Parietal Systems, Inc. — Department of Defense SBIR Phase I: ABSTRACT: The proposal considers a model based approach to detecting anomalous events and
Parietal Systems, Inc. — SBIR Phase I award from Department of Defense.
- Amount
- $149,996
- Agency
- Department of Defense · Air Force
- Program / Phase
- SBIR · Phase I
- Solicitation
- 2011.2
- NAICS
- —
- Place of performance
- MA
- Period
- 2011-12-01
Description
ABSTRACT: The proposal considers a model based approach to detecting anomalous events and/or emerging threats to a satellite. The basis of the approach is the development of non-parametric Bayesian techniques for learning a model of satellite health. This model can then be used as the basis for detecting when the satellite enters anomalous states corresponding, for instance, to a component failure, the impact of space weather, or a deliberate act to intentionally degrade the satellites ability to perform its mission. BENEFIT: The specific techniques employed are potentially applicable to a broad range of time series analysis problems including more general forms of failure detection, stock market analysis, etc.