A Next-Move Prediction Algorithm for Implementation of Selective Reservation Concept in Wireless Networks
作者： Milena Stoyanova , Petri Mahonen
DOI: 10.1109/PIMRC.2007.4394861
关键词:
摘要: The future mobile networks will have to support increasing number of users and provide efficient services that are context sensitive. Because the limited amount wireless resources, better utilization system resources is required. Lately there has been an interest develop predictive algorithms for user movements in order optimization. In this paper we suggest algorithm implementation selective reservation concept handover resources. We propose a next-move prediction scheme using history user's movement directions backpropagation neural network algorithm. show certain types patterns accuracy 100% can be achieved. developed light-weight does not require excessive computing power, could into terminals.
sci-hub.se 参考文章(15)
Laurene V. Fausett, Fundamentals of neural networks ,(1993)
R. Narasimhan, D.C. Cox, A handoff algorithm for wireless systems using pattern recognition personal indoor and mobile radio communications. ,vol. 1, pp. 335- 339 ,(1998) , 10.1109/PIMRC.1998.733570
C. Bettstetter, G. Resta, P. Santi, The node distribution of the random waypoint mobility model for wireless ad hoc networks IEEE Transactions on Mobile Computing. ,vol. 2, pp. 257- 269 ,(2003) , 10.1109/TMC.2003.1233531
Mirco Musolesi, Cecilia Mascolo, A community based mobility model for ad hoc network research Proceedings of the second international workshop on Multi-hop ad hoc networks: from theory to reality - REALMAN '06. pp. 31- 38 ,(2006) , 10.1145/1132983.1132990
J. Jobin, Satish K. Tripathi, Michalis Faloutsos, Swapna Gokhale, Using statistical data for reliable mobile communications Wireless Communications and Mobile Computing. ,vol. 2, pp. 101- 111 ,(2002) , 10.1002/WCM.36
A. Aljadhai, T.F. Znati, A framework for call admission control and QoS support in wireless environments international conference on computer communications. ,vol. 3, pp. 1019- 1026 ,(1999) , 10.1109/INFCOM.1999.751656
Christian Bettstetter, Mobility modeling in wireless networks: categorization, smooth movement, and border effects Mobile Computing and Communications Review. ,vol. 5, pp. 55- 66 ,(2001) , 10.1145/584051.584056
Kausik Majumdar, Nabanita Das, Mobile user tracking using a hybrid neural network Wireless Networks. ,vol. 11, pp. 275- 284 ,(2005) , 10.1007/S11276-005-6611-X
S. Nesargi, R. Prakash, Distributed wireless channel allocation in networks with mobile base stations international conference on computer communications. ,vol. 2, pp. 592- 600 ,(1999) , 10.1109/INFCOM.1999.751394
Y Bing Lin, Imrich Chlamtac, Wireless and Mobile Network Architectures ,(2000)