Mobility prediction using fully-complex extreme learning machines

22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings

Volumn , Issue , 2014, Pages 607-612

  Ghouti, Lahouari ^a  

^a KING FAHD UNIVERSITY OF PETROLEUM AND MINERALS   (Saudi Arabia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BANDWIDTH; COMPLEX NETWORKS; FORECASTING; KNOWLEDGE ACQUISITION; MOBILE AD HOC NETWORKS; NEURAL NETWORKS; QUALITY OF SERVICE; TELECOMMUNICATION NETWORKS;

ACCURATE PREDICTION; AVAILABLE BANDWIDTH; EFFICIENT PLANNING; EXTREME LEARNING MACHINE; MOBILITY PREDICTIONS; OPTIMIZED PLANNING; PREDICTION ACCURACY; PREDICTION ALGORITHMS;

LEARNING SYSTEMS;

EID: 84962019918     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. J. Broch, D. Maltz, D. Johnson, Y. Hu, J. Jetcheva, A performance comparison of multi-hop wireless ad hoc network routing protocols, in: Proceedings of the 4th annual ACM/IEEE international conference on Mobile computing and networking, ACM, 1998, pp. 85-97.
2. O. Dengiz, A. Konak, A. E. Smith, Connectivity management in mobile ad hoc networks using particle swarm optimization, Ad Hoc Networks 9 (7) (2011) 1312-1326.
3. N. C. Wang, S. W. Chang, A reliable on-demand routing protocol for mobile ad hoc networks with mobility prediction, Computer Communications 29 (1) (2005) 123-135.
4. J. Tang, G. Xue, W. Zhang, Reliable routing in mobile ad hoc networks based on mobility prediction, in: Mobile Ad-hoc and Sensor Systems, 2004 IEEE International Conference on, 2004, pp. 466 - 474.
5. D. Mitrovic, Short term prediction of vehicle movements by neural networks, in: Knowledge-Based Intelligent Information Engineering Systems, 1999. Third International Conference, 1999, pp. 187-190.
6. W. Creixell, K. Sezaki, Routing protocol for ad hoc mobile networks using mobility prediction, International Journal of Ad Hoc and Ubiquitous Computing 2 (3) (2007) 149-156.
7. J. Torkestani, Mobility prediction in mobile wireless networks, Journal of Network and Computer Applications 35 (5) (2012) 1633-1645.
8. L. Ghouti, T. R. Sheltami, K. S. Alutaibi, Mobility prediction in mobile ad hoc networks using extreme learning machines, in: Procedia Computer Science, Vol. 19, 2013, pp. 305-312.
9. M. Li, G. Huang, P. Saratchandran, N. Sundararajan, Fully complex extreme learning machine, Neurocomputing 68 (2005) 306-314.