Wireless Sensor Networks for Heritage Object Deformation Detection and Tracking Algorithm
Deformation is the direct cause of heritage object collapse. It is significant to monitor and signal the early warnings of the deformation of heritage objects. However, traditional heritage object monitoring methods only roughly monitor a simple-shaped heritage object as a whole, but cannot monitor...
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doaj-b627c744953d4f678b9dd3792f130de62020-11-24T23:40:56ZengMDPI AGSensors1424-82202014-10-011411205622058810.3390/s141120562s141120562Wireless Sensor Networks for Heritage Object Deformation Detection and Tracking AlgorithmZhijun Xie0Guangyan Huang1Roozbeh Zarei2Jing He3Yanchun Zhang4Hongwu Ye5Department of Information Science and Engineering, Ningbo University, Ningbo 315021, ChinaSchool of Information Technology, Deakin University, Melbourne 3125, AustraliaCollege of Engineering and Science, Victoria University, Melbourne 3011, AustraliaCollege of Engineering and Science, Victoria University, Melbourne 3011, AustraliaCollege of Engineering and Science, Victoria University, Melbourne 3011, AustraliaZhejiang Fashion Institute of Technology, P. R. 315021, ChinaDeformation is the direct cause of heritage object collapse. It is significant to monitor and signal the early warnings of the deformation of heritage objects. However, traditional heritage object monitoring methods only roughly monitor a simple-shaped heritage object as a whole, but cannot monitor complicated heritage objects, which may have a large number of surfaces inside and outside. Wireless sensor networks, comprising many small-sized, low-cost, low-power intelligent sensor nodes, are more useful to detect the deformation of every small part of the heritage objects. Wireless sensor networks need an effective mechanism to reduce both the communication costs and energy consumption in order to monitor the heritage objects in real time. In this paper, we provide an effective heritage object deformation detection and tracking method using wireless sensor networks (EffeHDDT). In EffeHDDT, we discover a connected core set of sensor nodes to reduce the communication cost for transmitting and collecting the data of the sensor networks. Particularly, we propose a heritage object boundary detecting and tracking mechanism. Both theoretical analysis and experimental results demonstrate that our EffeHDDT method outperforms the existing methods in terms of network traffic and the precision of the deformation detection.http://www.mdpi.com/1424-8220/14/11/20562sensor networksheritage object monitoringdeformationdetection and tracking |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhijun Xie Guangyan Huang Roozbeh Zarei Jing He Yanchun Zhang Hongwu Ye |
spellingShingle |
Zhijun Xie Guangyan Huang Roozbeh Zarei Jing He Yanchun Zhang Hongwu Ye Wireless Sensor Networks for Heritage Object Deformation Detection and Tracking Algorithm Sensors sensor networks heritage object monitoring deformation detection and tracking |
author_facet |
Zhijun Xie Guangyan Huang Roozbeh Zarei Jing He Yanchun Zhang Hongwu Ye |
author_sort |
Zhijun Xie |
title |
Wireless Sensor Networks for Heritage Object Deformation Detection and Tracking Algorithm |
title_short |
Wireless Sensor Networks for Heritage Object Deformation Detection and Tracking Algorithm |
title_full |
Wireless Sensor Networks for Heritage Object Deformation Detection and Tracking Algorithm |
title_fullStr |
Wireless Sensor Networks for Heritage Object Deformation Detection and Tracking Algorithm |
title_full_unstemmed |
Wireless Sensor Networks for Heritage Object Deformation Detection and Tracking Algorithm |
title_sort |
wireless sensor networks for heritage object deformation detection and tracking algorithm |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2014-10-01 |
description |
Deformation is the direct cause of heritage object collapse. It is significant to monitor and signal the early warnings of the deformation of heritage objects. However, traditional heritage object monitoring methods only roughly monitor a simple-shaped heritage object as a whole, but cannot monitor complicated heritage objects, which may have a large number of surfaces inside and outside. Wireless sensor networks, comprising many small-sized, low-cost, low-power intelligent sensor nodes, are more useful to detect the deformation of every small part of the heritage objects. Wireless sensor networks need an effective mechanism to reduce both the communication costs and energy consumption in order to monitor the heritage objects in real time. In this paper, we provide an effective heritage object deformation detection and tracking method using wireless sensor networks (EffeHDDT). In EffeHDDT, we discover a connected core set of sensor nodes to reduce the communication cost for transmitting and collecting the data of the sensor networks. Particularly, we propose a heritage object boundary detecting and tracking mechanism. Both theoretical analysis and experimental results demonstrate that our EffeHDDT method outperforms the existing methods in terms of network traffic and the precision of the deformation detection. |
topic |
sensor networks heritage object monitoring deformation detection and tracking |
url |
http://www.mdpi.com/1424-8220/14/11/20562 |
work_keys_str_mv |
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1725508632818221056 |