Title :
Application of biomimetics intelligence for smart sensor surveillance system in legacy powerline network
Author :
Chanyagorn, P. ; Szu, Harold H. ; Kopriva, Ivica
Author_Institution :
Dept. of Electr. & Comput. Eng., George Washington Univ., DC, USA
Abstract :
In multiple access communication, an addressing code - encapsulated information of senders or receivers - is essential for a correct data communication. However, it occupies a part of the data payload which causes a reduction in bandwidth utilization. This may not be a problem provided that the communications channel has a large bandwidth. The code division multiple access (CDMA) can encapsulate the code without occupying any data payload. However, many communication channels have, due to their physical characteristics, a small available bandwidth, which makes them unsuitable for CDMA. The low-frequency-band powerlines (<0.5 MHz) is an example of such a channel because such lines are not designed for data transmission purposes. Usage of the low frequency band, however, makes the system insensitive to the structure of the power grid, where many locations do not lend themselves to modification of the network. This paper describes an idea of communications without addressing in the low-frequency-band powerline network (<0.5 MHz) using finite alphabet signals and underdetermined blind signal separation (uBSS). The paper also presents a possible application of biomimetic intelligence for a surveillance system and a smart sensor web in the legacy powerlines.
Keywords :
biomimetics; blind source separation; carrier transmission on power lines; code division multiple access; intelligent networks; intelligent sensors; microsensors; power transmission lines; surveillance; transmission networks; biomimetics intelligence; finite alphabet signals; legacy powerline network; low-frequency-band powerlines; multiple access communications; nonaddressing communication system; smart sensor surveillance system; smart sensor web; standardized micro electro-mechanical sensor; underdetermined blind signal separation; Bandwidth; Biomimetics; Communication channels; Data communication; Frequency; Intelligent networks; Intelligent sensors; Multiaccess communication; Payloads; Surveillance;
Conference_Titel :
Neural Networks, 2003. Proceedings of the International Joint Conference on
Print_ISBN :
0-7803-7898-9
DOI :
10.1109/IJCNN.2003.1223437