Delay prediction for intelligent routing in wireless networks using neural networks

Proceedings of the 2006 IEEE International Conference on Networking, Sensing and Control, ICNSC'06

Volumn , Issue , 2006, Pages 625-630

  Zhihao, Guo ^b   Malakooti, Behnam ^a,b  

^a IEEE   (United States)

^b CASE WESTERN RESERVE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DELAY PREDICTION; MULTI-LAYER PERCEPTRON (MLP) NETWORKS;

INFORMATION THEORY; NEURAL NETWORKS; PACKET SWITCHING; RADIAL BASIS FUNCTION NETWORKS; TELECOMMUNICATION TRAFFIC; WIRELESS NETWORKS;

ROUTING PROTOCOLS;

EID: 34250195038     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. A. Lendasse, E. Oja, Olli Simula, M. Verleysen, "Time Series Prediction Competition:The CATS Benchmark", IJCNN'2004 proceedings - International Joint Conference on Neural Networks Budapest (Hungary), pp. 25-29, July, 2004
2. A. S. Weigend, N. A. Gershenfeld, «Time Series Prediction: Forecasting The Future And Understanding The Past», Proceedings of the NATO Advanced Research Workshop on Comparative Time Series Analysis held in Santa Fe, New Mexico, May 14-17, 1992
3. B. Malakooti, I. Thomas, K. Bhasin, A. Holtz, "A Framework for an Intelligent Internet Protocol for a Space-Based Internet", 22nd AIAA International Communications Satellite Systems Conference & Exhibit 2004 (ICSSC), May 9-12, 2004
4. B. Malakooti, V. Raman, "Clustering and Selection of Multiple Criteria Alternatives using Unsupervised and Supervised Neural Networks", Journal of Intelligent Manufacturing, Vol. 11, pp. 435-453, 2000
5. B. Malakooti, Y. Zhou, "An Adaptive Feedforward Artificial Neural Network with Application to Multiple Criteria Decision Making", Management Science, Vol. 40, No. 11, pp. 1542-1561, Nov. 1994
6. D. Herrscher, K. Rothermel, "A Dynamic Network Scenario Emulation Tool", Technique Report of Computer Science Institute of University of Stuttgart, 2002
7. D-ITG, Distributed Internet Traffic Generator, Available: http://www.grid.unina.it/software/ITG/
8. E. Gelenbe, R. Lent, Z. Xu, "Design and performance of cognitive packet networks", Performance Evaluation, Vol. 46, No. 2-3, pp. 155-176, 2001
9. E. Gelenbe, R. Lent, "Power-aware ad hoc cognitive packet networks", Ad Hoc Networks, Vol. 2, No. 3, pp. 205-216, July, 2004
10. H. Wakuya, J. M. Zurada, "Bi-directional Computing Architecture for Time Series Prediction", Neural Networks, Vol. 14, No. 9, pp. 1307-1321, Nov. 2001
11. I. W. Habib, A. A. Tarraf, T. N. Saadawi, "A Neural Network Controller for Congestion Control in ATM Multiplexers", Computer Networks and ISDN Systems, Vol. 29, No. 3, pp. 325 - 334, Feb. 1997
12. K. Akkaya, M. Younis, "A survey on routing protocols for wireless sensor networks", Ad Hoc Networks, Vol. 3, No. 3, pp. 325-349, 2005
13. Mathematica Neural Networks Documentation, Available: http://documents.wolfram.com/applications/neuralnetworks/
14. M. Abolhasan, T. Wysocki, E. Dutkiewicz, "A Review of Routing Protocols for Mobile Ad Hoc Networks", Ad Hoc Networks, Vol. 2, No. 1, pp. 1-22, 2004
15. R. J. T. Morris, B. Samadi, "Neural Network Control of Communications Systems", IEEE Transactions on Neural Networks, Vol. 5, No. 4, July, 1994
16. X. Cai, N. Zhang, G. K.Venayagamoorthy, D. C. Wunsch II, "Time Series Prediction with Recurrent Neural Networks Using a Hybrid PSO-EA Algorithm", IJCNN'04, Budapest, 2004