TGM-COT: energy-efficient continuous object tracking scheme with two-layer grid model in wireless sensor networks

被引：25

作者：

Han, Guangjie ^{[1
]}

Shen, Jiawei ^{[1
]}

Liu, Li ^{[1
]}

Qian, Aihua ^{[1
]}

Shu, Lei ^{[2
]}

机构：

[1] Hohai Univ, Dept Informat & Commun Syst, Jinling North Rd 200, Changzhou 213022, Peoples R China

[2] Guangdong Univ Petrochem Technol, Guangdong Petrochem Equipment Fault Diag Key Lab, Maoming 525000, Peoples R China

来源：

PERSONAL AND UBIQUITOUS COMPUTING | 2016年 / 20卷 / 03期

基金：

美国国家科学基金会;

关键词：

Wireless sensor networks; Continuous objects tracking; Boundary nodes;

D O I：

10.1007/s00779-016-0927-7

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In a resource-constrained wireless sensor network, energy efficiency is a principle issue for monitoring the movement of continuous objects, such as wild fire and hazardous chemical material. In this paper, a continuous object tracking scheme with two-layer grid model (TGM-COT) is proposed. To address the problem of boundary distortion caused by uneven node distribution, we put forward a novel mechanism for boundary nodes identification. Furthermore, a streamlining mechanism is designed to reduce the amount of uploaded data. Simulation results demonstrate that, without sacrificing additional energy consumption, TGM-COT is able to achieve high tracking accuracy and significantly reduce the communication overhead.

引用

页码：349 / 359

页数：11

共 24 条

[1]

Baadache A, 2015, AD HOC SENS WIREL NE, V27, P223

[2] CODA: A Continuous Object Detection and tracking Algorithm for wireless ad hoc sensor networks [J].

Chang, Wang-Rong ;

Lin, Hui-Tang ;

Cheng, Zong-Zhi .

2008 5TH IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1-3, 2008, :168-+

[3] Dynamic clustering for acoustic target tracking in wireless sensor networks [J].

Chen, WP ;

Hou, JC ;

Sha, L .

IEEE TRANSACTIONS ON MOBILE COMPUTING, 2004, 3 (03) :258-271

[4]

Hajiaghajani F., 2012, 2012 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), P889, DOI 10.1109/PerComW.2012.6197637

[5]

Han G, 2014, P SCI WORLD J

[6] Localization Algorithms of Underwater Wireless Sensor Networks: A Survey [J].

Han, Guangjie ;

Jiang, Jinfang ;

Shu, Lei ;

Xu, Yongjun ;

Wang, Feng .

SENSORS, 2012, 12 (02) :2026-2061

[7] A Chaining Selective Wakeup Strategy for a Robust Continuous Object Tracking in Practical Wireless Sensor Networks [J].

Hong, Hyungseop ;

Oh, Seungmin ;

Lee, Jeongcheol ;

Kim, Sang-Ha .

2013 IEEE 27TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS (AINA), 2013, :333-339

[8] Energy-Efficient Predictive Tracking for Continuous Objects in Wireless Sensor Networks [J].

Hong, Seung-Woo ;

Noh, Sung-Kee ;

Lee, Euisin ;

Park, Soochang ;

Kim, Sang-Ha .

2010 IEEE 21ST INTERNATIONAL SYMPOSIUM ON PERSONAL INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2010, :1725-1730

[9]

Hosung Park, 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC), P2179, DOI 10.1109/WCNC.2012.6214154

[10]

Jin DX, 2009, ICCIT: 2009 FOURTH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND CONVERGENCE INFORMATION TECHNOLOGY, VOLS 1 AND 2, P122, DOI 10.1109/ICCIT.2009.247

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