SIGNAL SYSTEMS CORPORATION — Department of Defense SBIR Phase II: N171-005
SIGNAL SYSTEMS CORPORATION — SBIR Phase II award from Department of Defense.
- Amount
- $749,305
- Agency
- Department of Defense · Navy
- Program / Phase
- SBIR · Phase II
- Topic
- N171-005
- Solicitation
- 17.1
- NAICS
- —
- Place of performance
- MD
- Period
- 2023-02-01 → 2024-02-12
Description
Pattern Recognition on Bayesian Estimates (PROBE) is a set of software enhancements for the Multi-static Active Coherent System (MAC), which improve clutter screening and reduce operator workload by using state-of-the-art machine learning algorithms to improve performance of the Likelihood Ratio Tracker (LRT). PROBE will improve MAC operations by providing superior snippet scores, earlier contact follower creation, and enabling a fully automated search capability. The key innovation is maximizing the utilization of available data through machine learning and using convolutional deep neural networks to interpret four-dimensional data. This superior target discrimination performance enables highly automated wide area search.