Performance evaluation of SAR/GMTI algorithms
| Autor: | David Sobota, Ryan E. McGinnis, Wendy L. Garber, Uttam Majumder, Michael J. Minardi, William Pierson |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
Pulse repetition frequency
Synthetic aperture radar 020301 aerospace & aeronautics Computer science Bandwidth (signal processing) 02 engineering and technology Filter (signal processing) 01 natural sciences Moving target indication law.invention Data modeling 010309 optics symbols.namesake 0203 mechanical engineering law 0103 physical sciences symbols Waveform Radar Algorithm Doppler effect |
| Zdroj: | Algorithms for Synthetic Aperture Radar Imagery XXIII. |
| ISSN: | 0277-786X |
| DOI: | 10.1117/12.2230385 |
| Popis: | There is a history and understanding of exploiting moving targets within ground moving target indicator (GMTI) data, including methods for modeling performance. However, many assumptions valid for GMTI processing are invalid for synthetic aperture radar (SAR) data. For example, traditional GMTI processing assumes targets are exo-clutter and a system that uses a GMTI waveform, i.e. low bandwidth (BW) and low pulse repetition frequency (PRF). Conversely, SAR imagery is typically formed to focus data at zero Doppler and requires high BW and high PRF. Therefore, many of the techniques used in performance estimation of GMTI systems are not valid for SAR data. However, as demonstrated by papers in the recent literature, 1-11 there is interest in exploiting moving targets within SAR data. The techniques employed vary widely, including filter banks to form images at multiple Dopplers, performing smear detection, and attempting to address the issue through waveform design. The above work validates the need for moving target exploitation in SAR data, but it does not represent a theory allowing for the prediction or bounding of performance. This work develops an approach to estimate and/or bound performance for moving target exploitation specific to SAR data. Synthetic SAR data is generated across a range of sensor, environment, and target parameters to test the exploitation algorithms under specific conditions. This provides a design tool allowing radar systems to be tuned for specific moving target exploitation applications. In summary, we derive a set of rules that bound the performance of specific moving target exploitation algorithms under variable operating conditions. |
| Databáze: | OpenAIRE |
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