Using conceptual framework for target tracking based on wireless sensor networks

In this paper, we propose a framework for remote identification and tracking of cattle movement for Wireless Sensor Networks (WSN) and Mobile Communications. The proposed framework can be implemented for tracking cattle movement at the village level and extended to the harsh terrain for recovering stolen animals in case of cattle rustling or theft. The system works by identifying and tracking the desired animal location and sending periodic location data at regular intervals to a database as well as availing the specific animal's current location on demand through the Internet and text messages. Finally, to demonstrate the efficiency of this algorithm, performance of the proposed solution is compared with state-of-the-art algorithms. The experimental results manifest better performance over delay, throughput, packet delivery ratio, energy consumption as well as for messages exchanged between sensor and actor nodes. Thus, the proposed model demonstrates improvements in QoS parameters.

[1]  Richard R. Brooks,et al.  Self-Organized Distributed Sensor Network Entity Tracking , 2002, Int. J. High Perform. Comput. Appl..

[2]  Peter I. Corke,et al.  Monitoring Animal Behaviour and Environmental Interactions Using Wireless Sensor Networks, GPS Collars and Satellite Remote Sensing , 2009, Sensors.

[3]  John Anderson,et al.  Wireless sensor networks for habitat monitoring , 2002, WSNA '02.

[4]  Peter I. Corke,et al.  Virtual fences for controlling cows , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[5]  Margaret Martonosi,et al.  Hardware design experiences in ZebraNet , 2004, SenSys '04.

[6]  Peter I. Corke,et al.  Wireless sensor devices for animal tracking and control , 2004, 29th Annual IEEE International Conference on Local Computer Networks.

[7]  Pavan Sikka,et al.  Virtual fencing applications: Implementing and testing an automated cattle control system , 2007, Computers and Electronics in Agriculture.

[8]  J. Moreki,et al.  Cattle Identification and Traceability in Botswana , 2012 .

[9]  J. A. Lines,et al.  A review of livestock monitoring and the need for integrated systems , 1997 .

[10]  D. Pendell,et al.  REVIEW: Identification and Traceability of Cattle in Selected Countries Outside of North America , 2008 .

[11]  Iain Douglas-Hamilton,et al.  Feasibility study on the spatial and temporal movement of Samburu's cattle and wildlife in Kenya using GPS radio-tracking, remote sensing and GIS. , 2013, Preventive veterinary medicine.