\subsection{Positioning} \shortdefinition[Position Vector] $_{\color{blue}\fbox{W}}\,\vec{t}\,_{\color{red}\fbox{B}} = \, _{\color{blue}\fbox{W}}\,\vec{t}\,_{\color{ForestGreen}\fbox{W}}\,_{\color{red}\fbox{B}}$, {\color{blue} Original Frame}, {\color{red} End point}, {\color{ForestGreen} Target Frame}, \hl{$\sin = s$, $\cos = c$} \shortdefinition[State vector] $x_R$: $x$, $v$ of rob in $W$, pos of sensors \shortdefinition[Rot. Mat.] $\mat{R}_{z} = \begin{bmatrix} c(\psi) & -s(\psi) & 0 \\ s(\psi) & c(\psi) & 0 \\ 0 & 0 & 1 \end{bmatrix}$\\ $\mat{R}_y(\theta) = \begin{bmatrix} c(\psi) & 0 & s(\psi) \\ 0 & 1 & 0 \\ -s(\psi) & 0 & c(\psi) \\ \end{bmatrix} \mat{R}_x(\varphi) \begin{bmatrix} 1 & 0 & 0 \\ 0 & c(\psi) & -s(\psi) \\ 0 & s(\psi) & c(\psi) \end{bmatrix}$ \shortremark Application: ${_W} \vec{a} = \mat{R}_{WB} {_B} \vec{a}$ \shortlemma $\mat{R}_{BW} = \mat{R}_{WB}^{-1} = \mat{R}_{WB}^\top$, $\det(\mat{R}_{WB}) = 1$ (orth.) \shortremark Cols of $\mat{R}_{WB}$ are basis vec. of Frame $\underset{\rightarrow}{\cF}{_B}$ in $\underset{\rightarrow}{\cF}{_W}$ \shortdefinition[Euler Angles] Yaw ($z$), Pitch ($y$), Roll ($x$), mult. rotation matrices, e.g. $\mat{R}_{EB} = \mat{R}_z(\psi) \cdot \mat{R}_y(\theta) \cdot \mat{R}_x(\varphi)$, \hl{bound.}. $\qquad [\vec{n}]^\times = \vec{n} \vec{x}^\top$ (matrix from vec + arg $\vec{x}$) \shortdefinition[Rot. Vec] $\vec{\alpha} = \alpha \vec{n}$ ($\vec{n}$ normal)\\ $\mat{R}(\alpha, \vec{n}) = \mat{I}_3 + \sin(\alpha)[\vec{n}]^\times + (1 - \cos(\alpha))([\vec{n}]^\times)^2$ \shortdefinition[Quaternions] $q = q_w + q_x i + q_y j + q_z k$ with\\ $i^2 = j^2 = k^2 = -1$, ($ij = -ji = k$, same for $jk$ and $ki$) % TODO: Finish this \shortdefinition[Transf. M] $\mat{T}_{AB} = \begin{bmatrix} \mat{R}_{AB} & {_A}\vec{t}_B \\ \mat{0}_{1\times 3} & 1 \end{bmatrix}$\\ $\mat{T}_{BA} = \mat{T}_{AB}^{-1} = \begin{bmatrix} \mat{R}_{AB}^\top & -\mat{R}_{AB}^\top {_A}\vec{t}_B \\ \mat{0}_{1 \times 3} & 1 \end{bmatrix}$ $\mat{T}_{AC} = \mat{T}_{AB} \mat{T}_{BC}$