Intelligent Data Registration (IDR)
HWIL Distributed Simulation with ISAAC
Today's sensors are complex and have inherent bias
Connected sensors pass their errors across the network
What if ...
...we could automatically remove measurement bias from our sensors?
...we had an evolving, adapatible solution that could integrate new data?
Automatically detect and remove bias from sensor data
Powerful Machine Learning algorithms
Can mitigate new bias sources that appear as sensor evolves
Adaptive models built on changing data
No need to retrain current sensor users; operates as before
Mitigate new bias sources as platform changes
Automatically detect and remove sensor bias
Improved sensor performance without costly T&E requirements
IDR maintains system readiness
Greg Sanders Comp Sci
Brett Darcey VP R&D
Mark Herrera Physicist
Ben Bell Software Eng.