Mobile user tracking using a hybrid neural network

Wireless Networks

Volumn 11, Issue 3, 2005, Pages 275-284

  Majumdar, Kausik ^a   Das, Nabanita ^b  

^a JADAVPUR UNIVERSITY   (India)

^b INDIAN STATISTICAL INSTITUTE   (India)

Author keywords

Location management; Location prediction; MLP network; Mobile users; Paging; SOFM network

Indexed keywords

COMPUTER ARCHITECTURE; COMPUTER SIMULATION; LEARNING SYSTEMS; MOBILE TELECOMMUNICATION SYSTEMS; SELF ORGANIZING MAPS; VIRTUAL STORAGE;

CELL ARCHITECTURE; GENERALIZATION ABILITY; HYBRID NETWORKS; MOBILE USERS;

MULTILAYER NEURAL NETWORKS;

EID: 24044446437     PISSN: 10220038     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11276-005-6611-x     Document Type: Article

References (25)

1. I.F. Akyildiz and J.S.M. Ho, Movement-based location update and selective paging for PCS networks, IEEE/ACM Transactions on Networking 4(4) (1996) 629-638.
2. I.F. Akyildiz and J.S.M. Ho, Dynamic mobile user location update for wireless PCS networks, Wireless Networks 1(2) (1995) 187-196.
3. B.R. Badrinath and T. Imielinski, Location management for networks with mobile users, in: Mobile Computing, T. Imielinski and H.F. Korth eds., (Kluwer Academic Publishers, 1996) 129-152.
4. A. Barnoy, I. Kessler and M. Sidi, Mobile users: To update or not to update? Wireless Networks 1(2) (1995) 175-185.
5. A. Bhattacharya and S.K. Das, Lezi-Update: An information- Theoretic approach to track mobile users in PCS networks, Proc. ACM/IEEE Mobicom '99, Seattle, WA 5(5) (1999) 1-12.
6. Y. Birk and Y. Nachman, Using direction and elapsed-time information to reduce the wireless cost of locating mobile units in cellular networks, Wireless Networks 1(4) (1995) 403-412.
7. T.X. Brown and S. Mohan, Mobility management for personal communication systems, IEEE Transactions on Vehicular Technology 46(2) (1997) 269-278.
8. G. Chakrabarty, Efficient location management by movement prediction of mobile host, in: Proc. Int. Workshop on Distributed Computing IWDC 2002, Lecture Notes in CS, Vol. 2571 (Springer 2002) pp. 142-153.
9. S. Haykin, Neural Networks: A Comprehensive Foundation (McMillan College Publishing Co., New York, 1994).
10. J.S.M. Ho and I.F. Akyildiz, Mobile user location update and paging under delay constraints, ACM-Baltzer J. Wireless Networks 1 (4) (1995) 413-425.
11. D. Hong and S.S. Rappaport, Traffic model and performance analysis for cellular radio telephone systems with prioritized and nonprioritized hand-off procedures, IEEE Transactions on Vehicular Tech. 42 (1993).
12. K. Ivanov and G. Spring, Mobile speed sensitive handover in mixed cell environment, in: Proc. IEEE Vehicular Tech. Conference (1995) pp. 892-896.
13. S.J. Kim and C.Y. Lee, Modeling and analysis of the dynamic location registration and paging in cellular systems, IEEE Transactions on Vehicular Technology 45(1) (1996) 82-90.
14. T. Kohonen, The self-organization map, Proc. IEEE 78(9) (1990) 1464-1480.
15. J. Li, H. Kameda and K. Li, Optimal dynamic mobility management for PCS networks, IEEE/ACM Trans, on Networking 8 (2000) 319-327.
16. T. Liu, P. Bahl and I. Chlamtac, Mobility modeling, location tracking, and trajectory prediction in wireless ATM networks, IEEE Transactions on Selected Areas of Commn. 16 (1998) 922-936.
17. G.L. Lyberopoulos, J.G. Markoulidakis, D.V. Polymeros, D.F. Tsirkas and E.D. Sykas, Intelligent paging strategies for third generation mobile telecommunication systems, IEEE Transactions on Vehicular Technology 44(3) (1995) 543-553.
18. U. Madhow, M. Honig and K. Steiglitz, Optimization of wireless resources for personal communications mobility tracking, IEEE/ACM Trans. on Networking 3 (1996) 629-638.
19. S. Pal, J. Das and K. Majumdar, A hybrid neural architecture and its application to temperature prediction, in: Proc. Joint Int. Conf. ICANN/ICONIP, 2003, Lecture Notes in CS Vol. 2714 (Springer 2003), pp. 581-588.
20. G. Pollini and C.-L. I, A profile-based location strategy and its performance, IEEE Transactions on Selected Areas of Commn. 15(8) (1997).
21. C. Rose, Minimizing the average cost of paging and registration: A timer-based method, Wireless Networks 2(2) (1996) 109-116.
22. C. Rose and R. Yates, Minimizing the average cost of paging under delay constraints, Wireless Networks 1(2) (1995) 211-219.
23. S. Tabbane, An alternative strategy for location tracking, IEEE Transactions on Selected Areas of Commn. 13 (1995) 880-892.
24. V.W.S. Wong and V.C.M. Leung, An adptive distance-based location update algorithm for next-generation PCS networks, IEEE Transactions on Vehiculai- Technology 19(10) (2001) 1942-1952.
25. M. Zonoozi and P. Dassanayake, User mobility modeling and characterization of mobility patterns, IEEE Transactions on Selected Areas of Commn. 15 (1997) 1239-1252.