Journal
IEEE SENSORS JOURNAL
Volume 22, Issue 1, Pages 1051-1062Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSEN.2021.3129181
Keywords
Sensors; Target tracking; Wireless sensor networks; Sensor phenomena and characterization; Classification algorithms; Signal processing algorithms; Intelligent sensors; Wireless sensor network; mbed protocol; data fusion; multiple target tracking; classification
Funding
- ONERA
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This paper describes a complete solution for a new dropped wireless sensor network dedicated to intelligence operation. The main contribution of this paper is the presentation of experimental results obtained with a Joint Tracking and Classification algorithm that utilizes contextual information for data fusion.
This paper describes a complete solution of a new dropped wireless sensor network (called abandoned since it is never picked up) dedicated to intelligence operation. The sensor network, named SEXTANT for Smart sEnsor X for Tactical situation AssessmeNT and presented in this paper is the achievement of several years of research and development in the fields of data fusion and smart sensors at the French Aerospace Lab. The main contribution of this paper is the presentation of experimental results obtained with our Joint Tracking and Classification (JTC) algorithm. The originality of this algorithm relies on the use contextual information in the target tracking processing and data fusion for target classification processing.
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