Agent Technologies for Sensor Networks
Agent Technologies for Sensor Networks
Wireless sensor networks are increasingly seen as a solution to the problem of performing continuous wide-area monitoring in many environmental, security, and military scenarios. The distributed nature of such networks and the autonomous behavior expected of them presents many novel challenges. In this article, we argue that a new synthesis of electronic engineering and agent technology is required to address these challenges, and we describe three examples where this synthesis has succeeded. In more detail, we describe how these novel approaches address the need for communication and computationally efficient decentralized algorithms to coordinate the behavior of physically distributed sensors, how they enable the real-world deployment of sensor agent platforms in the field, and finally, how they facilitate the development of intelligent agents that can autonomously acquire data from these networks and perform information processing tasks such as fusion, inference, and prediction.
13-17
Rogers, Alex
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Corkill, Daniel D.
acceeb69-e7ee-4e10-a9c2-a48b219a0e77
Jennings, Nicholas R.
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March 2009
Rogers, Alex
f9130bc6-da32-474e-9fab-6c6cb8077fdc
Corkill, Daniel D.
acceeb69-e7ee-4e10-a9c2-a48b219a0e77
Jennings, Nicholas R.
ab3d94cc-247c-4545-9d1e-65873d6cdb30
Rogers, Alex, Corkill, Daniel D. and Jennings, Nicholas R.
(2009)
Agent Technologies for Sensor Networks.
IEEE Intelligent Systems, 24 (2), .
Abstract
Wireless sensor networks are increasingly seen as a solution to the problem of performing continuous wide-area monitoring in many environmental, security, and military scenarios. The distributed nature of such networks and the autonomous behavior expected of them presents many novel challenges. In this article, we argue that a new synthesis of electronic engineering and agent technology is required to address these challenges, and we describe three examples where this synthesis has succeeded. In more detail, we describe how these novel approaches address the need for communication and computationally efficient decentralized algorithms to coordinate the behavior of physically distributed sensors, how they enable the real-world deployment of sensor agent platforms in the field, and finally, how they facilitate the development of intelligent agents that can autonomously acquire data from these networks and perform information processing tasks such as fusion, inference, and prediction.
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Published date: March 2009
Organisations:
Agents, Interactions & Complexity
Identifiers
Local EPrints ID: 267194
URI: http://eprints.soton.ac.uk/id/eprint/267194
ISSN: 1541-1672
PURE UUID: d627bccb-4b2d-4711-ad60-a4010fa74b07
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Date deposited: 18 Mar 2009 09:13
Last modified: 14 Mar 2024 08:45
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Author:
Alex Rogers
Author:
Daniel D. Corkill
Author:
Nicholas R. Jennings
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