NDLI: Fully adaptive radar for target tracking part I: Single target tracking

Content Provider	IEEE Xplore Digital Library
Author	Bell, K.L. Baker, C.J. Smith, G.E. Johnson, J.T. Rangaswamy, M.
Copyright Year	2014
Description	Author affiliation: Metron, Inc., Reston, VA, USA (Bell, K.L.) \|\| Sensors Directorate, U.S. Air Force Res. Lab., Wright-Patterson AFB, OH, USA (Rangaswamy, M.) \|\| Dept. of Electr. & Comput. Eng. & ElectroScience Lab., Ohio State Univ., Columbus, OH, USA (Baker, C.J.; Smith, G.E.; Johnson, J.T.)
Abstract	Most radar systems employ a feed-forward processing chain in which they first perform some low-level processing of received sensor data to obtain target detections and then pass the processed data on to some higher-level processor such as a tracker, which extracts information to achieve a system objective. System performance can be improved using adaptation between the information extracted from the sensor/processor and the design and transmission of subsequent illuminating waveforms. As such, cognitive or fully adaptive radar systems offer much promise. In this paper, we develop a general fully adaptive radar framework for a radar system engaged in target tracking. The model includes the higher-level tracking processor and specifies the feedback mechanism and optimization criterion used to obtain the next set of sensor data. Performance is demonstrated on a distributed sensor system in which system resources (observation time on each sensor) are allocated to optimize single target tracking performance.
Starting Page	0303
Ending Page	0308
File Size	300749
Page Count	6
File Format	PDF
e-ISBN	9781479920358
DOI	10.1109/RADAR.2014.6875604
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-05-19
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Radar tracking Target tracking Sensor systems Cost function
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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