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Smart Monitoring of Wireless Environments with Real-Time Aggregation and Analysis.

Authors :
Itaya, Satoko
Ohori, Fumiko
Osuga, Toru
Matsumura, Takeshi
Source :
Procedia Computer Science; 2023, Vol. 220, p86-93, 8p
Publication Year :
2023

Abstract

A distributed network monitoring system has been designed and implemented for smart monitoring of complex indoor wireless environments to support management of wireless communications. In particular, it makes possible real-time monitoring and analysis in smart factories using commodity hardware and open-source software. The system collects data from distributed wireless receivers, aggregates the data in spatial cells and time bins, and computes space-time wireless metric data frames. A prototype monitoring system was implemented with two types of wireless interface sensors, packet-capture and spectral sensors, and automatic online data collection, indexing, aggregation and analysis. The prototype system reports wireless quality metrics with one-meter spatial resolution and periodic update times of 1 to 10 seconds. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18770509
Volume :
220
Database :
Supplemental Index
Journal :
Procedia Computer Science
Publication Type :
Academic Journal
Accession number :
163145250
Full Text :
https://doi.org/10.1016/j.procs.2023.03.014