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Advanced Filtering Techniques Applied to Spaceflight

Award Information

Agency:
National Aeronautics and Space Administration
Branch:
N/A
Award ID:
Program Year/Program:
2011 / SBIR
Agency Tracking Number:
095754
Solicitation Year:
2009
Solicitation Topic Code:
O4.04
Solicitation Number:
Small Business Information
IST-Rolla
11560 Forest Lakes Drive Rolla, MO -
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 2
Fiscal Year: 2011
Title: Advanced Filtering Techniques Applied to Spaceflight
Agency: NASA
Contract: NNX11CB36C
Award Amount: $598,968.00
 

Abstract:

IST-Rolla developed two nonlinear filters for spacecraft orbit determination during the Phase I contract. The theta-D filter and the cost based filter, CBF, were developed and used in various orbit determination scenarios. The scenarios were application to low Earth orbit, range only, and range and range rate estimation. The modified state observer was also developed to estimate uncertainty in the dynamic model besides estimation of orbital states.Phase I research showed that there is a problem with the linear-like form that is used by many nonlinear filters such as the State Dependant Riccati Equation filter (SDRE filter), and the theta-D and CBF. A study of the observability led to important discoveries about the lack of observabilty in some formulations. Detailed study of the working of the proposed nonlinear filters in terms of observability and their application to more precise orbit determination and model uncertainty estimation will be undertaken in Phase II.Also learned from Phase I, IST-Rolla will focus more on how and where these nonlinear filters can help NASA. There will be three main applications studied during Phase II: interplanetary orbit determination, space debris tracking, and interplanetary landing spacecraft tracking. These applications were chosen because of their relevance to current NASA missions and the nonlinearity of the measurements involved should show the need for the nonlinear filters. Furthermore, working algorithms and software will be given to NASA to test on ongoing applications.

Principal Investigator:

Jason Searcy
Principal Investigator
5026551952
jsearcy@istrolla.com

Business Contact:

Sivasubramanya Balakrishnan
Business Official
5732011068
bala@istrolla.com
Small Business Information at Submission:

IST-Rolla
11560 Forest Lake Drive Rolla, MO 65401-7305

EIN/Tax ID: 383750099
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: Yes
HUBZone-Owned: No