Parameter estimation and hypothesis testing in linear models
Parameter estimation and hypothesis testing in linear models
Optimization of wireless resources for personal communications mobility tracking
IEEE/ACM Transactions on Networking (TON)
Movement-based location update and selective paging for PCS networks
IEEE/ACM Transactions on Networking (TON)
Mobile users: to update or not to update?
Wireless Networks
Dynamic mobile user location update for wireless PCS networks
Wireless Networks
Minimizing the average cost of paging under delay constraints
Wireless Networks
Mobile user location update and paging under delay constraints
Wireless Networks
A performance comparison of multi-hop wireless ad hoc network routing protocols
MobiCom '98 Proceedings of the 4th annual ACM/IEEE international conference on Mobile computing and networking
LeZi-update: an information-theoretic approach to track mobile users in PCS networks
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Analysis of a metropolitan-area wireless network
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Optimal dynamic mobility management for PCS networks
IEEE/ACM Transactions on Networking (TON)
Analysis of a local-area wireless network
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
Caching strategies in on-demand routing protocols for wireless ad hoc networks
MobiCom '00 Proceedings of the 6th annual international conference on Mobile computing and networking
On optimal design of multitier wireless cellular systems
IEEE Communications Magazine
An adaptive distance-based location update algorithm for next-generation PCS networks
IEEE Journal on Selected Areas in Communications
Location management for next-generation personal communications networks
IEEE Network: The Magazine of Global Internetworking
Cross-Layer Design for Data Accessibility in Mobile Ad Hoc Networks
Wireless Personal Communications: An International Journal
Disconnection Prediction in Mobile Ad hoc Networks for Supporting Cooperative Work
IEEE Pervasive Computing
IEEE Transactions on Mobile Computing
A Mobility Prediction Architecture Based on Contextual Knowledge and Spatial Conceptual Maps
IEEE Transactions on Mobile Computing
Dynamical Mobile Terminal Location Registration in Wireless PCS Networks
IEEE Transactions on Mobile Computing
Performance Evaluation of Pipeline Paging under Paging Delay Constraint for Wireless Systems
IEEE Transactions on Mobile Computing
Path selection algorithms in homogeneous mobile ad hoc networks
Proceedings of the 2006 international conference on Wireless communications and mobile computing
Signal threshold adaptation for vertical handoff in heterogeneous wireless networks
Mobile Networks and Applications
Efficient proximity detection among mobile targets with dead reckoning
Proceedings of the 4th ACM international workshop on Mobility management and wireless access
Multiuser prefetching with queuing prioritization in heterogeneous wireless systems
QShine '06 Proceedings of the 3rd international conference on Quality of service in heterogeneous wired/wireless networks
Location management based on distance and direction for PCS networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Adaptive location update area design for wireless cellular networks under 2D Markov walk model
Computer Communications
EURASIP Journal on Wireless Communications and Networking
Extending the LBS-framework TraX: Efficient proximity detection with dead reckoning
Computer Communications
Individual profile graphs for location management in PCS networks
Computer Communications
BreadCrumbs: forecasting mobile connectivity
Proceedings of the 14th ACM international conference on Mobile computing and networking
Location Management Cost Estimation for PCS Using Neural Network
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Performance evaluation with different mobility models for dynamic probabilistic flooding in MANETs
Mobile Information Systems - Advances in Wireless Networks
Predictive methods for improved vehicular WiFi access
Proceedings of the 7th international conference on Mobile systems, applications, and services
Adaptive guard channel based CAC scheme in a 3G-WLAN integrated network
Proceedings of the 4th International Conference on Queueing Theory and Network Applications
Location update cost of distance-based scheme for PCS networks with CTRW model
IEEE Communications Letters
Predictive routing of contexts in an overlay network
IM'09 Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management
An efficient variable-range transmission power control algorithm for mobile ad hoc networks
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Impact of technology overlap in next-generation wireless heterogeneous systems
NETWORKING'07 Proceedings of the 6th international IFIP-TC6 conference on Ad Hoc and sensor networks, wireless networks, next generation internet
BonnMotion: a mobility scenario generation and analysis tool
Proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques
On the cost of knowledge of mobility in dynamic networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Selecting tracking principals with epoch awareness
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
A novel approach to reconnaissance using cooperative mobile sensor nodes
MILCOM'06 Proceedings of the 2006 IEEE conference on Military communications
Trace-based mobility modeling for multi-hop wireless networks
Computer Communications
Mobility models for mobility management
Network performance engineering
An efficient metric-based (EM-B) location management scheme for wireless cellular networks
Journal of Network and Computer Applications
Improvement of handover prediction in mobile WiMAX by using two thresholds
Computer Networks: The International Journal of Computer and Telecommunications Networking
Distributed cell-centric neighborhood-related location area planning for PCS networks
Computer Communications
Adaptive buffering-based on handoff prediction for wireless internet continuous services
HPCC'05 Proceedings of the First international conference on High Performance Computing and Communications
Application signal threshold adaptation for vertical handoff in heterogeneous wireless networks
NETWORKING'05 Proceedings of the 4th IFIP-TC6 international conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; Mobile and Wireless Communication Systems
Mobile learning support with statistical inference-based cache management
ICWL'07 Proceedings of the 6th international conference on Advances in web based learning
Wireless Personal Communications: An International Journal
SLAW: self-similar least-action human walk
IEEE/ACM Transactions on Networking (TON)
Mobility prediction in mobile wireless networks
Journal of Network and Computer Applications
Direct link assignment approach for IEEE 802.16 networks
WWIC'12 Proceedings of the 10th international conference on Wired/Wireless Internet Communication
Journal of Parallel and Distributed Computing
On the system performance vs. user movement with systematic simulation in mobile cellular networks
ISPA'07 Proceedings of the 5th international conference on Parallel and Distributed Processing and Applications
Modeling cellular user mobility using a leap graph
PAM'13 Proceedings of the 14th international conference on Passive and Active Measurement
Computers and Electrical Engineering
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This paper presents a mobile tracking scheme that exploits the predictability of user mobility patterns in wireless PCS networks. In this scheme, a mobile's future location is predicted by the network, based on the information gathered from the mobile's recent report of location and velocity. When a call is made, the network pages the destination mobile around the predicted location. A mobile makes the same location prediction as the network does; it inspects its own location periodically and reports the new location when the distance between the predicted and the actual locations exceeds a threshold. To more realistically represent the various degrees of velocity correlation in time, a Gauss-Markov mobility model is used. For practical systems where the mobility pattern varies over time, we propose a dynamic Gauss-Markov parameter estimator that provides the mobility parameters to the prediction algorithm.Based on the Gauss-Markov model, we describe an analytical framework to evaluate the cost of mobility management for the proposed scheme. We also present an approximation method that reduces the computational complexity of the cost evaluation for multidimensional systems. We then compare the cost of predictive mobility management against that of the regular, nonpredictive distance-based scheme, for both the case with ideal Gauss-Markov mobility pattern and the case with time-varying mobility pattern.The performance advantage of the proposed scheme is demonstrated under various mobility patterns, call patterns, location inspection cost, location updating cost, mobile paging cost, and frequencies of mobile location inspections. As a point of reference, prediction can reduce the mobility management cost by more than 50% for all systems, where a the mobile users have moderate mean velocity and where performing a single location update is as least as expensive as paging a mobile in one cell.