Real-time Monitoring Mechanism of Underwater WSN. (October 2020)

• Record Type: Journal Article
• Authors: Guo, Dongjiao; Liu, Yanping; Qiu, Bo; Xiang, Guanjie; Li, Mengci
• Is Part Of: Journal of physics. Volume 1626(2020)
• Publication Date: 2020-10
• Subjects: Physics -- Congresses; 530.5
• DOI: 10.1088/1742-6596/1626/1/012014
• Languages: English
• ISSNs: 1742-6588

Abstract

Abstract: Sensor node energy is the key to the long life cycle of a sensor network. This paper considers the correlation of sensor nodes in continuous time on-chip data transfer, and compares the derivative-based prediction, polynomial regression, back propagation and convolutional neural networks prediction algorithms for data transfer and energy consumption minimization. Experimental results show that convolutional neural networks are the optimal control solution.