Adaptive Image Segmentation With Distributed Behavior-Based Agents
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distributed Sensor Networks: A Multiagent Perspective
Distributed Sensor Networks: A Multiagent Perspective
IEEE Transactions on Computers
An analysis of a large scale habitat monitoring application
SenSys '04 Proceedings of the 2nd international conference on Embedded networked sensor systems
Boundary recognition in sensor networks by topological methods
Proceedings of the 12th annual international conference on Mobile computing and networking
Wireless sensor network survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Passive diagnosis for wireless sensor networks
Proceedings of the 6th ACM conference on Embedded network sensor systems
Nonthreshold-Based Event Detection for 3D Environment Monitoring in Sensor Networks
IEEE Transactions on Knowledge and Data Engineering
Localised convex hulls to identify boundary nodes in sensor networks
International Journal of Sensor Networks
Radius reconfiguration for energy conservation in sensor networks
International Journal of Sensor Networks
An Introduction to MultiAgent Systems
An Introduction to MultiAgent Systems
Iso-Map: Energy-Efficient Contour Mapping in Wireless Sensor Networks
IEEE Transactions on Knowledge and Data Engineering
Boundary estimation in sensor networks: theory and methods
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
A boundary approximation algorithm for distributed sensor networks
International Journal of Sensor Networks
Coordinated learning in multiagent MDPs with infinite state-space
Autonomous Agents and Multi-Agent Systems
Low-complexity one-dimensional edge detection in wireless sensor networks
EURASIP Journal on Wireless Communications and Networking - Special issue on signal processing-assisted protocols and algorithms for cooperating objects and wireless sensor networks
Multi-agent role allocation: issues, approaches, and multiple perspectives
Autonomous Agents and Multi-Agent Systems
On adaptive agentlets for distributed divide-and-conquer: a dynamical systems approach
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Estimating inhomogeneous fields using wireless sensor networks
IEEE Journal on Selected Areas in Communications
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Wireless sensor networks have emerged as fundamentally efficacious tools for monitoring widespread environmental phenomena. To accurately sense and duly track these time-varying phenomena, it may be necessary for each node to locally determine whether it lies at region edge of these phenomena. However, existing researches show that edge detecting techniques are non-trivial to design and implement in arbitrarily deployed sensor networks. In this paper, we propose a novel computational method of edge detecting for wireless sensor networks which utilises a collection of distributed autonomous agents. The goal of the agent-based edge detecting method is to efficiently locate and label various homogeneous regions of the monitored field. Therefore, these autonomous agents will reside in the individual sensor node and execute a series of reactive behavioural responses. We evaluate the performance of the adaptive edge detecting method and conclude that the proposed method readily outperforms its existing counterparts.