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eth-summaries/electives/others/amr/parts/01_kinematics/06_wheeled-robot.tex
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\subsection{Wheeled robot Kinematics}
\begin{wrapfigure}[7]{r}{0.2\columnwidth}
\includegraphics[width=0.2\columnwidth]{assets/wheel-constraints.png}
\end{wrapfigure}
\bi{Non-holonomic} systems \textbf{not integrable}, no inst. move in every direct.
\bi{Wheel constraints} $v_i = \omega_i r_i$
\begin{itemize}
\item \textit{Driving straight} all $\vec{v}$ equal
\item \textit{Turning} Wheel axis must intersect the \bi{Instant Centre of Rotation} (ICR),
speeds: $v_i \div R_i = \Omega$ ($R_i$ dist. wheel-ICR, $\Omega$, vehicle body rotation rate)
\end{itemize}
\bi{Maneuverability}
\begin{itemize}
\item Deg. of Mobility: $\delta_m = 3 - $\#constrained directions
\item Deg. of Steerability: $\delta_s = $\#steerable wheels
\item Deg. of Maneuverability: $\delta_M = \delta_m + \delta_s$
\end{itemize}
\bi{Wheel Configurations}
\includegraphics[width=1\columnwidth]{assets/wheel-config.png}
\begin{scriptsize}
\begin{tabular}{llllll}
Bicyle & Tricycle & Ackermann & Diff. Drive & Two-Steer & Three-Steer \\
$\delta_m = 1$ & $\delta_m = 1$ & $\delta_m = 0$ & $\delta_m = 2$ & $\delta_m = 1$ & $\delta_m = 0$ \\
$\delta_s = 1$ & $\delta_s = 1$ & $\delta_s = 2$ & $\delta_s = 0$ & $\delta_s = 2$ & $\delta_s = 3$ \\
$\delta_M = 2$ & $\delta_M = 2$ & $\delta_M = 2$ & $\delta_M = 2$ & $\delta_M = 3$ & $\delta_M = 3$ \\
\end{tabular}
\end{scriptsize}
\bi{Differential Drive Kinematics}
\bi{State vec} $\vec{x} = [x_1, x_2, \theta]^\top$,
\bi{Inputs} $\vec{u} = [\omega_l, \omega_r]^\top$, $r_r$ radius of right wheel, $w$ width of robot
\bi{Gen. eq. of Motion} $\dot{x}_1 = v\cos(\theta)$, $\dot{x}_2 = v\sin(\theta)$, $\dot{\theta} = \Omega$,
with $v = 0.5\cdot(\omega_l r_l + \omega_r + r_r)$, $\Omega = \frac{\omega_r r_r - \omega_l r_l}{w}$
% TODO: Consider adding wheel constraints (planar) here as well (from W05 slides)
\textit{Straight}: $v = \omega_l r_l = \omega_r r_r$, $\Omega = 0$, $D = v\Delta t$.\\
$\vec{b}_s = \begin{bmatrix}
D \cos(\theta) \\
D \sin(\theta) \\
0
\end{bmatrix}$
$\vec{b}_t = \begin{bmatrix}
R(\sin(\Delta \theta + \theta) - \sin(\theta))\\
-R(\cos(\Delta \theta + \theta) - \cos(\theta))\\
\Delta \theta
\end{bmatrix}$
\textit{Turning}: $\Omega = (\omega_l r_l) / R_l\! =\! (\omega_r r_r) / R_r$, $R\! =\! v / \Omega$, $\Delta \theta\! =\! \Omega \Delta t$
\textbf{Discretized}: $\vec{x}_k = \vec{x}_{k - 1} b_i$ with $i \in \{s, t\}$. ($\int \ldots \dx \Delta t$)