DocumentCode
2574312
Title
Further analysis of waveform effects on tracking performance
Author
Niu, Ruixin ; Willett, Peter ; Bar-Shalon, Y.
Author_Institution
Connecticut Univ., Storrs, CT, USA
Volume
3
fYear
2000
fDate
2000
Firstpage
417
Abstract
The conventional approach for tracking system design is to treat the sensor and tracking subsystems as completely independent units. However, the two subsystems call be designed jointly to improve system (tracking) performance. It is known that different radar or sonar signal waveforms result in very different resolution cell shapes (for example, a rectangle versus an eccentric parallelogram), with corresponding differences in overall tracking performance. In a series of recent papers the authors have explored the waveform/trajectory estimation inter-relationship. Here the series is continued, and a number of new results are presented. Specifically, it is investigated: whether the variability in the measurement quality has a serious impact on estimation (apparently not); whether the use of a “mismatched” filter to account for low probability of detection in resolution cell corners is useful (it depends on the signal to noise ratio); and if there is a reason to consider adding frequency modulation to coding on pulses (there is). Perhaps most importantly, the value of the use of a measurement extraction system to reduce multiple detections caused by a single target is shown
Keywords
filtering theory; probability; radar tracking; signal detection; sonar tracking; target tracking; waveform analysis; coding; frequency modulation; measurement extraction; measurement quality; mismatched filter; multiple detections; probability of detection; radar; resolution cell shapes; sonar; tracking performance; waveform effects; waveform/trajectory estimation; Frequency measurement; Noise measurement; Performance analysis; Pulse measurements; Radar tracking; Sensor systems; Shape; Signal resolution; Sonar; System analysis and design;
fLanguage
English
Publisher
ieee
Conference_Titel
Aerospace Conference Proceedings, 2000 IEEE
Conference_Location
Big Sky, MT
ISSN
1095-323X
Print_ISBN
0-7803-5846-5
Type
conf
DOI
10.1109/AERO.2000.879869
Filename
879869
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