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Optimized State Estimation Algorithms for Fast Hit-to-Kill Engagement

Award Information

Agency:
Department of Defense
Branch:
Army
Award ID:
74013
Program Year/Program:
2005 / SBIR
Agency Tracking Number:
A052-135-1551
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Propagation Research Associates
1275 Kennestone Circle Suite 100 Marietta, GA 30066-
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 2005
Title: Optimized State Estimation Algorithms for Fast Hit-to-Kill Engagement
Agency / Branch: DOD / ARMY
Contract: W31P4Q-06-C-0171
Award Amount: $70,000.00
 

Abstract:

Propagation Research Associates, Inc., (PRA) introduces two innovative algorithms to reduce fire control and missile filter transients in short time-of-flight guided missile engagements. A class of Smoothed Iterated Filters is developed as a more efficient implementation of the forward-backward filter and is shown to significantly reduce the impact of filter transients due to initialization error. PRA proposes a Maximum Likelihood Estimation (MLE) algorithm that is computationally efficient and minimizes filter transients. PRA also proposes to investigate the utility of other approaches such as Levinson Auto-Regression and use of external fire control radar data uplinked to the missile to provide improved filter initial states which, in combination with the Smoothed Iterated Filter and/or MLE, will achieve even more reduction in filter transient response. Basically, filter transients are a function of the accuracy of the initial parameters of a filter. For the Kalman filter, the initial parameters consist of a state vector and a covariance matrix. The Smoothed Iterated Filters and MLE provide algorithms that improve the initial state and covariance estimates using the available measurements onboard the missile interceptor. Also, using external data that can be uploaded to the missile either pre-launch or post-launch has the potential to improve filter initialization.

Principal Investigator:

Susan F. Dugas
Vice President
7707958181
susan.dugas@pra-corp.com

Business Contact:

Susan F. Dugas
Vice President
7707958181
susan.dugas@pra-corp.com
Small Business Information at Submission:

PROPAGATION RESEARCH ASSOC.
1220 Kennestone Circle, Suite E Marietta, GA 30066

EIN/Tax ID: 582611610
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No