Telecommunications network design algorithms
Telecommunications network design algorithms
IEEE Transactions on Software Engineering
Fast distributed construction of small k-dominating sets and applications
Journal of Algorithms
Seven good reasons for mobile agents
Communications of the ACM
Approximation algorithms
Distributed Algorithms
Hierarchical network management: a scalable and dynamic mobile agent-based approach
Computer Networks: The International Journal of Computer and Telecommunications Networking
IEEE Concurrency
Communication Concepts for Mobile Agent Systems
MA '97 Proceedings of the First International Workshop on Mobile Agents
Journal of Parallel and Distributed Computing
Adaptive Power Management for Mobile Agent-Based Information Retrieval
AINA '05 Proceedings of the 19th International Conference on Advanced Information Networking and Applications - Volume 1
Design and implementation of a framework for efficient and programmable sensor networks
Proceedings of the 1st international conference on Mobile systems, applications and services
Rapid Development and Flexible Deployment of Adaptive Wireless Sensor Network Applications
ICDCS '05 Proceedings of the 25th IEEE International Conference on Distributed Computing Systems
Programming sensor networks with mobile agents
Proceedings of the 6th international conference on Mobile data management
Data Dissemination based on Mobile Agent in Wireless Sensor Networks
LCN '05 Proceedings of the The IEEE Conference on Local Computer Networks 30th Anniversary
Network correlated data gathering with explicit communication: NP-completeness and algorithms
IEEE/ACM Transactions on Networking (TON)
On Computing Mobile Agent Routes for Data Fusion in Distributed Sensor Networks
IEEE Transactions on Knowledge and Data Engineering
A new reverse auction agent system for m-commerce using mobile agents
Computer Standards & Interfaces
Applications and design issues for mobile agents in wireless sensor networks
IEEE Wireless Communications
Multiresolution data integration using mobile agents in distributedsensor networks
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
IEEE Communications Magazine
Routing Correlated Data in Wireless Sensor Networks: A Survey
IEEE Network: The Magazine of Global Internetworking
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In wireless sensor networks (WSNs), a lot of sensory traffic with redundancy is produced due to massive node density and their diverse placement. This causes the decline of scarce network resources such as bandwidth and energy, thus decreasing the lifetime of sensor network. Recently, the mobile agent (MA) paradigm has been proposed as a solution to overcome these problems. The MA approach accounts for performing data processing and making data aggregation decisions at nodes rather than bring data back to a central processor (sink). Using this approach, redundant sensory data is eliminated. In this article, we consider the problem of calculating near-optimal routes for MAs that incrementally fuse the data as they visit the nodes in a WSN. The order of visited nodes (the agent's itinerary) affects not only the quality but also the overall cost of data fusion. Our proposed heuristic algorithm adapts methods usually applied in network design problems in the specific requirements of sensor networks. It computes an approximate solution to the problem by suggesting an appropriate number of MAs that minimizes the overall data fusion cost and constructs near-optimal itineraries for each of them. The performance gain of our algorithm over alternative approaches both in terms of cost and task completion latency is demonstrated by a quantitative evaluation and also in simulated environments through a Java-based tool.