Title :
Trajectory Prediction and Data Filtering for Mobile Networks
Author :
Reddy, Ch Pradeep ; Srianirudh, Kota Theja ; Kumar, Kaja Uday ; Gondela, Hari Satish Kumar ; Surendhra, Ch V N S
Author_Institution :
Jagan´´s Coll. of Eng. & Technol., CSE, Nellore, India
Abstract :
In todaypsilas modern world people use to move from one place to another regularly. So there is a need for a mechanism which gives mobile user the necessary information about the new location. The proposed project implements two such mechanisms known as Pull technology and Push technology. The project proposes a trajectory prediction which estimates the users futures movement based on the information of the past movements of the user. Mobility prediction algorithm comprises of three modules. The system can allocate the resources to the most probable cell with the prediction module instead of allocating excessive resources blindly to the neighboring cells of the user. Also recommends a filtering mechanism, which avoids the unwanted data to be sent to the user by the server. We propose two mechanisms for the filtering of data.
Keywords :
filtering theory; mobile radio; prediction theory; radio networks; data filtering; mobile networks; mobile user; mobility prediction algorithm; pull technology; push technology; trajectory prediction; Costs; Educational institutions; Fault tolerance; Filtering; Prediction algorithms; Proposals; Protocols; Resource management; Trajectory; Wireless networks; Filtering; Prediction.; Push technology;
Conference_Titel :
Future Networks, 2009 International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-0-7695-3567-8
DOI :
10.1109/ICFN.2009.44