Elements of information theory
Elements of information theory
An introduction to signal detection and estimation (2nd ed.)
An introduction to signal detection and estimation (2nd ed.)
Adaptive filter theory (3rd ed.)
Adaptive filter theory (3rd ed.)
Next century challenges: scalable coordination in sensor networks
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Information-directed routing in ad hoc sensor networks
WSNA '03 Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications
Poster abstract: entropy-based sensor selection for localization
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
Entropy-based sensor selection heuristic for target localization
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
Security support for in-network processing in Wireless Sensor Networks
Proceedings of the 1st ACM workshop on Security of ad hoc and sensor networks
Sensor node selection for execution of continuous probabilistic queries in wireless sensor networks
Proceedings of the ACM 2nd international workshop on Video surveillance & sensor networks
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
IEEE Transactions on Computers
VigilNet: An integrated sensor network system for energy-efficient surveillance
ACM Transactions on Sensor Networks (TOSN)
The sensor selection problem for bounded uncertainty sensing models
IPSN '05 Proceedings of the 4th international symposium on Information processing in sensor networks
ATPC: adaptive transmission power control for wireless sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Declarative failure recovery for sensor networks
Proceedings of the 6th international conference on Aspect-oriented software development
Cross-Layer Collaborative In-Network Processing in Multihop Wireless Sensor Networks
IEEE Transactions on Mobile Computing
Nonmyopic sensor scheduling and its efficient implementation for target tracking applications
EURASIP Journal on Applied Signal Processing
Exploring in-situ sensing irregularity in wireless sensor networks
Proceedings of the 5th international conference on Embedded networked sensor systems
MLDS: A flexible location directory service for tiered sensor networks
Computer Communications
Tradeoff between estimation performance and sensor usage in distributed localisation problems
International Journal of Ad Hoc and Ubiquitous Computing
Dynamic mobile agent migration in Wireless Sensor Networks
International Journal of Ad Hoc and Ubiquitous Computing
Pareto Frontiers of Sensor Networks for Localization
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
Tracking objects with networked scattered directional sensors
EURASIP Journal on Advances in Signal Processing
Target tracking by proportion of distance in wireless sensor networks
Mobility '07 Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology
Stream-based macro-programming of wireless sensor, actuator network applications with SOSNA
Proceedings of the 5th workshop on Data management for sensor networks
SpringSim '07 Proceedings of the 2007 spring simulaiton multiconference - Volume 1
Computer Networks: The International Journal of Computer and Telecommunications Networking
Achieving long-term surveillance in VigilNet
ACM Transactions on Sensor Networks (TOSN)
Acoustic sensor network design for position estimation
ACM Transactions on Sensor Networks (TOSN)
Semantic Sensor Net: an extensible framework
International Journal of Ad Hoc and Ubiquitous Computing
The role of colinearity of sensors in target localization using distance measurements
Proceedings of the 12th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
Tracking mobile target using selected sensors
COMSNETS'09 Proceedings of the First international conference on COMmunication Systems And NETworks
Feasibility analysis on optimal sensor selection in cyber-physical systems
ACC'09 Proceedings of the 2009 conference on American Control Conference
Optimal rate allocation for multi-sensor distributed estimation
CCDC'09 Proceedings of the 21st annual international conference on Chinese Control and Decision Conference
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Design and implementation of a flexible location directory service for tiered sensor networks
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
DCOSS'07 Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems
Management of target-tracking sensor networks
International Journal of Sensor Networks
Time-space-sequential distributed particle filtering with low-rate communications
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on model-based diagnostics
Weighted distance-based m/n track initiation methods for wireless sensor networks in clutter
Proceedings of the 7th ACM workshop on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
EURASIP Journal on Wireless Communications and Networking - Special issue on theoretical and algorithmic foundations of wireless ad hoc and sensor networks
Distributed encoding algorithm for source localization in sensor networks
EURASIP Journal on Advances in Signal Processing
Efficient energy balancing aware multiple base station deployment for WSNs
EWSN'11 Proceedings of the 8th European conference on Wireless sensor networks
Energy-efficient collaborative tracking in wireless sensor networks
International Journal of Sensor Networks
Ad Hoc Distributed Simulation of Queueing Networks
PADS '10 Proceedings of the 2010 IEEE Workshop on Principles of Advanced and Distributed Simulation
Impact of contention on performance of flows in multi-hop MAC protocol for sensor networks
Proceedings of the Second Symposium on Information and Communication Technology
Information-Driven task routing for network management in wireless sensor networks
APNOMS'06 Proceedings of the 9th Asia-Pacific international conference on Network Operations and Management: management of Convergence Networks and Services
Sensor selection heuristic in sensor networks
HiPC'05 Proceedings of the 12th international conference on High Performance Computing
Macro-programming wireless sensor networks using Kairos
DCOSS'05 Proceedings of the First IEEE international conference on Distributed Computing in Sensor Systems
Information-Driven sensor selection algorithm for kalman filtering in sensor networks
UIC'06 Proceedings of the Third international conference on Ubiquitous Intelligence and Computing
A 2-approximation algorithm for optimal deployment of k base stations in WSNs
IFIP'12 Proceedings of the 11th international IFIP TC 6 conference on Networking - Volume Part II
ACM Transactions on Sensor Networks (TOSN)
Genetic Algorithm-based Adaptive Optimization for Target Tracking in Wireless Sensor Networks
Journal of Signal Processing Systems
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This paper presents a class of signal processing techniques for collaborative signal processing in ad hoc sensor networks, focusing on a vehicle tracking application. In particular, we study two types of commonly used sensors--acoustic-amplitude sensors for target distance estimation and direction-of-arrival sensors for bearing estimation--and investigate how networks of such sensors can collaborate to extract useful information with minimal resource usage. The information-driven sensor collaboration has several advantages: tracking is distributed, and the network is energy-efficient, activated only on a when-needed basis. We demonstrate the effectiveness of the approach to target tracking using both simulation and field data.