Title :
A Routing Agent based on wireless sensor networks
Author :
Yang Yun ; Tao Bi-lei
Author_Institution :
Nanjing Univ. of Sci. & Technol., Nanjing
Abstract :
In this paper, we present a software Agent that is able to determine energy efficient routing techniques. What is unique about our proposed Agent approach is that the Agent has a learning capability using genetic arithmetic operators. Then we propose a new algorithm called RAGA(Routing Agent using Genetic Algorithms) while the fitness criterion is based on number of cluster heads, direct distance to sink, and cluster distance. To demonstrate the feasibility and efficiency of the proposed algorithm, it is designed and implemented.
Keywords :
genetic algorithms; learning (artificial intelligence); software agents; telecommunication network routing; wireless sensor networks; energy efficient routing techniques; genetic algorithms; genetic arithmetic operators; learning capability; routing agent; software agent; wireless sensor networks; Genetics; Routing; Silicon; Software;
Conference_Titel :
Communications, Circuits and Systems, 2007. ICCCAS 2007. International Conference on
Conference_Location :
Kokura
Print_ISBN :
978-1-4244-1473-4
DOI :
10.1109/ICCCAS.2007.6250848
