Text compression
STOC '91 Proceedings of the twenty-third annual ACM symposium on Theory of computing
Elements of information theory
Elements of information theory
Practical prefetching via data compression
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Optimization of wireless resources for personal communications mobility tracking
IEEE/ACM Transactions on Networking (TON)
Optimal prefetching via data compression
Journal of the ACM (JACM)
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
Branch prediction based on universal data compression algorithms
Proceedings of the 25th annual international symposium on Computer architecture
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
Complexity and information
A selective location update strategy for PCS users
Wireless Networks
The GSM System for Mobile Communications
The GSM System for Mobile Communications
A Mathematical Theory of Communication
A Mathematical Theory of Communication
A universal finite memory source
IEEE Transactions on Information Theory
User mobility modeling and characterization of mobility patterns
IEEE Journal on Selected Areas in Communications
A profile-based location strategy and its performance
IEEE Journal on Selected Areas in Communications
Efficient Location Management by Movement Prediction of the Mobile Host
IWDC '02 Proceedings of the 4th International Workshop on Distributed Computing, Mobile and Wireless Computing
ANSS '03 Proceedings of the 36th annual symposium on Simulation
Location Aware Resource Management in Smart Homes
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
MavHome: An Agent-Based Smart Home
PERCOM '03 Proceedings of the First IEEE International Conference on Pervasive Computing and Communications
Location prediction algorithms for mobile wireless systems
Wireless internet handbook
Managing location in "Universal" location-aware computing
Wireless internet handbook
Competitive on-line paging strategies for mobile users under delay constraints
Proceedings of the twenty-third annual ACM symposium on Principles of distributed computing
BROADNETS '04 Proceedings of the First International Conference on Broadband Networks
Disconnection Prediction in Mobile Ad hoc Networks for Supporting Cooperative Work
IEEE Pervasive Computing
A data mining approach for location prediction in mobile environments
Data & Knowledge Engineering
Designing and Modeling Smart Environments (Invited Paper)
WOWMOM '06 Proceedings of the 2006 International Symposium on on World of Wireless, Mobile and Multimedia Networks
A predictive approach to achieving consistency in cooperative caching in MANET
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
Mobile Networks and Applications - Special issue: Recent advances in wireless networking
Evaluating Next-Cell Predictors with Extensive Wi-Fi Mobility Data
IEEE Transactions on Mobile Computing
A predictive bandwidth reservation scheme using mobile positioning and road topology information
IEEE/ACM Transactions on Networking (TON)
How smart are our environments? An updated look at the state of the art
Pervasive and Mobile Computing
On the design of energy-efficient location tracking mechanism in location-aware computing
Mobile Information Systems
Efficient multicast search under delay and bandwidth constraints
Wireless Networks
Online Sequential Prediction via Incremental Parsing: The Active LeZi Algorithm
IEEE Intelligent Systems
Adaptive location update area design for wireless cellular networks under 2D Markov walk model
Computer Communications
IEEE Transactions on Mobile Computing
Link quality prediction in mesh networks
Computer Communications
Clustering in mobile ad hoc networks through neighborhood stability-based mobility prediction
Computer Networks: The International Journal of Computer and Telecommunications Networking
IEEE/ACM Transactions on Networking (TON)
Navigate like a cabbie: probabilistic reasoning from observed context-aware behavior
UbiComp '08 Proceedings of the 10th international conference on Ubiquitous computing
Identification via location-profiling in GSM networks
Proceedings of the 7th ACM workshop on Privacy in the electronic society
Motion Prediction for Online Gaming
Motion in Games
Knowledge-based mobility management for personal agents in the all-mobile network
Multiagent and Grid Systems - Innovations in intelligent agent technology
Predictive methods for improved vehicular WiFi access
Proceedings of the 7th international conference on Mobile systems, applications, and services
Predictive QoS routing to mobile sinks in wireless sensor networks
IPSN '09 Proceedings of the 2009 International Conference on Information Processing in Sensor Networks
Prediction in wireless networks by Markov Chains
IEEE Wireless Communications
Tracking mobile users in cellular networks using timing information
Nordic Journal of Computing
Performance analysis of movements detection with RA beaconing in wireless IP networks
International Journal of Wireless and Mobile Computing
Future Generation Computer Systems
Performance evaluation of LZ-based location prediction algorithms in cellular networks
IEEE Communications Letters
A regression-based approach for mining user movement patterns from random sample data
Data & Knowledge Engineering
Pervasive'11 Proceedings of the 9th international conference on Pervasive computing
Mobility prediction-based smartphone energy optimization for everyday location monitoring
Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems
Database summarization and publishing in wireless environments
ICDCN'06 Proceedings of the 8th international conference on Distributed Computing and Networking
A mobility aware technique for clustering on mobile ad-hoc networks
ICDCN'06 Proceedings of the 8th international conference on Distributed Computing and Networking
IWDC'05 Proceedings of the 7th international conference on Distributed Computing
A suffix tree based prediction scheme for pervasive computing environments
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
Designing smart environments: a paradigm based on learning and prediction
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Exploiting mobility as context for energy-efficient location-aware computing
EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing
Hybrid predictors for next location prediction
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
Comparison of different methods for next location prediction
Euro-Par'06 Proceedings of the 12th international conference on Parallel Processing
Prediction of indoor movements using bayesian networks
LoCA'05 Proceedings of the First international conference on Location- and Context-Awareness
Predictive handover scheme using mobility history in PMIPv6
Proceedings of the 2013 Research in Adaptive and Convergent Systems
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The complexity of the mobility tracking problem in a cellular environment has been characterized under an information-theoretic framework. Shannon's entropy measure is identified as a basis for comparing user mobility models. By building and maintaining a dictionary of individual user's path updates (as opposed to the widely used location updates), the proposed adaptive on-line algorithm can learn subscribers' profiles. This technique evolves out of the concepts of lossless compression. The compressibility of the variable-to-fixed length encoding of the acclaimed Lempel---Ziv family of algorithms reduces the update cost, whereas their built-in predictive power can be effectively used to reduce paging cost.