Title :
Research the effectiveness of neural network for telecom planning prediction
Author :
Zhang, Zhenyu ; Xie, Xiaoyao
Author_Institution :
Guizhou Univ., Guiyang
Abstract :
Today, the telecom planning prediction based on quantitative analysis is becoming more necessary. It need consider many influential factors, such as the consumption of products, the quality of services, the quantity of customers, the performance of equipment, incomes, investment and so on. To verify and analyze the effectiveness of Neural Network for telecom planning prediction, the model of planning prediction Neural Network design is constructed in the paper. And a case study was implemented in the paper, while a specific city and the practical data were selected as samples for the case.
Keywords :
neural nets; telecommunication computing; telecommunication services; equipment performance; neural network; quality of services; quantitative analysis; telecom planning prediction; Artificial neural networks; Biological neural networks; Cities and towns; Computer networks; Information analysis; Investments; Neural networks; Neurons; Quality of service; Telecommunication computing; BP Neural Network; Telecom planning; eTOM; prediction;
Conference_Titel :
Industrial Electronics and Applications, 2008. ICIEA 2008. 3rd IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1717-9
Electronic_ISBN :
978-1-4244-1718-6
DOI :
10.1109/ICIEA.2008.4582480
