
Focus Area #8 - Navy Technology Acceleration - Machine Learning (Ml) and Artificial Intelligence (AI) to Develop Capabilities and Impact Mission SucceAward last edited on: 5/5/2023
Sponsored Program
SBIRAwarding Agency
DOD : NavyTotal Award Amount
$149,406Award Phase
1Solicitation Topic Code
N193-A01Principal Investigator
Jason PualoaCompany Information
Blue Ridge Envisioneering Inc
5180 Parkstone Drive Unit 200
Gainesville, VA 20155
Gainesville, VA 20155
(571) 379-7503 |
info@br-envision.com |
www.br-envision.com |
Location: Single
Congr. District: 10
County: Prince Willim
Congr. District: 10
County: Prince Willim
Phase I
Contract Number: N68335-20-F-0095Start Date: 11/21/2019 Completed: 4/20/2020
Phase I year
2020Phase I Amount
$149,406Benefit:
Situational awareness of marine vessel activity is not only crucial U.S. Naval forces but also commercial shipping entities that need to monitor the activities of their own ship and the surrounding ships within the operating regions. The ability for shipping companies to detect anomalous behavior is applicable to both third-party vessels (from a safety perspective relative to their own fleet) and for monitoring of their own ships to track potentially dangerous or fraudulent events (ship has been hijacked, ship is engaged in illicit activities, etc.). The results of this effort represent a critical first step in determining the potential for neural networks to meet this need (commercially and militarily), and identifying the effort to transition to an operational capability
Keywords:
anomaly detection, anomaly detection, Machine Learning, Artificial Intelligence, Recurrent Neural Networks, AIS, Model Generalization
Phase II
Contract Number: ----------Start Date: 00/00/00 Completed: 00/00/00