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Control theory / Electronic engineering / Markov models / Monte Carlo methods / Linear filters / Particle filter / Extended Kalman filter / Kalman filter / Normal distribution / Statistics / Robot control / Estimation theory


Real-time Fault Detection and Situational Awareness for Rovers: Report on the Mars Technology Program Task Richard Dearden, Thomas Willeke {RIACS, QSS Group Inc.} / NASA Ames Research Center M.S[removed], Moffett Field, CA
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Document Date: 2008-05-10 23:44:33


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File Size: 1,04 MB

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City

Pittsburg / Darmstadt / /

Company

UKF / QSS Group Inc. / computing a UKF / /

Country

Germany / United States / /

Currency

USD / Rs / /

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Event

Product Issues / /

Facility

Serra Mall / Stanford University / Vandi Verma Carnegie Mellon University / NASA Ames Research Center / /

IndustryTerm

faultdetection technology / on-board real-time diagnosis / basic particle filter algorithm / diagnosis algorithms / particle filtering algorithm / hybrid discrete/continuous systems / closed form solution / linear multi-modal systems / space applications / hybrid systems / desirable approximation algorithm / tractable closed-form solution / approximation algorithms / /

Organization

Mars Science Lab. / Sebastian Thrun Computer Science Department / NASA Ames Research Center / Stanford University / Carnegie Mellon University / National Aeronautics and Space Administration / ND ND / /

Person

Si Figure / Reid Simmons / Frank Hutter Fachbereich Informatik Technische / Sebastian Thrun / Rao-Blackwellized Particle Filters / Thomas Willeke / /

Position

observation and predictive model for the continuous dynamics / hybrid model / /

Product

states / encoder / /

ProvinceOrState

Pennsylvania / /

SportsLeague

Stanford University / /

Technology

basic particle filter algorithm / three algorithms / Markov chain Monte Carlo algorithm / PF algorithm / Kalman filtering algorithm / particle filtering algorithm / approximation algorithms / third algorithm / simulation / basic PF algorithm / diagnosis algorithms / faultdetection technology / desirable approximation algorithm / /

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