Ant Colony Optimization and Swarm Intelligence

Volume 3172 of the series Lecture Notes in Computer Science pp 154-165

Improvements on Ant Routing for Sensor Networks

  • Ying ZhangAffiliated withPalo Alto Research Center
  • , Lukas D. KuhnAffiliated withLudwig Maximilian University
  • , Markus P. J. FromherzAffiliated withPalo Alto Research Center

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Ad-hoc wireless sensor networks have been an active research topic for the last several years. Sensor networks are distinguished from traditional networks by characteristics such as deeply embedded routers, highly dynamic networks, resource-constrained nodes, and unreliable and asymmetric links. Ant routing has shown good performance for communication networks; in this paper, we show why the existing ant-routing algorithms do not work well for sensor networks. Three new ant-routing algorithms are proposed and performance evaluations for these algorithms on a real application are conducted on a routing simulator for sensor networks.