From f6200f4a2bba50b46e2be07d81cd52f9f0ce84ac Mon Sep 17 00:00:00 2001 From: Frank Dellaert Date: Sat, 10 Oct 2015 13:48:52 -0700 Subject: [PATCH] Add lyx document --- doc/ImuFactor.lyx | 109 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 109 insertions(+) create mode 100644 doc/ImuFactor.lyx diff --git a/doc/ImuFactor.lyx b/doc/ImuFactor.lyx new file mode 100644 index 000000000..a1d33bf47 --- /dev/null +++ b/doc/ImuFactor.lyx @@ -0,0 +1,109 @@ +#LyX 2.0 created this file. For more info see http://www.lyx.org/ +\lyxformat 413 +\begin_document +\begin_header +\textclass article +\use_default_options true +\maintain_unincluded_children false +\language english +\language_package default +\inputencoding auto +\fontencoding global +\font_roman default +\font_sans default +\font_typewriter default +\font_default_family default +\use_non_tex_fonts false +\font_sc false +\font_osf false +\font_sf_scale 100 +\font_tt_scale 100 + +\graphics default +\default_output_format default +\output_sync 0 +\bibtex_command default +\index_command default +\paperfontsize default +\use_hyperref false +\papersize default +\use_geometry false +\use_amsmath 1 +\use_esint 1 +\use_mhchem 1 +\use_mathdots 1 +\cite_engine basic +\use_bibtopic false +\use_indices false +\paperorientation portrait +\suppress_date false +\use_refstyle 1 +\index Index +\shortcut idx +\color #008000 +\end_index +\secnumdepth 3 +\tocdepth 3 +\paragraph_separation indent +\paragraph_indentation default +\quotes_language english +\papercolumns 1 +\papersides 1 +\paperpagestyle default +\tracking_changes false +\output_changes false +\html_math_output 0 +\html_css_as_file 0 +\html_be_strict false +\end_header + +\begin_body + +\begin_layout Title +The new IMU Factor +\end_layout + +\begin_layout Author +Frank Dellaert +\end_layout + +\begin_layout Standard +Let us assume a setup where frames with measurements are processed at some + fairly low rate, e.g., 10 Hz. + We define the state of the vehicle at those times as attitude, position, + and velocity. + These three quantities are referred to as a NavState, defining a 9-dimensional + manifold. +\end_layout + +\begin_layout Standard +The goal of the IMU factor is to integrate IMU measurement between two successiv +e frames and create a binary factor between two NavStates. +\end_layout + +\begin_layout Standard +The binary factor is set up as a prediction: +\begin_inset Formula +\[ +X_{j}\approx X_{i}\oplus dX_{ij} +\] + +\end_inset + +where +\begin_inset Formula $dX_{ij}$ +\end_inset + + is a tangent vector in the tangent space +\begin_inset Formula $T_{i}$ +\end_inset + + to the manifold at +\begin_inset Formula $X_{i}$ +\end_inset + +. +\end_layout + +\end_body +\end_document