A class of mobile motion prediction algorithms for wireless mobile computing and communication
Mobile Networks and Applications - Special issue: routing in mobile communications networks
Location dependent query processing
Proceedings of the 2nd ACM international workshop on Data engineering for wireless and mobile access
NetGames '02 Proceedings of the 1st workshop on Network and system support for games
Convergence assessment techniques for Markov chain Monte Carlo
Statistics and Computing
Mobile Computing and Databases-A Survey
IEEE Transactions on Knowledge and Data Engineering
Location Dependent Data and its Management in Mobile Databases
DEXA '98 Proceedings of the 9th International Workshop on Database and Expert Systems Applications
An Adaptive, Location-Aware Hoarding Mechanism
ISCC '00 Proceedings of the Fifth IEEE Symposium on Computers and Communications (ISCC 2000)
Learning Significant Locations and Predicting User Movement with GPS
ISWC '02 Proceedings of the 6th IEEE International Symposium on Wearable Computers
A predictive location model for location-based services
GIS '03 Proceedings of the 11th ACM international symposium on Advances in geographic information systems
GAME based dynamic resource scheduling in QoS aware radio access networks
Soft Computing - A Fusion of Foundations, Methodologies and Applications
Mobility Prediction's Influence on QoS in Wireless Networks: A Study on a Call Admission Algorithm
WIOPT '05 Proceedings of the Third International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks
Intelligence and mobility for BT's next generation networks
BT Technology Journal
Structured analysis techniques for large Markov chains
SMCtools '06 Proceeding from the 2006 workshop on Tools for solving structured Markov chains
A predictive bandwidth reservation scheme using mobile positioning and road topology information
IEEE/ACM Transactions on Networking (TON)
Adaptive location update area design for wireless cellular networks under 2D Markov walk model
Computer Communications
Computers & Mathematics with Applications
Real-time traffic support in heterogeneous mobile networks
Wireless Networks
Reflections and trends in the expansion of cellular wireless services in the U.S. and China
Communications of the ACM
Beyond third generation (B3G) mobile communication: challenges, broadband access and Europe
Mobility '06 Proceedings of the 3rd international conference on Mobile technology, applications & systems
Traffic engineering and QoS control between wireless diffserv domains using PQ and LLQ
Proceedings of the 5th ACM international workshop on Mobility management and wireless access
Mobility prediction using future knowledge
Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems
Fair Channel Quality-Based Scheduling Scheme for HSDPA System
AICCSA '06 Proceedings of the IEEE International Conference on Computer Systems and Applications
Mobile phone forensics: an overview of technical and legal aspects
International Journal of Electronic Security and Digital Forensics
Compositionality for Markov reward chains with fast and silent transitions
Performance Evaluation
A hierarchical prediction model for two nodes-based IP mobile networks
Proceedings of the 12th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Advances in Engineering Software
A new Markov-based mobility prediction algorithm for mobile networks
EPEW'10 Proceedings of the 7th European performance engineering conference on Computer performance engineering
Finding your friends and following them to where you are
Proceedings of the fifth ACM international conference on Web search and data mining
Reducing location update and paging costs in a PCS network
IEEE Transactions on Wireless Communications
Overflow control for UMTS high-speed downlink packet access
IEEE Transactions on Wireless Communications
Serving radio network controller relocation for UMTS all-IP network
IEEE Journal on Selected Areas in Communications
The Impact of Zoning Concept on Data-Flow Management within LBS System Components
International Journal of Handheld Computing Research
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In location-based services (LBSs), the service is provided based on the users' locations through location determination and mobility realization. Most of the current location prediction research is focused on generalized location models, where the geographic extent is divided into regular-shaped cells. These models are not suitable for certain LBSs where the objectives are to compute and present on-road services. Such techniques are the new Markov-based mobility prediction (NMMP) and prediction location model (PLM) that deal with inner cell structure and different levels of prediction, respectively. The NMMP and PLM techniques suffer from complex computation, accuracy rate regression, and insufficient accuracy. In this paper, a novel cell splitting algorithm is proposed. Also, a new prediction technique is introduced. The cell splitting is universal so it can be applied to all types of cells. Meanwhile, this algorithm is implemented to the Micro cell in parallel with the new prediction technique. The prediction technique, compared with two classic prediction techniques and the experimental results, show the effectiveness and robustness of the new splitting algorithm and prediction technique.