International Journal of Application or Innovation in Engineering & Management
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ISSN 2319 – 4847
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Call for Paper, Published Articles, Indexing Infromation Weekly WiMAX Traffic Forecasting using Trainable cascade-forward backpropagation network in Wavelet Domain, Authors : Mankhush Singh , Simarpreet Kaur, International Journal of Application or Innovation in Engineering & Management (IJAIEM), www.ijaiem.org
Volume & Issue no: Volume 3, Issue 7, July 2014

Title:
Weekly WiMAX Traffic Forecasting using Trainable cascade-forward backpropagation network in Wavelet Domain
Author Name:
Mankhush Singh , Simarpreet Kaur
Abstract:
ABSTRACT In this Paper, the WiMAX Traffic Forecasting on Week basis is done. The traffic time series is decomposed with Stationary Wavelet Transform (SWT). Further these coefficients will be trained and predicted with the Trainable Cascade-Forward Backpropagation Neural Networks. The quality of forecasting obtained is shown in terms of the four parameters. Keywords: SWT, WiMAX, Neural network, SMAPE, RSQ, RMSE, MAE
Cite this article:
Mankhush Singh , Simarpreet Kaur , " Weekly WiMAX Traffic Forecasting using Trainable cascade-forward backpropagation network in Wavelet Domain " , International Journal of Application or Innovation in Engineering & Management (IJAIEM), Volume 3, Issue 7, July 2014 , pp. 197-202 , ISSN 2319 - 4847.
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