Swarm intelligence: from natural to artificial systems
Swarm intelligence: from natural to artificial systems
Wireless sensor networks: a survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
SPEED: A Stateless Protocol for Real-Time Communication in Sensor Networks
ICDCS '03 Proceedings of the 23rd International Conference on Distributed Computing Systems
ReInForM: Reliable Information Forwarding Using Multiple Paths in Sensor Networks
LCN '03 Proceedings of the 28th Annual IEEE International Conference on Local Computer Networks
IEEE Transactions on Mobile Computing
A survey on wireless multimedia sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Journal of Network and Computer Applications - Special issue: Network and information security: A computational intelligence approach
Data aggregation in wireless sensor networks using ant colony algorithm
Journal of Network and Computer Applications
Multi-agent-based clustering approach to wireless sensor networks
International Journal of Wireless and Mobile Computing
QoS and energy aware routing for real-time traffic in wireless sensor networks
Computer Communications
A study of particle swarm optimization particle trajectories
Information Sciences: an International Journal
Algorithm of creating routing table for WSNs
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
QoSNET: An integrated QoS network for routing protocols in large scale wireless sensor networks
Computer Communications
A cost matrix agent for shortest path routing in ad hoc networks
Journal of Network and Computer Applications
Ant-based routing for wireless multimedia sensor networks using multiple QoS metrics
Computer Networks: The International Journal of Computer and Telecommunications Networking
An energy-efficient ant-based routing algorithm for wireless sensor networks
ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence
QoS based routing in wireless sensor network with particle swarm optimization
PRIMA'06 Proceedings of the 9th Pacific Rim international conference on Agent Computing and Multi-Agent Systems
Routing techniques in wireless sensor networks: a survey
IEEE Wireless Communications
Journal of Network and Computer Applications
Journal of Network and Computer Applications
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Existing routing algorithms are not effective in supporting the dynamic characteristics of wireless sensor networks (WSNs) and cannot ensure sufficient quality of service in WSN applications. This paper proposes a novel agent-assisted QoS-based routing algorithm for wireless sensor networks. In the proposed algorithm, the synthetic QoS of WSNs is chosen as the adaptive value of a Particle Swarm Optimization algorithm to improve the overall performance of network. Intelligent software agents are used to monitor changes in network topology, network communication flow, and each node's routing state. These agents can then participate in network routing and network maintenance. Experiment results show that the proposed algorithm can ensure better quality of service in wireless sensor networks compared with traditional algorithms.