Optimisation-based time slot assignment and synchronisation for TDMA MAC in industrial wireless sensor network

被引：9
作者：
Chang, Ching-Lung [1 ]
Chang, Chuan-Yu [1 ,2 ]
Chen, Shuo-Tsung [3 ]
Tu, Shu-Yi [4 ]
Ho, Kuan-Yi [1 ]
机构：
[1] Natl Yunlin Univ Sci & Technol, Dept Comp Sci & Informat Engn, Touliu 64002, Yunlin, Taiwan
[2] Natl Yunlin Univ Sci & Technol, IR IS Res Ctr, Touliu 64002, Yunlin, Taiwan
[3] Fu Jen Catholic Univ, Coll Management, Dept Informat Management, New Taipei, Taiwan
[4] Univ Michigan, Dept Math, Flint, MI 48502 USA
来源：
IET COMMUNICATIONS | 2019年 / 13卷 / 18期
关键词：
wireless sensor networks; linear programming; simulated annealing; particle swarm optimisation; time division multiple access; telecommunication scheduling; telecommunication network routing; optimisation-based time slot assignment; objective function; fixed routing; spatial reuse; industrial environment; data collision avoidance; industrial wireless sensor network; time division multiple access MAC; transmission collision; dynamic routing; data delivery time constraint; synchronisation; simulated annealing algorithm; network bandwidth; time slot usage; IWSN; TDMA schedules; linear programming model; bounded transmission delay;
D O I：
10.1049/iet-com.2018.6065
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Wireless sensor network in the industrial environment [industrial wireless sensor network (IWSN)] has data delivery time constraint. Due to the dynamic routing and transmission collision, the data delivery time is unpredictable. The authors utilised time division multiple access (TDMA) MAC to avoid data collision and to provide bounded transmission delay. Moreover, a linear programming model is proposed to construct the TDMA schedules, which is focused on spatial reuse and fixed routing in IWSN. The objective function of the model is to minimise the time slot usage to increase the overall network bandwidth. Finally, both simulated annealing algorithm and particle swarm optimisation are applied to approximate the optimal solution of time slot usage.
引用
收藏
页码：2932 / 2940
页数：9
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