Synchronization of Separate Sensors' Data Transferred through a Local Wi-Fi Network: A Use Case of Human-Gait Monitoring

被引:1
|
作者
Masalskyi, Viktor [1 ]
Ciciurenas, Dominykas [1 ]
Dzedzickis, Andrius [1 ]
Prentice, Urte [1 ]
Braziulis, Gediminas [1 ]
Bucinskas, Vytautas [1 ]
机构
[1] Vilnius Gediminas Tech Univ, Fac Mech, Dept Mechatron Robot & Digital Mfg, Plytines Str 28, LT-10505 Vilnius, Lithuania
关键词
sensor network; remote data transfer; latency; network synchronization; gait analysis; TIME-SYNCHRONIZATION; RELIABILITY; ARDUINO; SCHEME;
D O I
10.3390/fi16020036
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses the challenge of synchronizing data acquisition from independent sensor systems in a local network. The network comprises microcontroller-based systems that collect data from physical sensors used for monitoring human gait. The synchronized data are transmitted to a PC or cloud storage through a central controller. The performed research proposes a solution for effectively synchronizing the data acquisition using two alternative data-synchronization approaches. Additionally, it explores techniques to handle varying amounts of data from different sensor types. The experimental research validates the proposed solution by providing trial results and stability evaluations and comparing them to the human-gait-monitoring system requirements. The alternative data-transmission method was used to compare the data-transmission quality and data-loss rate. The developed algorithm allows data acquisition from six pressure sensors and two accelerometer/gyroscope modules, ensuring a 24.6 Hz sampling rate and 1 ms synchronization accuracy. The obtained results prove the algorithm's suitability for human-gait monitoring under its regular activity. The paper concludes with discussions and key insights derived from the obtained results.
引用
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页数:22
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