Tracking and data association
Elements of information theory
Elements of information theory
IEEE Transactions on Pattern Analysis and Machine Intelligence
CONDENSATION—Conditional Density Propagation forVisual Tracking
International Journal of Computer Vision
Kinetic data structures: a state of the art report
WAFR '98 Proceedings of the third workshop on the algorithmic foundations of robotics on Robotics : the algorithmic perspective: the algorithmic perspective
Next century challenges: scalable coordination in sensor networks
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
A Probabilistic Exclusion Principle for Tracking Multiple Objects
International Journal of Computer Vision
Tracking Many Objects with Many Sensors
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
The capacity of wireless networks
IEEE Transactions on Information Theory
Distributed optimization in sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Distributed particle filters for sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Distributed state representation for tracking problems in sensor networks
Proceedings of the 3rd international symposium on Information processing in sensor networks
Lazy inference on object identities in wireless sensor networks
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Tracking multiple targets using binary proximity sensors
Proceedings of the 6th international conference on Information processing in sensor networks
Fault-tolerant target localization in sensor networks
EURASIP Journal on Wireless Communications and Networking
Resilient and energy efficient tracking in sensor networks
International Journal of Wireless and Mobile Computing
Energy Efficient Sleep Scheduling in Sensor Networks for Multiple Target Tracking
DCOSS '08 Proceedings of the 4th IEEE international conference on Distributed Computing in Sensor Systems
Self-calibration of a vision-based sensor network
Image and Vision Computing
Trail: A distance-sensitive sensor network service for distributed object tracking
ACM Transactions on Sensor Networks (TOSN)
Target Counting under Minimal Sensing: Complexity and Approximations
Algorithmic Aspects of Wireless Sensor Networks
A Shape Recognition Scheme for Wireless Sensor Networks Based on a Distance Field Method
ICA3PP '09 Proceedings of the 9th International Conference on Algorithms and Architectures for Parallel Processing
Ubiquitous environmental infra systems for the green city
Proceedings of the 2009 International Conference on Hybrid Information Technology
Range queries for mobile objects in wireless sensor networks
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Optimization-based dynamic sensor management for distributed multitarget tracking
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Consensus-based distributed particle filters in sensor networks
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Trail: a distance sensitive WSN service for distributed object tracking
EWSN'07 Proceedings of the 4th European conference on Wireless sensor networks
A new hybrid state estimator for systems with limited mode changes
HSCC'07 Proceedings of the 10th international conference on Hybrid systems: computation and control
Energy efficient intrusion detection in camera sensor networks
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
Multiple-Target Tracking With Binary Proximity Sensors
ACM Transactions on Sensor Networks (TOSN)
Fourier-information duality in the identity management problem
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Design and comparison of lightweight group management strategies in envirosuite
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
International Journal of Ad Hoc and Ubiquitous Computing
Property management in wireless sensor networks with overcomplete radon bases
ACM Transactions on Sensor Networks (TOSN)
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This paper presents a scalable distributed algorithm for computing and maintaining multi-target identity information. The algorithm builds on a novel representational framework, Identity-Mass Flow, to overcome the problem of exponential computational complexity in managing multi-target identity explicitly. The algorithm uses local information to efficiently update the global multi-target identity information represented as a doubly stochastic matrix, and can be efficiently mapped to nodes in a wireless ad hoc sensor network. The paper describes a distributed implementation of the algorithm in sensor networks. Simulation results have validated the Identity-Mass Flow framework and demonstrated the feasibility of the algorithm.