Title :
Application o artificial neural networks to the prediction of field strength in indoor environment for wireless LAN
Author :
Zhou, Huaibei ; Wang, Fan ; Yang, Chunhua
Author_Institution :
Int. Sch. of Software Eng., Wuhan Univ., China
Abstract :
A new hybrid method based on artificial neural networks for predicting field strength in indoor environment for wireless LAN is introduced in this paper. In contrast to other prediction models, the new method shows a better prediction result and better generalization. This method is particularly suited for application in wireless LAN planning.
Keywords :
indoor radio; neural nets; telecommunication computing; telecommunication network planning; wireless LAN; artificial neural networks; field strength prediction; indoor environment; wireless LAN planning; Artificial neural networks; Databases; Electromagnetic propagation; Indoor environments; Intelligent networks; Laboratories; Mobile communication; Predictive models; Receivers; Wireless LAN;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2005. Proceedings. 2005 International Conference on
Print_ISBN :
0-7803-9335-X
DOI :
10.1109/WCNM.2005.1544266