Research and Development 2004 2006 2005 2007 2008 2009 2010 2011 AOSN-II Adaptive Sampling and Prediction (ASAP) Autonomous Wide Aperture Cluster for Surveillance (AWACS) Undersea Persistent Surveillance (UPS) Persistent Littoral Undersea Surveillance (PLUS) Basic Research Program Exploratory Development Program Advanced Development Program Slide 1 Undersea Persistent Surveillance (UPS) Stages Needs Stage 0 Noise Statistics Glider fleet Targeted measurements Data assimilative models Signal Cues Remote Sensing Ocean Fields with Uncertainty Ocean Nowcast / Forecast Stage I Adaptive Search Stage II Adaptive DCLT Opportunities Environment exploitation algorithms Efficient propagation models Mobile, adaptive aperture passive arrays Vector sensor arrays Efficient optimization algorithms Efficient intercept algorithms Advanced signal processing Mobile, self-focusing passive arrays Cooperative behavior Convergence optimization Mobile, network control Stage III Adaptive Convergence Slide 2 Stages 0 and I Key Questions AOSN-II Environment How to obtain the best field estimates given sparse sampling? What advantage does targeted observation give to predictive skill? ASAP What advantage does a clustered, adaptive architecture provide to predictive skill? Feature tracking Objects ….. ….. ….. Target glimpse What advantage does adapting to the environment provide to detection? What gain advantage do mobile, vector arrays provide? UPS What advantage does a nested, adaptive aperture antenna provide to detection? AWACS Slide 3 In-Situ Data Mobile sensors Adaptive Sampling Strategies Lagrangian & Fixed sensors Remote Sensing Data Databases Data Assimilation Models Environment Analysis & Prediction Constituent Fields Current fields Biological thin layers Field Sampling Decision External Forcing Object Analysis & Prediction Detection, Classification, Localization, Tracking (DCLT) Decision Feedback reduces error Slide 4 Passive Vector Sensor Arrays E-Field Sensors Acoustic and Ocean Models Targeted Observations Directional Sensitivity Adaptive Feedback UPS Cornerstones Mobility, Persistence Autonomous Underwater Vehicles Acoustic Modems Autonomous DCLT Autonomous DCL & Automated Tracking Slide 5 Example Coverage Analysis for All Gliders in AOSN-II varies 2 km (at shore) to 10 km (at 4000m depth), t = 24 hours, Outside black contour, locations not sampled for 48 hours. Number of WHOI/SIO Profiles Throughout August 2003 600 WHOI SIO Number of Profiles 500 400 300 200 100 0 1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 Day in August 2003 Slide 6
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