Optimization method of Data interaction in power IoT based on particle swarm algorithm
文献类型:会议论文
作者 | Wang TY(王天宇)1,2,4![]() |
出版日期 | 2022 |
会议日期 | January 14-16, 2022 |
会议地点 | Guangzhou, China |
关键词 | cooperative processing particle swarm algorithm perceptual device power IoT |
页码 | 351-355 |
英文摘要 | The ubiquitous power Internet of things (IoT) constructs an intelligent service system with comprehensive perception, efficient response and flexible processing around all departments of the power system and with the support of communication technologies such as mobile Internet and artificial intelligence. With the rapid development of smart IoT perceptual devices and edge computing, it has become possible for perceptual devices and edge IoT agents to cooperate in processing tasks. The task completion time can be greatly reduced through the cooperative processing among multiple entities in the IoT. However, as the scale of the Internet of things and number of to-be-processed tasks expanding year by year, the simple task data interaction between devices can not meet the needs of the completion time. Therefore, it is an urgent problem to optimize data transmission and data interaction in the process of collaborative task processing among IoT devices. Motivated by this point, we propose an optimization method of data interaction in power IoT based on particle swarm algorithm. Evaluation on example IoT networks shows the effectiveness of our method to reduce overall task completion time. |
源文献作者 | IEEE |
产权排序 | 1 |
会议录 | 2022 2nd International Conference on Consumer Electronics and Computer Engineering, ICCECE 2022
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会议录出版者 | IEEE |
会议录出版地 | New York |
语种 | 英语 |
ISBN号 | 978-1-6654-0886-8 |
源URL | [http://ir.sia.cn/handle/173321/30751] ![]() |
专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
通讯作者 | Wang TY(王天宇) |
作者单位 | 1.Chinese Academy of Sciences, Shenyang Institute of Automation, Shenyang, China 2.Chinese Academy of Sciences, Institutes for Robotics and Intelligent Manufacturing, Shenyang, China 3.State Grid Jiangsu Electric Power Co. Ltd., Information Telecommunication Branch, Nanjing, China 4.Chinese Academy of Sciences, Key Laboratory of Networked Control Systems, Shenyang, China |
推荐引用方式 GB/T 7714 | Wang TY,Miao, Weiwei,Zeng, Zeng. Optimization method of Data interaction in power IoT based on particle swarm algorithm[C]. 见:. Guangzhou, China. January 14-16, 2022. |
入库方式: OAI收割
来源:沈阳自动化研究所
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