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nav:
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- evaluating-controller-performance.md
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- evaluating-real-time-performance.md
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- Sample tuning for campus environment: tuning-parameters
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- Evaluation: evaluation
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nav:
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- Evaluating the controller performance: evaluating-controller-performance
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- Evaluating real-time performance: evaluating-real-time-performance

docs/how-to-guides/integrating-autoware/tuning-parameters-and-performance/evaluating-controller-performance.md docs/how-to-guides/integrating-autoware/tuning-parameters-and-performance/evaluation/evaluating-controller-performance/index.md

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#### 2. Initialize the vehicle and send goal position to create route
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- If you have any problem with launching Autoware, please see the [tutorials](../../../tutorials/index.md) page.
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- If you have any problem with launching Autoware, please see the [tutorials](../../../../../tutorials/index.md) page.
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#### 3. Launch the control_performance_analysis package
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nav:
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- index.md
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- Tuning localization: localization-tuning
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# Sample tuning for campus environment
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## Introduction
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This section will guide you on how to fine-tune Autoware's localization, perception,
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and planning stacks for the Yıldız Technical University (YTU) campus environment.
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This document serves as your roadmap for optimizing the performance of
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Autoware within the cutting-edge capabilities of a sample university campus environment.
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Through meticulous parameter adjustments, our aim is to ensure that your
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autonomous systems operate seamlessly and efficiently in similar complex real-world scenarios.
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## Yıldız Technical University Campus Environment
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Yıldız Technical University (YTU) is located in Istanbul, Turkey,
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and it encompasses multiple campuses. One of these campuses is the
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Davutpaşa Campus, where we operate autonomous vehicles. Here is some
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general information about the YTU Davutpaşa Campus:
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1. **Slopes and Terrains**
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YTU Davutpaşa Campus has varied topography.
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Some areas may be flat, while others may have gentle or steep slopes.
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These features can influence accessibility and landscaping choices.
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2. **Greenery and Trees**
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YTU Davutpaşa Campus is typically landscaped with a variety of plants and trees. They provide aesthetic
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appeal, shade, and contribute to the overall environment. There may be designated green spaces,
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gardens, and courtyards.
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3. **Building structures**
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The Davutpaşa Campus features a diverse range of buildings, ranging in size from small-scale structures
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to more substantial edifices. These buildings will be utilized for NDT localization.
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<figure markdown>
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![ytu-campus-environment](images/ytu-campus.png){ align=center }
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<figcaption>
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Yıldız Technical University (YTU) campus map.
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</figcaption>
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</figure>
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## Yıldız Technical University Campus Map
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### Yıldız Technical University Campus Pointcloud Map
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Utilizing the LIO-SAM mapping package, we have effectively created a point cloud map of Yıldız
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Technical University's Davutpaşa campus. This real-time lidar-inertial odometry system has empowered
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us to achieve precision in this unique campus environment. For detailed information on how we
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constructed the point cloud map at YTU Davutpaşa, please refer to the
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[LIO-SAM page](../../creating-maps/open-source-slam/lio-sam). Additionally,
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we have converted the output map into MGRS format.
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<figure markdown>
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![ytu-campus-pcd-map](images/ytu-campus-pcd-map.png){ align=center }
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<figcaption>
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Yıldız Technical University (YTU) campus pointcloud map.
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</figcaption>
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</figure>
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### Yıldız Technical University Campus Lanelet2 Map
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We have generated a Lanelet2 HD map, incorporating regulatory elements like crosswalks,
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speed bumps, stop lines etc., tailored for the YTU campus environment. For more detailed
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information on the Lanelet2 map creation process, please refer to the [`Creating Maps` page](../../creating-maps).
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<figure markdown>
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![ytu-campus-lanelet2-map](images/ytu-campus-lanelet2-map.png){ align=center }
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<figcaption>
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Yıldız Technical University (YTU) campus lanelet2 map.
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</figcaption>
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</figure>
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# Tuning localization
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## Introduction

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