Deep Learning Based Proactive Caching for Effective WSN-Enabled Vision Applications

Wireless Sensor Networks (WSNs) have a wide range of applications scenarios in computer vision, from pedestrian detection to robotic visual navigation. In response to the growing visual data services in WSNs, we propose a proactive caching strategy based on Stacked Sparse Autoencoder (SSAE) to predi...

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Bibliographic Details
Main Authors: Fangyuan Lei, Jun Cai, Qingyun Dai, Huimin Zhao
Format: Article
Language:English
Published: Hindawi-Wiley 2019-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2019/5498606