Research on Task Collaboration Framework of Mobile Intelligent Sensor Cluster Based on Edge Computing Architecture
Guanghao Bai, Yawen He, Changming Zhao · 2021
In this paper, it introduces a novel task framework for intelligent mobile sensor clusters, named Mobile Cluster Task Collaboration Framework (MCTCF). The core content of the framework is to build environment information interaction channels between mobile sensors and edge computing center via Collaborative Task Frame (CTF) in the highly virtualized environment. Therefore, it is able to train the offloading decision tree model for the current task in edge data center, and transmit the training result back to the mobile sensors. The theoretical analysis indicates that the it improves the sensors cluster processing efficiency effectively. The HWIL simulation results show that the performance of MCTCF is agreement with the theoretical analysis.