Title :
Collective behavior implementation in powerline surveillance sensor network
Author :
Chanyagorn, Pornchai ; Szu, Harold H. ; Wang, Hongye
Author_Institution :
Dept. of Electr. Eng., Mahidol Univ., Thailand
Abstract :
This paper presents the application of collective swarm intelligence in solving problems of non-multiplexing communication in powerline sensor network. Based on collective intelligence behavior in nature, we design a system that allows local sensors to collect local information acquired from the powerline channel. As the information becomes available, the sensor can adaptively adjust its parameters in order to achieve a common goal of non-multiplexing sensor communication throughout entire network. The non-multiplexing sensor communications is implemented using underdetermined blind source separation (uBSS) based on the finite alphabet property of the data. The details of hardware implementation are provided as well as the result from the test-bed network.
Keywords :
blind source separation; carrier transmission on power lines; multiplexing; telecommunication computing; blind source separation; collective swarm intelligence; finite alphabet property; nonmultiplexing communication; nonmultiplexing sensor communication; powerline channel; powerline surveillance sensor network; Blind source separation; Electronic mail; Hardware; Intelligent networks; Intelligent sensors; Particle swarm optimization; Programmable control; Sensor systems; Surveillance; Testing;
Conference_Titel :
Neural Networks, 2005. IJCNN '05. Proceedings. 2005 IEEE International Joint Conference on
Print_ISBN :
0-7803-9048-2
DOI :
10.1109/IJCNN.2005.1556142