Title :
Mobile decision support in server and mobile terminals
Author :
Li, De-Min ; Zhou, Jie
Author_Institution :
Coll. of Inf. Sci. & Technol., Donghua Univ., Shanghai, China
Abstract :
In this paper we consider the mobile decision supports both in server and in mobile terminal. Mobility traces record actual movement behavior of mobile users. We investigate data mining methods to discovery the mobile patterns, and utilize the moving patterns to provide decision schemes of home base station selection, location area selection, the HLR and VLR balance in server. Consider traffic and tele-traffic constrains in mobile environment, we model the mobile decision process for a trip by Markov decision process in mobile terminals. This model is used to optimize the mobile process and provide a mobile decision support for a trip. Some simulations are discussed in the end.
Keywords :
Markov processes; data mining; decision support systems; mobile computing; mobility management (mobile radio); HLR; Markov decision process; VLR; data mining; home base station selection; location area selection; mobile decision support; mobile pattern; mobile terminal; server terminal; tele-traffic constrain; traffic constrain; Data mining; Databases; Decision support systems; Interference constraints; Mobile communication; Mobile computing; Mobile radio mobility management; Network servers; Personal digital assistants; Traffic control; MDP; location area optimization; mobile decision support; tele-traffic gain; traffic gain;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527188
