Analytical data modeling for equivalence proofing and anchoring simulations with measured data
Jaenisch, Holger M., Handley, James W., and Hicklen, Michael L. (2006) Analytical data modeling for equivalence proofing and anchoring simulations with measured data. In: Proceedings of SPIE (6221) From: Modeling, Simulation, and Verification of Space-based Systems III, 17 April 2006, Orlando, Florida, USA.
![[img]](https://researchonline.jcu.edu.au/style/images/fileicons/application_pdf.png) |
PDF (Published Version)
- Published Version
Restricted to Repository staff only |
Abstract
This paper presents a novel analytical method for comparing simulation data with measured data, with the goal of proving Equivalence and Consistency between the model and the real data. Our method overcomes the problems of disparity in the inputs to the simulation and varying number of parameters between the simulation and the measured flight data. Our method derives analytical Data Models that are analyzed in frequency space, yielding quantitative assessment values for the model performance relative to the measured data. The model output for a sensor and its "real world" measured data are collected for comparison.
| Item ID: | 28036 |
|---|---|
| Item Type: | Conference Item (Non-Refereed Research Paper) |
| ISSN: | 1996-756X |
| Keywords: | formal analysis; data modeling; V&V, equivalence; consistency; transfer function modeling; automatic proofing |
| Date Deposited: | 10 Jul 2013 23:44 |
| FoR Codes: | 02 PHYSICAL SCIENCES > 0201 Astronomical and Space Sciences > 020199 Astronomical and Space Sciences not elsewhere classified @ 100% |
| SEO Codes: | 97 EXPANDING KNOWLEDGE > 970102 Expanding Knowledge in the Physical Sciences @ 100% |
| Downloads: |
Total: 3 |
| More Statistics |
Actions (Repository Staff Only)
 |
Item Control Page |