A Framework of Priority-Aware Packet Transmission Scheduling in Cluster-Based Industrial Wireless Sensor Networks

被引:33
作者
Lin, Feilong [1 ]
Dai, Wenbin [2 ]
Li, Wenbai [1 ]
Xu, Zhezhuang [3 ,4 ]
Yuan, Liyong [5 ]
机构
[1] Zhejiang Normal Univ, Sch Math & Comp Sci, Jinhua 321004, Zhejiang, Peoples R China
[2] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
[3] Fuzhou Univ, Sch Elect Engn & Automat, Fuzhou 350000, Peoples R China
[4] Educ Dept Fujian Prov, Key Lab Ind Automat Control Technol & Informat Pr, Fuzhou 350000, Peoples R China
[5] Zhejiang Normal Univ, Xingzhi Coll, Jinhua 321004, Zhejiang, Peoples R China
关键词
Job shop scheduling; Sensors; Delays; Optimization; Data communication; Wireless sensor networks; End-to-end delay; industrial wireless sensor networks (IWSNs); priority-aware packet transmission scheduling (PPTS); time-division multiple access (TDMA)-based multichannel superframe;
D O I
10.1109/TII.2019.2944980
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Industrial wireless sensor networks (IWSNs) are the fundamental components in the next-generation factories. Due to massive heterogeneous data generated from large-scale IWSNs, it is still challenging to achieve predictable, deterministic, and real-time transmission scheduling. In this article, a framework of priority-aware packet transmission scheduling (PPTS) in cluster-based IWSNs is proposed, where the PPTS strategy, the optimization theory, and the implementation design are systematically considered. In particular, the proposed PPTS strategy not only minimizes the transmission delay of high priority packets but also greatly improves the transmission delay of low priority packets. The optimization theory for end-to-end priority-aware scheduling in cluster-based IWSNs is formalized, which contributes to the optimal solution for multidimensional network resources allocation and achieves the minimum of average transmission delay. Finally, the advantages of the PPTS framework over some existing solutions are demonstrated by a case study.
引用
收藏
页码:5596 / 5606
页数:11
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