Probability, random processes, and estimation theory for engineers
Probability, random processes, and estimation theory for engineers
An introduction to signal detection and estimation (2nd ed.)
An introduction to signal detection and estimation (2nd ed.)
Geocasting in Mobile Ad Hoc Networks: Location-Based Multicast Algorithms
WMCSA '99 Proceedings of the Second IEEE Workshop on Mobile Computer Systems and Applications
Collaborative in-network processing for target tracking
EURASIP Journal on Applied Signal Processing
Matching data dissemination algorithms to application requirements
Proceedings of the 1st international conference on Embedded networked sensor systems
Entropy-based sensor selection heuristic for target localization
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
RoamHBA: maintaining group connectivity in 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
Dynamic Clustering for Acoustic Target Tracking in Wireless Sensor Networks
IEEE Transactions on Mobile Computing
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
A reconfigurable group management middleware service for wireless sensor networks
MPAC '05 Proceedings of the 3rd international workshop on Middleware for pervasive and ad-hoc computing
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
On target tracking with binary proximity sensors
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
EnviroSuite: An environmentally immersive programming framework for sensor networks
ACM Transactions on Embedded Computing Systems (TECS)
IEEE Transactions on Parallel and Distributed Systems
ASAP: An Adaptive Sampling Approach to Data Collection in Sensor Networks
IEEE Transactions on Parallel and Distributed Systems
Architecture design principles to support adaptive service orchestration in WSN applications
ACM SIGBED Review - Special issue on the workshop on wireless sensor network architecture (April-2007)
Resilient and energy efficient tracking in sensor networks
International Journal of Wireless and Mobile Computing
Tracking objects with networked scattered directional sensors
EURASIP Journal on Advances in Signal Processing
Efficient sensor network design for continuous monitoring of moving objects
Theoretical Computer Science
Knowledge Aquisition and Data Storage in Mobile GeoSensor Networks
GeoSensor Networks
On the Deterministic Tracking of Moving Objects with a Binary Sensor Network
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
Target Counting under Minimal Sensing: Complexity and Approximations
Algorithmic Aspects of Wireless Sensor Networks
Design, implementation, and evaluation of EnviroMic: A storage-centric audio sensor network
ACM Transactions on Sensor Networks (TOSN)
Distributed and energy-efficient target localization and tracking in wireless sensor networks
Computer Communications
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
Efficient sensor network design for continuous monitoring of moving objects
ALGOSENSORS'07 Proceedings of the 3rd international conference on Algorithmic aspects of wireless sensor networks
Cluster-based distributed face tracking in camera networks
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Sequential use of wireless sensors for target estimation and tracking
MILCOM'03 Proceedings of the 2003 IEEE conference on Military communications - Volume I
Analysis of Deterministic Tracking of Multiple Objects Using a Binary Sensor Network
ACM Transactions on Sensor Networks (TOSN)
Analyzing object detection quality under probabilistic coverage in sensor networks
IWQoS'05 Proceedings of the 13th international conference on Quality of Service
Design and analysis of wave sensing scheduling protocols for object-tracking applications
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Analysis of target detection performance for wireless sensor networks
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Cooperative target localization method for heterogeneous sensor networks
ICCNMC'05 Proceedings of the Third international conference on Networking and Mobile Computing
Localized policy-based target tracking using wireless sensor networks
ACM Transactions on Sensor Networks (TOSN)
An architecture for dynamic service-oriented computing in networked embedded systems
Software Service and Application Engineering
International Journal of Ad Hoc and Ubiquitous Computing
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The tradeoff between performance and scalability is a fundamental issue in distributed sensor networks. In this paper, we propose a novel scheme to efficiently organize and utilize network resources for target localization. Motivated by the essential role of geographic proximity in sensing, sensors are organized into geographically local collaborative groups. In a target tracking context, we present a dynamic group management method to initiate and maintain multiple tracks in a distributed manner. Collaborative groups are formed, each responsible for tracking a single target. The sensor nodes within a group coordinate their behavior using geographically-limited message passing. Mechanisms such as these for managing local collaborations are essential building blocks for scalable sensor network applications.