A dual-space approach to tracking and sensor management in wireless sensor networks
WSNA '02 Proceedings of the 1st ACM international workshop on Wireless sensor networks and applications
Tracking a moving object with a binary sensor network
Proceedings of the 1st international conference on Embedded networked sensor systems
IPSN'03 Proceedings of the 2nd international conference on Information processing in sensor networks
Energy-driven detection scheme with guaranteed accuracy
Proceedings of the 5th international conference on Information processing in sensor networks
Proceedings of the 4th international conference on Embedded networked sensor systems
Tracking multiple targets using binary proximity sensors
Proceedings of the 6th international conference on Information processing in sensor networks
An Energy-Efficient Object Tracking Algorithm in Sensor Networks
WASA '08 Proceedings of the Third International Conference on Wireless Algorithms, Systems, and Applications
C-kNN Query Processing in Object Tracking Sensor Networks
WASA '08 Proceedings of the Third International Conference on Wireless Algorithms, Systems, and Applications
Location-Free Object Tracking on Graph Structures
EuroSSC '08 Proceedings of the 3rd European Conference on Smart Sensing and Context
Target tracking with binary proximity sensors
ACM Transactions on Sensor Networks (TOSN)
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Distributed energy-efficient target tracking with binary sensor networks
ACM Transactions on Sensor Networks (TOSN)
Distributed target tracking with directional binary sensor networks
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
On collaborative tracking of a target group using binary proximity sensors
Journal of Parallel and Distributed Computing
Performance evaluation of impulse radio ultra wide band wireless sensor networks
MILCOM'09 Proceedings of the 28th IEEE conference on Military communications
Differential forms for target tracking and aggregate queries in distributed networks
Proceedings of the sixteenth annual international conference on Mobile computing and networking
Multiple-Target Tracking With Binary Proximity Sensors
ACM Transactions on Sensor Networks (TOSN)
On topology of sensor networks deployed for tracking
WASA'11 Proceedings of the 6th international conference on Wireless algorithms, systems, and applications
International Journal of Ad Hoc and Ubiquitous Computing
Object tracking in the presence of occlusions using multiple cameras: A sensor network approach
ACM Transactions on Sensor Networks (TOSN)
Information Sciences: an International Journal
Doppler effect on target tracking in wireless sensor networks
Computer Communications
Differential forms for target tracking and aggregate queries in distributed networks
IEEE/ACM Transactions on Networking (TON)
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We consider the use of binary proximity sensors for tracking targets. Such sensors provide only 1-bit information regarding a target's presence or absence in their vicinity, albeit with less than 100% reliability. A novel tracking method employing such binary sensors is proposed and its performance in different deployment scenarios evaluated. For a given target, the method utilizes the sensor outputs to estimate individual positions in the path of the target in the near past and finds the line which best fits the path points. This line is then used to estimate the target's current position. A performance study has been conducted through comprehensive simulation using parameters collected from a prototype deployment consisting of wireless micro-sensors with binary acoustic detectors.