Smart collection of measurement from moving objects
Ivan I. Kholod, Nikolay Plokhoy, Mikhail S. Kupriyanov, Andrey Vladimirovich Shorov · Vibroengineering PROCEDIA · 2017
This article describes dynamic management’s approach of measurement data streams from moving objects. It allows reducing network traffic and distributing computing all around the measurement acquisition environment. For this purpose, as integration technology of measuring devices, conception of a fog computing is being used. In order to make decisions for switching streams, machine learning methods are being implemented. Experiments proved network traffic’s great reduction of transmissible measurements.