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Transmission Scheduling With Order Constraints in WIA-FA-Based AGV Systems
Shi HG(石华光)1,2,3,4; Zheng M(郑萌)1,2,3; Liang W(梁炜)1,2,3; Zhang JL(张嘉麟)1,2,3,4; Wang K(王轲)1,2,3,4; Liu S(刘帅)1,2,3
Department工业控制网络与系统研究室
Source PublicationIEEE INTERNET OF THINGS JOURNAL
ISSN2327-4662
2021
Volume8Issue:1Pages:381-392
Indexed BySCI ; EI
EI Accession number20210109717788
WOS IDWOS:000602718000027
Contribution Rank1
Funding OrganizationNational Key Research and Development Program of China [2017YFE0123000] ; National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61673371, 61972389, 61903356] ; International Partnership Program of Chinese Academy of Sciences [173321KYSB20180020] ; Liaoning Provincial Natural Science Foundation of China [2019-YQ-09]
KeywordJob shop scheduling Reliability Wireless sensor networks Wireless communication Delays Servers Automated guided vehicles (AGVs) industrial wireless sensor networks (IWSNs) order constraint reliability transmission scheduling
Abstract

Conventional wireless automated guided vehicle (AGV) systems based on WiFi or ZigBee suffer random network performance and fail to guarantee the ordered and reliable transmission in AGV applications. In this article, we study the transmission scheduling with order constraints in WIA-FA-based AGV systems. We first present the transmission process of data packets in the WIA-FA-based AGV system, and design a novel superframe structure to support the ordered data exchange in the AGV system. Then, we design three heuristic rules for timeslot allocation to regulate the device transmissions subject to order constraints. Finally, inspired by the designed rules, we propose a dynamic expected packet loss rate-based timeslot allocation (DELTA) algorithm and prove its time complexity rigorously. The simulation results show that the proposed DELTA algorithm outperforms the existing works in terms of transmission reliability for different channel conditions and network scales.

Language英语
Citation statistics
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/28142
Collection工业控制网络与系统研究室
Corresponding AuthorLiang W(梁炜)
Affiliation1.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
2.Key Laboratory of Networked Control System, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
3.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China
4.University of Chinese Academy of Sciences, Beijing 100049, China
Recommended Citation
GB/T 7714
Shi HG,Zheng M,Liang W,et al. Transmission Scheduling With Order Constraints in WIA-FA-Based AGV Systems[J]. IEEE INTERNET OF THINGS JOURNAL,2021,8(1):381-392.
APA Shi HG,Zheng M,Liang W,Zhang JL,Wang K,&Liu S.(2021).Transmission Scheduling With Order Constraints in WIA-FA-Based AGV Systems.IEEE INTERNET OF THINGS JOURNAL,8(1),381-392.
MLA Shi HG,et al."Transmission Scheduling With Order Constraints in WIA-FA-Based AGV Systems".IEEE INTERNET OF THINGS JOURNAL 8.1(2021):381-392.
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