Title :
Real-time autonomous disturbance detection and monitoring system with L-band UAVSAR
Author :
Muellerschoen, Ron ; Lou, Yunling ; Chien, Steve ; Saatchi, Sassan
Author_Institution :
Jet Propulsion Lab., California Inst. of Technol., Pasadena, CA
Abstract :
We developed an autonomous disturbance detection and monitoring system with imaging radar that combines the unique capabilities of imaging radar with high throughput onboard processing technology and onboard automated response capability based on specific science algorithms. This smart sensor development leverages off recently developed technologies in real-time onboard synthetic aperture radar (SAR) processor and onboard automated response software as well as science algorithms previously developed for radar remote sensing applications. In this project, we use a high rate data interface to ingest NASApsilas UAVSAR data and compute SAR imagery in real-time complete with motion compensation and antenna beam steering capabilities. NASApsilas UAVSAR is a compact, L-band 80 MHz bandwidth, fully polarimetric radar. It is designed for repeat-pass InSAR and has had engineering flights in 2007 and successful science data collections in 2008. The fidelity of the onboard SAR processor is tuned by implementing polarimetric calibration capabilities. Science algorithms are implemented for detecting and monitoring fire disturbances over the US forests. We additionally developed artificial intelligence for decision-making, and adapted existing onboard activity re-planning and execution software to interface with the UAVSAR radar controller. The product of this development is a prototype closed loop smart sensor.
Keywords :
artificial intelligence; decision making; intelligent sensors; motion compensation; radar antennas; radar detection; radar imaging; radar polarimetry; real-time systems; remote sensing by radar; remotely operated vehicles; spaceborne radar; synthetic aperture radar; L-band UAVSAR; antenna beam steering; artificial intelligence; closed loop smart sensor; decision-making; high throughput onboard processing technology; imaging radar; monitoring system; motion compensation; polarimetric radar; radar remote sensing applications; real-time autonomous disturbance detection; real-time onboard synthetic aperture radar; Computerized monitoring; Intelligent sensors; L-band; Radar detection; Radar imaging; Radar polarimetry; Radar remote sensing; Real time systems; Synthetic aperture radar; Throughput; SAR; Sensor Web;
Conference_Titel :
Radar Conference, 2008. RADAR '08. IEEE
Conference_Location :
Rome
Print_ISBN :
978-1-4244-1538-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2008.4720778