Analysis of node deployment in wireless sensor networks in warehouse environment monitoring systems

This paper mainly studies the deployment of wireless sensor network nodes in the warehouse environment monitoring system, discusses the deployment algorithm of wireless sensor network nodes in the warehouse environment, and finds out the node deployment scheme with better network performance through...

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Vydáno v:EURASIP journal on wireless communications and networking Ročník 2019; číslo 1; s. 1 - 15
Hlavní autoři: Mao, Jia, Jiang, Xiaoxi, Zhang, Xiuzhi
Médium: Journal Article
Jazyk:angličtina
Vydáno: Cham Springer International Publishing 30.12.2019
Springer Nature B.V
SpringerOpen
Témata:
Algorithms
Communications Engineering
Computer simulation
Detection model
Distributed Big Data Processing in SCADA Communication Networks
Engineering
Environmental monitoring
Information Systems Applications (incl.Internet)
Monitoring systems
Networks
Node deployment
Nodes
Perception
Remote sensors
Sensors
Signal,Image and Speech Processing
Three dimensional models
Tobacco
Warehouses
Warehousing environment
Wireless networks
Wireless sensor networks
Detection model
Wireless sensor networks
Node deployment
Warehousing environment
ISSN:1687-1499, 1687-1472, 1687-1499
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Shrnutí:This paper mainly studies the deployment of wireless sensor network nodes in the warehouse environment monitoring system, discusses the deployment algorithm of wireless sensor network nodes in the warehouse environment, and finds out the node deployment scheme with better network performance through comparison. Wireless sensor network node deployment is the basis of wireless sensor network application in storage environment monitoring system. It affects the performance of the whole network and is the primary problem to be solved in network application. This paper discusses the advantages of wireless sensor network in the monitoring of storage environment, especially the deployment and simulation analysis of sensor nodes in the warehouse environment. Aiming at the influence of sensor perception model on the effectiveness of the node deployment plan, this paper proposes a node deployment collaborative perception model based on 0-1 perception model and exponential model. The sensor node deployment problem is transformed into a three-dimensional node deployment problem. Finally, the algorithm is applied to tobacco storage environment. In order to verify the effectiveness of the proposed algorithm, the scheme obtained by the proposed algorithm is compared with that obtained by the corresponding deployment algorithm in this paper. The comparison results show that the overall performance of the algorithm is better than that of the usual scheme.
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ISSN:1687-1499
1687-1472
1687-1499
DOI:10.1186/s13638-019-1615-x