A Mobile Agent-Based Framework for Configurable Sensor Networks
MATA '02 Proceedings of the 4th International Workshop on Mobile Agents for Telecommunication Applications
Supporting Flexible Data Feeds in Dynamic Sensor Grids through Mobile Agents
MA '02 Proceedings of the 6th International Conference on Mobile Agents
Sensor deployment and target localization in distributed sensor networks
ACM Transactions on Embedded Computing Systems (TECS)
Collaborative Knowledge Building by Smart Sensors
BT Technology Journal
Journal of Parallel and Distributed Computing
A mobile code platform for distributed task control in wireless sensor networks
MobiDE '06 Proceedings of the 5th ACM international workshop on Data engineering for wireless and mobile access
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Collaborative signal processing for target tracking in distributed wireless sensor networks
Journal of Parallel and Distributed Computing
An approach for applying multi-agent technology into wireless sensor networks
EATIS '07 Proceedings of the 2007 Euro American conference on Telematics and information systems
Dynamic mobile agent migration in Wireless Sensor Networks
International Journal of Ad Hoc and Ubiquitous Computing
A smart IDS and response system for the internet malicious worm
International Journal of Wireless and Mobile Computing
Mobile-agent-based collaborative sensor fusion
Information Fusion
Computer Networks: The International Journal of Computer and Telecommunications Networking
JAID: An algorithm for data fusion and jamming avoidance on distributed sensor networks
Pervasive and Mobile Computing
Pervasive and Mobile Computing
Agilla: A mobile agent middleware for self-adaptive wireless sensor networks
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Employed BPN to Multi-sensors Data Fusion for Environment Monitoring Services
ATC '09 Proceedings of the 6th International Conference on Autonomic and Trusted Computing
Distributed visual-target-surveillance system in wireless sensor networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
A sensor deployment algorithm for mobile wireless sensor networks
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
An optimizing movement control strategy for mobile sensor networks
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Location tracking in a wireless sensor network by mobile agents and its data fusion strategies
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Self-synchronization of cooperative agents in a distributed environment
CEEMAS'03 Proceedings of the 3rd Central and Eastern European conference on Multi-agent systems
Colony algorithm for wireless sensor networks adaptive data aggregation routing schema
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
COMSNETS'10 Proceedings of the 2nd international conference on COMmunication systems and NETworks
Programmable Middleware for Wireless Sensor Networks Applications Using Mobile Agents
Mobile Networks and Applications
A Group-Based Mobile Agent Routing Protocol for Multitype Wireless Sensor Networks
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Computing mobile agent routes with node-wise constraints in distributed communication systems
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Applications of agent technology in communications: a review
Computer Communications
Artificial Life
WSN in cyber physical systems: Enhanced energy management routing approach using software agents
Future Generation Computer Systems
Iterative Consensus for a Class of Second-order Multi-agent Systems
Journal of Intelligent and Robotic Systems
| Hi-index | 0.00 |
We describe the use of the mobile agent paradigm to design an improved infrastructure for data integration in a distributed sensor network (DSN). We use the acronym MADSN to denote the proposed mobile-agent-based DSN. Instead of moving data to processing elements for data integration, as is typical of a client/server paradigm, MADSN moves the processing code to the data locations. This saves network bandwidth and provides an effective means for overcoming network latency, since large data transfers are avoided. Our major contributions are the use of mobile agent in DSN for distributed data integration and the evaluation of performance between DSN and MADSN approaches. We develop an enhanced multiresolution integration (MRI) algorithm where multiresolution analysis is applied at a local node before accumulating the overlap function by mobile agent. Compared to the MRI implementation in DSN, the enhanced integration algorithm saves up to 90% of the data transfer time. We develop objective functions to evaluate the performance between DSN and MADSN approaches. For a given set of network parameters, we analyze the conditions under which MADSN performs better than DSN and determine the condition under which MADSN reaches its optimum performance level