Image-Based Environmental Monitoring Sensor Application Using an Embedded Wireless Sensor Network

被引：40

作者：

Paek, Jeongyeup ^{[1
]}

Hicks, John ^{[2
]}

Coe, Sharon ^{[3
]}

Govindan, Ramesh ^{[4
]}

机构：

[1] Hongik Univ, Dept Comp Informat Commun Engn, Sejong 339701, South Korea

[2] Univ Calif Los Angeles, Dept Comp Sci, Los Angeles, CA 90095 USA

[3] Univ Calif Riverside, Dept Biol, Riverside, CA 92521 USA

[4] Univ So Calif, Dept Comp Sci, Los Angeles, CA 90089 USA

来源：

SENSORS | 2014年 / 14卷 / 09期

关键词：

wireless sensor networks; image sensors; sensor applications; tenet; rcrt; cyclops; environmental monitoring; COMPRESSION;

D O I：

10.3390/s140915981

中图分类号：

O65 [分析化学];

学科分类号：

070302 ; 081704 ;

摘要：

This article discusses the experiences from the development and deployment of two image-based environmental monitoring sensor applications using an embedded wireless sensor network. Our system uses low-power image sensors and the Tenet general purpose sensing system for tiered embedded wireless sensor networks. It leverages Tenet's built-in support for reliable delivery of high rate sensing data, scalability and its flexible scripting language, which enables mote-side image compression and the ease of deployment. Our first deployment of a pitfall trap monitoring application at the James San Jacinto Mountain Reserve provided us with insights and lessons learned into the deployment of and compression schemes for these embedded wireless imaging systems. Our three month-long deployment of a bird nest monitoring application resulted in over 100,000 images collected from a 19-camera node network deployed over an area of 0.05 square miles, despite highly variable environmental conditions. Our biologists found the on-line, near-real-time access to images to be useful for obtaining data on answering their biological questions.

引用

页码：15981 / 16002

页数：22

共 17 条

[11]

Othman A.-K., 2009, International Conference on Ultra Modern Telecommunications Workshops, P1, DOI DOI 10.1109/ICUMT.2009.5345571

[12] RCRT: Rate-Controlled Reliable Transport Protocol for Wireless Sensor Networks [J].

Paek, Jeongyeup ;

Govindan, Ramesh .

ACM TRANSACTIONS ON SENSOR NETWORKS, 2010, 7 (03)

[13] The Tenet Architecture for Tiered Sensor Networks [J].

Paek, Jeongyeup ;

Greenstein, Ben ;

Gnawali, Omprakash ;

Jang, Ki-Young ;

Joki, August ;

Vieira, Marcos ;

Hicks, John ;

Estrin, Deborah ;

Govindan, Ramesh ;

Kohler, Eddie .

ACM TRANSACTIONS ON SENSOR NETWORKS, 2010, 6 (04) :1-44

[14] Low complexity energy efficient very low bit-rate image compression scheme for wireless sensor network [J].

Phamila, Asnath Victy Y. ;

Amutha, R. .

INFORMATION PROCESSING LETTERS, 2013, 113 (18) :672-676

[15]

RAHIMI M, 2005, P 3 ACM INT C EMB NE

[16]

Sadler C.M., 2006, P 4 ACM INT C EMB NE

[17]

Szewczyk Robert., 2004, SENSYS 04, P214, DOI DOI 10.1145/1031495.1031521

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