Title :
An implementation of light-weight compression algorithm for wireless sensor network technology in structure health monitoring
Author :
Chia-Hao Hsu ; Chih-Ting Lin ; Hui-Ping Tserng ; Jen-Yu Han
Author_Institution :
Grad. Inst. of Electron. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
Internet-of-Thing (IoT) has been identified as one of the next generation technologies from different aspects. Among different technologies for IoT, wireless-sensor-network (WSN) is one of key technologies to be developed. To demonstrate WSN capabilities in applications, this work developed self-developed sensor node (Super-Node) and applied the device into an on-field structure-health-monitoring (SHM) task. The developed WSN system achieved requirements of SHM applications, i.e. 128 Hz sampling rate with tri-axial acceleration data within one sensor node. By acquired data, the developed system can make the prediction of structure status. In addition, a local-data-processing node and algorithm was also implemented to promote usability of WSN system in SHM applications. With Huffman code implemented, the wireless transmission payload was reduced by 60% and the node capacity can be increased by 3 times. This work not only demonstrated the capability of WSN technologies in on-field SHM applications but also provided a better solution for IoT development.
Keywords :
Huffman codes; condition monitoring; data acquisition; network coding; structural engineering; wireless sensor networks; Huffman code; Internet-of-Thing; IoT; SHM application; WSN; data acquisition; light-weight compression algorithm; local-data-processing node; next generation technology; self-developed sensor node; structure health monitoring; super-node; triaxial acceleration data; wireless sensor network technology; wireless transmission payload; Acceleration; Compression algorithms; Data communication; Educational institutions; Monitoring; Vibrations; Wireless sensor networks; Local Data Processing; Structure Health Monitoring; Wirelss Sensor Network(WSN);
Conference_Titel :
Internet of Things (WF-IoT), 2014 IEEE World Forum on
Conference_Location :
Seoul
DOI :
10.1109/WF-IoT.2014.6803227