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authoredAug 2, 2023
Merge pull request autowarefoundation#703 from tier4/sync-upstream
chore: sync upstream

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‎.cspell-partial.json

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{
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"ignorePaths": ["**/control/**", "**/perception/**", "**/planning/**", "**/sensing/**"],
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"ignorePaths": ["**/perception/**", "**/planning/**", "**/sensing/**"],
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"ignoreRegExpList": [],
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"words": []
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}

‎control/mpc_lateral_controller/model_predictive_control_algorithm.md

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@@ -125,7 +125,7 @@ Substituting equation (8) into equation (9) and tidying up the equation for $U$.
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$$
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\begin{align}
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J(U) &= (H(Fx_{0}+GU+SW)-Y_{ref})^{T}Q(H(Fx_{0}+GU+SW)-Y_{ref})+(U-U_{ref})^{T}R(U-U_{ref}) \\
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& =U^{T}(G^{T}H^{T}QHG+R)U+2\left\{(H(Fx_{0}+SW)-Yref)^{T}QHG-U_{ref}^{T}R\right\}U +(\rm{constant}) \tag{10}
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& =U^{T}(G^{T}H^{T}QHG+R)U+2\left\{(H(Fx_{0}+SW)-Y_{ref})^{T}QHG-U_{ref}^{T}R\right\}U +(\rm{constant}) \tag{10}
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\end{align}
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$$
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@@ -182,7 +182,7 @@ Where $\kappa_{r}\left(s\right)$ is the curvature along the trajectory parametri
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There are three expressions in the update equations that are subject to linear approximation: the lateral deviation (or lateral coordinate) $y$, the heading angle (or the heading angle error) $\theta$, and the steering $\delta$. We can make a small angle assumption on the heading angle $\theta$.
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In the path tracking problem, the curvature of the trajectory $\kappa_{r}$ is known in advance. At the lower speeds, the Ackermann formula approximates the reference steering angle $\theta_{r}$(this value corresponds to the $U_{ref}$ mentioned above). The Ackerman steering expression can be written as;
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In the path tracking problem, the curvature of the trajectory $\kappa_{r}$ is known in advance. At the lower speeds, the Ackermann formula approximates the reference steering angle $\theta_{r}$(this value corresponds to the $U_{ref}$ mentioned above). The Ackermann steering expression can be written as;
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$$
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\begin{align}
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\end{align}
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$$
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Discretizing $\dot{u}$ as $\left(u_{k} - u_{k-1}\right)/\text{d}t$ and multiply both sides by dt the resulting constraint become linear and convex
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We discretize $\dot{u}$ as $\left(u_{k} - u_{k-1}\right)/\text{d}t$ and multiply both sides by dt, and the resulting constraint become linear and convex
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$$
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\begin{align}

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