A new Markov-based mobility prediction algorithm for mobile networks

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6342 LNCS, Issue , 2010, Pages 37-50

  Bellahsene, Samir ^a   Kloul, Leïla ^a  

^a UNIVERSITY OF VERSAILLES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

MOBILE TELECOMMUNICATION SYSTEMS; WIRELESS NETWORKS;

CELLULAR NETWORK; MOBILE USERS; MOBILITY PREDICTION ALGORITHM; MOBILITY PREDICTIONS; MOBILITY TRACES; PREDICTION MODEL; PREDICTION PROCESS; URBAN AREAS;

FORECASTING;

EID: 78149375897     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15784-4_3     Document Type: Conference Paper

References (23)

1. Celtic telecommunication solution. Twinboard Project web site, http://www.celtic-initiative.org/Projects/TWINBOARD/default.asp
2. The next generation mobile networks web site, http://www.ngmn.org
3. The 3rd generation partnership project web site, http://www.3gpp.org/LTE
4. Aljadhai, A., Znati, T.: Predictive mobility support for QoS provisioning in mobile wireless environments. IEEE Journal on Selected Areas in Communications 19(10) (October 2001)
5. Bellahsene, S., Kloul, L., Barth, D.: A hierarchical prediction model for two nodes-based IP mobile networks MSWiM 2009. In: Proceedings of the 12th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems MSWiM, Tenerife, Canary Islands, Spain, pp. 173-180 (2009)
6. Rahmati, A., Zhong, L.: CRAWDAD data set rice/context (v. 2007-05-23) (May 2007), http://crawdad.cs.dartmouth.edu/rice/context
7. Chan, J., Zhou, S., Seneviratne, A.: A QoS adaptive mobility prediction scheme for wireless networks. In: Proceedings of IEEE GLOBECOM 1998, Sydney (November 1998)
8. Chellappa, R., Jennigs, A., Shenoy, N.: The sectorized mobility prediction algorithm for wireless networks. In: Proceeding of the 2003 International Conference on Information and Communication Technologies (ICT 2003) (April 2003)
9. Chellappa, R., Jennigs, A., Shenoy, N.: A review on current work in mobility prediction for wireless networks. In: Proceedings of the 3rd Asian International Mobile Computing Conference. Kasetsart University (2004)
10. Erbas, F., Steuer, J., Eggeiseker, D., Kyamakya, K., Jobmann, K.: A regular path recognition method and prediction of user movements in wireless networks. In: Proceedings of Vehicular Technology Conference (VTC 2001), Atlantic City (October 2001)
11. Francois, J.-M., Leduc, G., Martin, S.: Evaluation d'une méthode de prédiction des déplacements de terminaux dans les réseaux mobiles. In: Actes de Colloque Francophone sur l'Ingénierie des Protocoles (CFIP 2003) (October 2003)
12. Gustafsson, F., Gunnarsson, F.: Mobile positioning using wireless networks: possibilities and fundamental limitations based on available wireless network measurements. IEEE Signal Processing Magazine 22, 41-53 (2005)
13. Levine, D., Akyildiz, I.F., Naghshineh, M.: The shadow cluster concept for resource allocation and call admission in ATM-based wireless networks. In: Proceedings of the ACM Conferences on Mobile Computing and Networking, Berkeley (November 1995)
14. Liu, G., Maguire Jr., G.: A class of mobile motion prediction algorithms for wireless mobile computing and communication. Mobile Networks and Applications 1(2), 113-121 (1996)
15. Liu, T., Bahl, P., Chlamtac, I.: Mobility modelling, location tracking, and trajectory prediction in wireless ATM networks. IEEE Journal on Selected Areas in Communications (1998)
16. Sankar, R., Savkoor, N.: A combined prediction system for handoffs in overlaid networks. In: Proceeding of IEEE International Conference on Communications (ICC 1999), Vancouver (June 1999)
17. Soh, W.-S., Kim, H.S.: A predictive bandwidth reservation scheme using mobile positioning and road topology information. Proceedings IEEE/ACM Transactions on Networking, San Francisco (October 2006)
18. Song, L., Kotz, D., Jain, R., He, X.: Evaluating location predictors with extensive wi-fi mobility data. In: INFOCOM 2004, Twenty-third Annual Joint Conference of the IEEE Computer and Communications Societies (March 2004)
19. Sun, M.H., Blough, D.M.: Mobility prediction using future knowledge. In: Proceedings of the 10th ACM Symposium on Modelling, Analysis, and Simulation of Wireless and Mobile Systems, Chania, Crete Island, Greece (2007)
20. Wu, C.-F., Lee, L.-T., Tao, D.-F.: An HMM prediction and throttling-based call admission control scheme for wireless multimedia networks. Comput. Math. Appl. 54(3), 364-378 (2007)
21. Zhao, Y.: Vehicle Location and Navigation Systems. Artech House (1997)
22. Lacki, J.: Optimization of Soft Handover Parameters for UMTS Network in Indoor Environment. Tampere University of Technology (December 2005)
23. Méreur, J.-N., Malléus, G., Hardy, D.: Réseaux: Internet, téléphonie, multimédia. Convergences et complémentarités. De Boeck (2002)