Introduction to algorithms
Voronoi diagrams—a survey of a fundamental geometric data structure
ACM Computing Surveys (CSUR)
Information invariants for distributed manipulation
International Journal of Robotics Research
Habitat monitoring: application driver for wireless communications technology
SIGCOMM LA '01 Workshop on Data communication in Latin America and the Caribbean
Geography-informed energy conservation for Ad Hoc routing
Proceedings of the 7th annual international conference on Mobile computing and networking
Proceedings of the 10th international conference on Architectural support for programming languages and operating systems
Grid Coverage for Surveillance and Target Location in Distributed Sensor Networks
IEEE Transactions on Computers
Directed diffusion for wireless sensor networking
IEEE/ACM Transactions on Networking (TON)
SPEED: A Stateless Protocol for Real-Time Communication in Sensor Networks
ICDCS '03 Proceedings of the 23rd International Conference on Distributed Computing Systems
Scalable object-tracking through unattended techniques (SCOUT)
ICNP '00 Proceedings of the 2000 International Conference on Network Protocols
Tracking a moving object with a binary sensor network
Proceedings of the 1st international conference on Embedded networked sensor systems
Poster abstract: cooperative tracking with binary-detection sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Fault Tolerance in Collaborative Sensor Networks for Target Detection
IEEE Transactions on Computers
EnviroTrack: Towards an Environmental Computing Paradigm for Distributed Sensor Networks
ICDCS '04 Proceedings of the 24th International Conference on Distributed Computing Systems (ICDCS'04)
FTDCS '04 Proceedings of the 10th IEEE International Workshop on Future Trends of Distributed Computing Systems
Spatio-temporal correlation: theory and applications for wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: In memroy of Olga Casals
Dynamic Clustering for Acoustic Target Tracking in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
Power conservation and quality of surveillance in target tracking sensor networks
Proceedings of the 10th annual international conference on Mobile computing and networking
Prediction-based monitoring in sensor networks: taking lessons from MPEG
ACM SIGCOMM Computer Communication Review - Special issue on wireless extensions to the internet
A line in the sand: a wireless sensor network for target detection, classification, and tracking
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Military communications systems and technologies
ExScal: Elements of an Extreme Scale Wireless Sensor Network
RTCSA '05 Proceedings of the 11th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications
A solution of multi-target tracking based on FCM Algorithm in WSN
PERCOMW '06 Proceedings of the 4th annual IEEE international conference on Pervasive Computing and Communications Workshops
IEEE Transactions on Mobile Computing
On Mining Moving Patterns for Object Tracking Sensor Networks
MDM '06 Proceedings of the 7th International Conference on Mobile Data Management
OCO: Optimized Communication & Organization for Target Tracking in Wireless Sensor Networks
SUTC '06 Proceedings of the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing -Vol 1 (SUTC'06) - Volume 01
Mobility Profiling Using Markov Chains for Tree-Based Object Tracking in Wireless Sensor Networks
SUTC '06 Proceedings of the IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing - Vol 2 - Workshops - Volume 02
VigilNet: An integrated sensor network system for energy-efficient surveillance
ACM Transactions on Sensor Networks (TOSN)
Virtual patrol: a new power conservation design for surveillance using sensor networks
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
On target tracking with binary proximity sensors
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
Efficient In-Network Moving Object Tracking in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
Approaches to Multisensor Data Fusion in Target Tracking: A Survey
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the 4th international conference on Embedded networked sensor systems
Wireless Sensor Networks: Signal Processing and Communications
Wireless Sensor Networks: Signal Processing and Communications
Performance analysis of data aggregation schemes for wireless sensor networks
Performance analysis of data aggregation schemes for wireless sensor networks
A cross-layer architecture of wireless sensor networks for target tracking
IEEE/ACM Transactions on Networking (TON)
Mobile object tracking in wireless sensor networks
Computer Communications
Structure-Free Data Aggregation in Sensor Networks
IEEE Transactions on Mobile Computing
Energy efficient strategies for object tracking in sensor networks: A data mining approach
Journal of Systems and Software
RARE: An Energy-Efficient Target Tracking Protocol for Wireless Sensor Networks
ICPPW '07 Proceedings of the 2007 International Conference on Parallel Processing Workshops
Wireless sensor network survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
Multiconstrained QoS multipath routing in wireless sensor networks
Wireless Networks
Distributed Event Localization and Tracking with Wireless Sensors
WWIC '07 Proceedings of the 5th international conference on Wired/Wireless Internet Communications
An Actor-Oriented Group Mobility Model for Wireless Ad Hoc Sensor Networks
ICDCSW '08 Proceedings of the 2008 The 28th International Conference on Distributed Computing Systems Workshops
A Fast Distributed Target Tracking Algorithm for Low Density Binary Sensor Networks
SENSORCOMM '08 Proceedings of the 2008 Second International Conference on Sensor Technologies and Applications
Survey and analysis of multimodal sensor planning and integration for wide area surveillance
ACM Computing Surveys (CSUR)
AVSS '08 Proceedings of the 2008 IEEE Fifth International Conference on Advanced Video and Signal Based Surveillance
Trail: A distance-sensitive sensor network service for distributed object tracking
ACM Transactions on Sensor Networks (TOSN)
Journal of Systems and Software
Survey of Target Tracking Protocols Using Wireless Sensor Network
ICWMC '09 Proceedings of the 2009 Fifth International Conference on Wireless and Mobile Communications
Trail: a distance sensitive WSN service for distributed object tracking
EWSN'07 Proceedings of the 4th European conference on Wireless sensor networks
Energy-quality tradeoffs for target tracking in wireless sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
A distributed algorithm for managing multi-target identities in wireless ad-hoc sensor networks
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
An adaptive dynamic cluster-based protocol for target tracking in wireless sensor networks
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Assigning sensors to missions with demands
ALGOSENSORS'07 Proceedings of the 3rd international conference on Algorithmic aspects of wireless sensor networks
Distributed quality-lifetime maximization in wireless video sensor networks
ICC'09 Proceedings of the 2009 IEEE international conference on Communications
GLANCE: a lightweight querying service for wireless sensor networks
OPODIS'06 Proceedings of the 10th international conference on Principles of Distributed Systems
Dynamic clustering for object tracking in wireless sensor networks
UCS'06 Proceedings of the Third international conference on Ubiquitous Computing Systems
A novel mobility management scheme for target tracking in cluster-based sensor networks
DCOSS'10 Proceedings of the 6th IEEE international conference on Distributed Computing in Sensor Systems
Smart Sleeping Policies for Energy Efficient Tracking in Sensor Networks
IEEE Transactions on Signal Processing
In-network aggregation techniques for wireless sensor networks: a survey
IEEE Wireless Communications
An application-specific protocol architecture for wireless microsensor networks
IEEE Transactions on Wireless Communications
DCTC: dynamic convoy tree-based collaboration for target tracking in sensor networks
IEEE Transactions on Wireless Communications
Coverage for target localization in wireless sensor networks
IEEE Transactions on Wireless Communications
IEEE Communications Magazine
Information-directed routing in ad hoc sensor networks
IEEE Journal on Selected Areas in Communications
Cooperative routing for distributed detection in large sensor networks
IEEE Journal on Selected Areas in Communications
Sensing task assignment via sensor selection for maximum target coverage in WSNs
Journal of Network and Computer Applications
International Journal of Ad Hoc and Ubiquitous Computing
Journal of Parallel and Distributed Computing
International Journal of Ad Hoc and Ubiquitous Computing
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Mobile object tracking in Wireless Sensor Networks (WSNs) has gained much attention during recent years owing to its growing application potential for the ubiquitous society. In this paper, we present an investigation and taxonomy of the state-of-the-art in tracking moving objects in WSNs. To this end, we define the target tracking problem in general and introduce the major design considerations for an efficient Object Tracking Sensor Network (OTSN) in particular. We typify a complete object tracking solution as a system of signal processing-based algorithms in charge of target identification/classification and network-centric protocols as the communication substrate. Our special highlight would be on the discussion of the network-centric protocols built around the notion of OTSN. We outline the advantages as well as the performance issues in relevant schemes and conduct a brief comparative study. The survey concludes with several key open problems together with a summary of directions for future works.