An Energy Efficient Synchronization Protocol for Target Tracking in Wireless Sensor Array Networks

Time synchronization is an important middleware function that supports the Quality of Service (QoS) of systems in wireless sensor array networks. Instead of providing high synchronization accuracy for all application scenarios, we argue that synchronization protocols should be application specific....

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Main Authors: Jie Shen, Ming Yin, Ji-An Luo, Zhi-Bo Wang, Zhi Wang, Zhen-Hui Li
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/19/6/1367
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spelling doaj-51529111babd49eea248ceec3b5ee4a82020-11-25T00:07:25ZengMDPI AGSensors1424-82202019-03-01196136710.3390/s19061367s19061367An Energy Efficient Synchronization Protocol for Target Tracking in Wireless Sensor Array NetworksJie Shen0Ming Yin1Ji-An Luo2Zhi-Bo Wang3Zhi Wang4Zhen-Hui Li5Department of Control Science and Engineering, Zhejiang University, Hangzhou 310027, ChinaDepartment of Control Science and Engineering, Zhejiang University, Hangzhou 310027, ChinaKey Lab for IOT and Information Fusion Technology of Zhejiang, Hangzhou Dianzi University, Hangzhou 310018, ChinaSchool of Cyber Science and Engineering, Wuhan University, Wuhan 430072, ChinaDepartment of Control Science and Engineering, Zhejiang University, Hangzhou 310027, ChinaAdvanced Technology Institute, Zhejiang University, Hangzhou 310027, ChinaTime synchronization is an important middleware function that supports the Quality of Service (QoS) of systems in wireless sensor array networks. Instead of providing high synchronization accuracy for all application scenarios, we argue that synchronization protocols should be application specific. In this paper, we exploit the synchronization requirements of target-tracking systems in wireless sensor array networks and propose an energy-efficient Sensor Array Synchronization Protocol (SASP), which provides the required synchronization accuracy to guarantee the QoS. Specifically, when no target appears, to guarantee system lifetime, coarse synchronization is achieved with little overhead by piggybacking time information onto periodical network maintenance packets. Once targets appear, SASP achieves high inter-array and relatively higher intra-array synchronization accuracy rather than the traditional network-wide high accuracy on average. In this way, it guarantees reliable communication and accurate data fusion, while reducing energy consumption. Theoretical analysis and extensive evaluations show the effectiveness of the proposed protocol.http://www.mdpi.com/1424-8220/19/6/1367synchronizationtarget trackingsensor arrayswireless sensor networks
collection DOAJ
language English
format Article
sources DOAJ
author Jie Shen
Ming Yin
Ji-An Luo
Zhi-Bo Wang
Zhi Wang
Zhen-Hui Li
spellingShingle Jie Shen
Ming Yin
Ji-An Luo
Zhi-Bo Wang
Zhi Wang
Zhen-Hui Li
An Energy Efficient Synchronization Protocol for Target Tracking in Wireless Sensor Array Networks
Sensors
synchronization
target tracking
sensor arrays
wireless sensor networks
author_facet Jie Shen
Ming Yin
Ji-An Luo
Zhi-Bo Wang
Zhi Wang
Zhen-Hui Li
author_sort Jie Shen
title An Energy Efficient Synchronization Protocol for Target Tracking in Wireless Sensor Array Networks
title_short An Energy Efficient Synchronization Protocol for Target Tracking in Wireless Sensor Array Networks
title_full An Energy Efficient Synchronization Protocol for Target Tracking in Wireless Sensor Array Networks
title_fullStr An Energy Efficient Synchronization Protocol for Target Tracking in Wireless Sensor Array Networks
title_full_unstemmed An Energy Efficient Synchronization Protocol for Target Tracking in Wireless Sensor Array Networks
title_sort energy efficient synchronization protocol for target tracking in wireless sensor array networks
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2019-03-01
description Time synchronization is an important middleware function that supports the Quality of Service (QoS) of systems in wireless sensor array networks. Instead of providing high synchronization accuracy for all application scenarios, we argue that synchronization protocols should be application specific. In this paper, we exploit the synchronization requirements of target-tracking systems in wireless sensor array networks and propose an energy-efficient Sensor Array Synchronization Protocol (SASP), which provides the required synchronization accuracy to guarantee the QoS. Specifically, when no target appears, to guarantee system lifetime, coarse synchronization is achieved with little overhead by piggybacking time information onto periodical network maintenance packets. Once targets appear, SASP achieves high inter-array and relatively higher intra-array synchronization accuracy rather than the traditional network-wide high accuracy on average. In this way, it guarantees reliable communication and accurate data fusion, while reducing energy consumption. Theoretical analysis and extensive evaluations show the effectiveness of the proposed protocol.
topic synchronization
target tracking
sensor arrays
wireless sensor networks
url http://www.mdpi.com/1424-8220/19/6/1367
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