(2018):3205-3219.
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