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A Wireless Sensor Network Model considering Energy Consumption Balance
Joint Authors
Zhou, Chunliang
Wang, Ming
Qu, Weiqing
Lu, Zhengqiu
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-06-03
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
In order to solve the contradiction between service quality and survival time of wireless sensor networks, a new energy consumption balance model is proposed by shuffled frog leaping algorithm (SFLA).
In this model, the mathematical expression of energy consumption in the physical layer is given with transmit power at first, received power, and signal bandwidth, and the objective optimization function of energy consumption balance is built by the total sending energy consumption and transmission power of WSN.
Secondly, the long-range dependent characteristic of signal is reduced with wavelet neural network, and the objective optimization function above is solved by shuffled frog leaping algorithm.
Finally, the performances between this algorithm and others are studied in simulation experiment, and the results show that this algorithm has greater advantages such as the error frame, the number of survival nodes, and the network lifetime.
American Psychological Association (APA)
Zhou, Chunliang& Wang, Ming& Qu, Weiqing& Lu, Zhengqiu. 2018. A Wireless Sensor Network Model considering Energy Consumption Balance. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-8.
https://search.emarefa.net/detail/BIM-1209396
Modern Language Association (MLA)
Zhou, Chunliang…[et al.]. A Wireless Sensor Network Model considering Energy Consumption Balance. Mathematical Problems in Engineering No. 2018 (2018), pp.1-8.
https://search.emarefa.net/detail/BIM-1209396
American Medical Association (AMA)
Zhou, Chunliang& Wang, Ming& Qu, Weiqing& Lu, Zhengqiu. A Wireless Sensor Network Model considering Energy Consumption Balance. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-8.
https://search.emarefa.net/detail/BIM-1209396
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1209396