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Published byAdrian May Modified over 9 years ago
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Intelligent Large Scale Sensing Systems (ILS 3 ) initiative Initiative Status and Activities Kevin M. McNeill, PhD Research Assoc. Professor Director, Computer Engineering Research Laboratory Electrical & Computer Engineering University of Arizona
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Agenda Guiding Model Progress –Collaborative Laboratory –Integration with Education –Research Projects Next Steps
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Sensor Networks & Fusion Levels Joint Directors of Laboratories (JDL) Fusion Model – (DoD Labs) Sensing Observations Source Pre- processing Entity Refinement Situation Refinement Process Refinement Visualization Knowledge, Decision Support Raw, Low-level observation events Abstraction Level We are interested in systems with 1,000s of sensors
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Progress ILS 3 Collaborative Laboratory (ECE 405) –Obtained sensor development kits –Initiated development of the sensor test-bed for our confined space tracking problem –Sent students to training on sensor platforms –Initiated discussion for collaboration with Computer Science Submitted $2.5M NSF multi-investigator proposal for sensing systems research Developing $5M NSF proposal in collaboration with industry for sensor related mobile networking –Software defined radio –Programmable radios –DARPA neXt Generation (XG) spectrum management
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Integration with Education Architecture Framework being developed in ECE 678 by MS & PhD students
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Progress Finalizing details for Sensor Fusion Research project Funding of ~$200K –Negotiating donation of ~$1M in computing equipment –Will deploy multi-layer fusion system in the ILS 3 Collaborative Laboratory –Primary focus is Layer 2 fusion Database representing 4 hours of sensor event messages for a “scenario” provided by the sponsor Goal: create AI-based algorithms to achieve Level 2 fusion across hundreds of elements (with thousands of observations) in real-time Includes strong Visualization element –Sponsor by USArmy Battle Labs –Potential partners: SGI, Apple, USA Information Systems Engineering Command
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Brute Force Fusion Research
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NEXT STEPS Finish outfitting the collaborative Lab –Complete the sensor test-bed –Demonstrate working system Set up Brute Force Fusion project
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Thank You
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