Introduction to matrix analysis (2nd ed.)
Introduction to matrix analysis (2nd ed.)
An integrated mobility and traffic model for resource allocation in wireless networks
WOWMOM '00 Proceedings of the 3rd ACM international workshop on Wireless mobile multimedia
Principles of mobile communication (2nd ed.)
Principles of mobile communication (2nd ed.)
Wireless Location in CDMA Cellular Radio Systems
Wireless Location in CDMA Cellular Radio Systems
Computer
Performance modeling of location tracking systems
ACM SIGMOBILE Mobile Computing and Communications Review
Joint mobility tracking and handoff in cellular networks via sequential Monte Carlo filtering
IEEE Transactions on Signal Processing
Hybrid TDOA/AOA mobile user location for wideband CDMA cellular systems
IEEE Transactions on Wireless Communications
Mobility modeling, location tracking, and trajectory prediction in wireless ATM networks
IEEE Journal on Selected Areas in Communications
A new random walk model for PCS networks
IEEE Journal on Selected Areas in Communications
Pattern matching based link quality prediction in wireless mobile ad hoc networks
Proceedings of the 9th ACM international symposium on Modeling analysis and simulation of wireless and mobile systems
Optimal and Approximate Mobility-Assisted Opportunistic Scheduling in Cellular Networks
IEEE Transactions on Mobile Computing
Part one: The Statistical Terminal Assisted Mobile Positioning methodology and architecture
Computer Communications
Link quality prediction in mesh networks
Computer Communications
Requirements and Algorithms for Cooperation of Heterogeneous Radio Access Networks
Wireless Personal Communications: An International Journal
EURASIP Journal on Wireless Communications and Networking - Special issue on wireless network security
Location tracking in mobile networks under correlated shadowing effects
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
UbiPaPaGo: Context-aware path planning
Expert Systems with Applications: An International Journal
Model-based object tracking in wireless sensor networks
Wireless Networks
Distributed mobility tracking for ad hoc networks based on an autoregressive model
IWDC'04 Proceedings of the 6th international conference on Distributed Computing
Landmark-assisted location and tracking in outdoor mobile network
Multimedia Tools and Applications
A Sequential Patterns Data Mining Approach Towards Vehicular Route Prediction in VANETs
Mobile Networks and Applications
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We propose two algorithms for real-time tracking of the location and dynamic motion of a mobile station in a cellular network using the pilot signal strengths from neighboring base stations. The underlying mobility model is based on a dynamic linear system driven by a discrete command process that determines the mobile station's acceleration. The command process is modeled as a semi-Markov process over a finite set of acceleration levels. The first algorithm consists of an averaging filter for processing pilot signal strength measurements and two Kalman filters, one to estimate the discrete command process and the other to estimate the mobility state. The second algorithm employs a single Kalman filter without prefiltering and is able to track a mobile station even when a limited set of pilot signal measurements is available. Both of the proposed tracking algorithms can be used to predict future mobility behavior, which can be useful in resource allocation applications. Our numerical results show that the proposed tracking algorithms perform accurately over a wide range of mobility parameter values.