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Secured Energy-Efficient Routing in Wireless Sensor Networks Using Machine Learning Algorithm: Fundamentals and Applications

Secured Energy-Efficient Routing in Wireless Sensor Networks Using Machine Learning Algorithm: Fundamentals and Applications

Ahona Ghosh, Chiung Ching Ho, Robert Bestak
Copyright: © 2020 |Pages: 19
ISBN13: 9781799850687|ISBN10: 1799850684|ISBN13 Softcover: 9781799852759|EISBN13: 9781799850694
DOI: 10.4018/978-1-7998-5068-7.ch002
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MLA

Ghosh, Ahona, et al. "Secured Energy-Efficient Routing in Wireless Sensor Networks Using Machine Learning Algorithm: Fundamentals and Applications." Deep Learning Strategies for Security Enhancement in Wireless Sensor Networks, edited by K. Martin Sagayam, et al., IGI Global, 2020, pp. 23-41. https://doi.org/10.4018/978-1-7998-5068-7.ch002

APA

Ghosh, A., Ho, C. C., & Bestak, R. (2020). Secured Energy-Efficient Routing in Wireless Sensor Networks Using Machine Learning Algorithm: Fundamentals and Applications. In K. Sagayam, B. Bhushan, A. Andrushia, & V. Albuquerque (Eds.), Deep Learning Strategies for Security Enhancement in Wireless Sensor Networks (pp. 23-41). IGI Global. https://doi.org/10.4018/978-1-7998-5068-7.ch002

Chicago

Ghosh, Ahona, Chiung Ching Ho, and Robert Bestak. "Secured Energy-Efficient Routing in Wireless Sensor Networks Using Machine Learning Algorithm: Fundamentals and Applications." In Deep Learning Strategies for Security Enhancement in Wireless Sensor Networks, edited by K. Martin Sagayam, et al., 23-41. Hershey, PA: IGI Global, 2020. https://doi.org/10.4018/978-1-7998-5068-7.ch002

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Abstract

Wireless sensor networks consist of unattended small sensor nodes having low energy and low range of communication. It has been observed that if there is any system to periodically start and stop the sensors sensing activities, then it saves some energy, and thus, the network lifetime gets extended. According to the current literature, security and energy efficiency are the two main concerns to improve the quality of service during transmission of data in wireless sensor networks. Machine learning has proved its efficiency in developing efficient processes to handle complex problems in various network aspects. Routing in wireless sensor network is the process of finding the route for transmitting data among different sensor nodes according to the requirement. Machine learning has been used in a broad way for designing energy efficient routing protocols, and this chapter reviews the existing works in the said domain, which can be the guide to someone who wants to explore the area further.

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