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Improving the real-time efficiency of inertial SLAM and understanding its observability

Kim, Jonghyuk; Sukkarieh, Salah


This paper addresses the computational complexity associated with 6DoF inertial SLAM by recasting the filter into an indirect or complimentary structure. By doing so the standard non-linear inertial SLAM algorithm is piecewise linearised, providing two significant breakthroughs. Firstly, through the process of linearisation, the filter estimates the errors in the inertial states (errors in position, velocity and attitude) as opposed to the inertial states themselves, thus significantly reducing...[Show more]

CollectionsANU Research Publications
Date published: 2004
Type: Conference paper
Source: Intelligent Robots and Systems, 2004. (IROS 2004)
DOI: 10.1109/IROS.2004.1389323


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