Application of Neural Network for Network Rout Planning

Main Article Content

Pramote Anunvrapong
Phichet Moungnoul


This paper proposes a new forecasting approach for telephone network routing plan by applying Neural Network concept. For experimental results, traffic data from Khonkhaen 1 and Khonkhaen3 exchanges are collected and then compared with the values forecasted by using back propagation neural network method and using the Conventional Method. This paper shows that the forecasting method which applying neural network are convenient and suitable for network routing plan. This method can effectively forecast the traffic flowed between the exchanges, and dimensioning for each future network routing plan can be done appropriately.

Article Details

How to Cite
Anunvrapong, P., & Moungnoul, P. (2003). Application of Neural Network for Network Rout Planning. Journal of Engineering, RMUTT, 3, 22–26. Retrieved from
Research Articles


[1] ITU, "Teletraffic Engineering Course,"Tetrapro, 1985
[2] H.Leijon, ITU, "Measurement of Traffic Distribution Matrix in Alternative Routing Networks," 1985
[3] Planning Bureau of NTT, "Planning Manual,"Telecommunications Association, Tokyo,1977
[4] ITU-T E521,"Calculation of the number of circuit in a group carrying overflow traffic,"1985
[5] ITU-T E525,"Designing Network to Control leu Grade of Service, 1985
[6] ITU-T, E.506,"Forecasting international traffic,"1992
[7] KRUITHOF (J.): Telefoonverkeersrekening.De Ingenieur, 52, No.8, 1937.
[8] James R.Boucher Artech House,"Voice Teletraffic system Engineering,"1988
[9] E.S. Yu, C.Y.R. Chen,"Traffic prediction using neural network," Proc. IEEE Globecom,pp.991-995, 1993.
[10] Laurene Fausette, "Fundamental of Neural Networks-Architecture, Algorithm and Application," Prentice-Hall1994.
[11] วิโรจน์ พลสูงเนิน, ถวิล พึ่งมา, มนูญ สุขเกษม "การวิเคราะห์การวาง แผนเส้นทางลัดในโครงข่ายโทรคมนาคม" การประชุมวิชาการทางไฟฟ้า ครั้งที่ 16, 25-26 พฤศจิกายน 2536, หน้า 149-152