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在线课程
在线课程
15小时/5周
日期： 询问 WhatsApp
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自主系统课程概述
自主系统课程全面介绍自主系统，重点关注自动驾驶汽车。学员将探索自动驾驶汽车技术的关键方面，包括汽车工程、传感器融合、计算机视觉和深度学习。本课程将理论基础与实践编程任务相结合，使用Python、ROS（机器人操作系统）等常用框架以及行业相关的自动驾驶工具。课程结束时，学员将了解自动驾驶汽车如何在复杂的驾驶环境中导航、做出决策并确保安全。.
自主系统课程 目标
本课程旨在：
- 为参与者提供自主系统基础知识的坚实基础，特别是其在汽车工程中的应用。.
- 教授自动驾驶汽车中使用的基本算法和模型，包括感知、定位、控制和路径规划。.
- 让参与者获得使用深度学习、计算机视觉和传感器融合技术的实践编程经验。.
- 了解自动驾驶汽车相关的伦理、法律和安全问题。.
学习成果 | 自动驾驶汽车
课程结束时，学员将能够：
- 了解自主系统设计的核心概念和挑战，特别是自动驾驶汽车的设计。.
- 获得开发和测试感知、决策和控制算法的实践经验。.
- 能够将深度学习、计算机视觉和传感器融合等各种技术集成到自动驾驶系统中。.
- 了解自动驾驶汽车的伦理、法律和安全影响，为参与该领域正在进行的辩论做好准备。.
- 做好准备，在学术界和工业界参与自动驾驶汽车项目。.
结论
这门“自主系统与自动驾驶汽车”课程全面介绍了汽车工程和人工智能领域最前沿的技术之一。通过理论学习、实践操作和真实案例研究相结合的方式，学员将能够为快速发展的自动驾驶汽车领域做出贡献。.
您可以通过此链接找到更多信息和参考资料： https://www.sciencedirect.com/search?qs=autonomous%20systems
[woodmart_accordion][woodmart_accordion_item title=”Module 1: Introduction to Autonomous Systems and Self-Driving Cars”]
- 概述各行业中的自主系统，重点关注汽车行业。.
- 自动驾驶汽车的关键组成部分：传感器、执行器和决策算法。.
- ROS简介及其在自主系统开发中的作用。.
[/woodmart_accordion_item][woodmart_accordion_item title=”Module 2: Automotive Engineering for Autonomous Vehicles”]
- 自动驾驶汽车的车辆动力学和控制系统。.
- 自动驾驶涉及的关键汽车部件：发动机控制、制动系统和转向机构。.
- 用于车辆自动化的实时系统和嵌入式软件。.
[/woodmart_accordion_item][woodmart_accordion_item title=”Module 3: Sensor Fusion and Perception in Autonomous Driving”]
- 自动驾驶车辆中使用的传感器概述：激光雷达、雷达、摄像头和超声波传感器。.
- 融合来自多个传感器的数据以创建环境连贯视图的技术。.
- 卡尔曼滤波及其在传感器融合中的高级变体简介。.
[/woodmart_accordion_item][woodmart_accordion_item title=”Module 4: Deep Learning for Computer Vision in Autonomous Cars”]
- 深度学习基础知识及其在目标检测、分类和跟踪中的应用。.
- 实现卷积神经网络（CNN）进行车辆和行人检测。.
- 利用计算机视觉技术进行车道检测、道路分割和场景理解。.
[/woodmart_accordion_item][woodmart_accordion_item title=”Module 5: Localization and Mapping”]
- SLAM（即时定位与建图）简介及其在自主导航中的重要性。.
- GPS、惯性测量单元（IMU）和车轮里程计用于车辆定位。.
- 粒子滤波器和基于图的SLAM等先进技术。.
[/woodmart_accordion_item][woodmart_accordion_item title=”Module 6: Path Planning and Control”]
- 路径规划算法：Dijkstra 算法、A* 算法和快速探索随机树 (RRT) 算法。.
- 动态环境下的运动规划和避障。.
- 自动驾驶控制系统：PID 控制、模型预测控制 (MPC)。.
[/woodmart_accordion_item][woodmart_accordion_item title=”Module 7: Safety, Ethics, and Regulations in Autonomous Driving”]
- 自动驾驶汽车的法律框架和法规。.
- 伦理考量：生死攸关情况下的决策、隐私和数据安全。.
- 自动驾驶系统的安全标准和测试规程。.
[/woodmart_accordion_item][woodmart_accordion_item title=”Module 8: Final Project and Industry Applications”]
- 自主系统在物流、交通运输和智慧城市等领域的实际应用。.
- 最终项目：使用 Python 和 ROS 设计和实现一个简单的自动驾驶系统。.
- 针对特斯拉、Waymo 和英伟达等自动驾驶汽车领域的行业领导者进行案例研究。.
[/woodmart_accordion_item][/woodmart_accordion]
我们的团队 CAE 助手 课程的每个部分都将由各自领域内著名的专家授课，为您提供无与伦比的知识和见解。.
目前课程讲师人选仍在最终确定中，但我们承诺将邀请该领域顶尖专家之一为您授课。我们正在积极努力，确保尽快遴选出一位优秀的科研人员来开发和讲授这门课程。.
我们的课程面向多元化的受众群体，包括研究生和博士生、企业研发人员以及大学教师。每门课程都根据最新的ISI论文和前沿研究精心打造，确保学员能够获得新兴技术领域最新、最相关的知识。.
研究生和博士生： 这些课程提供对最新研究的深入见解和实际应用，使学生掌握最新的知识和方法，从而提高他们的学术工作和研究能力。.
研发人员： 对于从事工业研发的专业人士而言，我们的课程提供了有关新趋势和新技术的宝贵更新，促进了创新，并提高了他们应对项目中复杂挑战的能力。.
大学教职人员： 希望了解最新发展的学者将从我们的课程中受益，获得前沿研究和新兴技术，并将其融入到他们的教学和研究活动中。.
通过参加我们的课程，所有这些群体都将获得最新的知识、实用的技能以及直接来源于科学技术进步前沿的见解，从而获得竞争优势。.
有限元分析课程证书
成功完成本课程后，您将获得课程结业证书。该证书证明您已掌握所投入的时间和所学习的技能，并且可以在线验证。.
本课程非常适合：
- 对从事自动驾驶汽车开发工作感兴趣的工程师和计算机科学家。.
- 希望加深对自动驾驶系统了解的汽车工程师。.
- 数据科学家和人工智能爱好者渴望将深度学习和计算机视觉应用于现实世界的问题。.
- 机器人和人工智能领域的研究生或专业人士，希望拓展他们在自动驾驶技术领域的专业知识。.
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[woodmart_info_box rounding_size=”” title_tag=”span” title_style=”underlined” woodmart_css_id=”66cc3b8ed68dc” title=”AWARDS” title_font_size=”eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zaXplIiwiY3NzX2FyZ3MiOnsiZm9udC1zaXplIjpbIiAuaW5mby1ib3gtdGl0bGUiXX0sInNlbGVjdG9yX2lkIjoiNjZjYzNiOGVkNjhkYyIsImRhdGEiOnsiZGVza3RvcCI6IjEycHgifX0=” custom_text_size=”eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zaXplIiwiY3NzX2FyZ3MiOnsiZm9udC1zaXplIjpbIiAuaW5mby1ib3gtaW5uZXIiXX0sInNlbGVjdG9yX2lkIjoiNjZjYzNiOGVkNjhkYyIsImRhdGEiOnsiZGVza3RvcCI6IjEycHgifX0=” svg_animation=”no” info_box_inline=”no” wd_hide_on_desktop=”no” wd_hide_on_tablet_landscape=”no” wd_hide_on_tablet=”no” wd_hide_on_mobile=”no” css=”.vc_custom_1724660562036{margin-bottom: 20px !important;}” responsive_spacing=”eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zcGFjaW5nIiwic2VsZWN0b3JfaWQiOiI2NmNjM2I4ZWQ2OGRjIiwic2hvcnRjb2RlIjoid29vZG1hcnRfaW5mb19ib3giLCJkYXRhIjp7InRhYmxldCI6e30sIm1vYmlsZSI6e319fQ==” wd_z_index=”no”]Certificate[/woodmart_info_box][woodmart_info_box rounding_size=”” title_tag=”span” title_style=”underlined” woodmart_css_id=”66cc3ba41cc2f” title_font_size=”eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zaXplIiwiY3NzX2FyZ3MiOnsiZm9udC1zaXplIjpbIiAuaW5mby1ib3gtdGl0bGUiXX0sInNlbGVjdG9yX2lkIjoiNjZjYzNiYTQxY2MyZiIsImRhdGEiOnsiZGVza3RvcCI6IjEycHgifX0=” custom_text_size=”eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zaXplIiwiY3NzX2FyZ3MiOnsiZm9udC1zaXplIjpbIiAuaW5mby1ib3gtaW5uZXIiXX0sInNlbGVjdG9yX2lkIjoiNjZjYzNiYTQxY2MyZiIsImRhdGEiOnsiZGVza3RvcCI6IjEycHgifX0=” svg_animation=”no” info_box_inline=”no” wd_hide_on_desktop=”no” wd_hide_on_tablet_landscape=”no” wd_hide_on_tablet=”no” wd_hide_on_mobile=”no” css=”.vc_custom_1724660582228{margin-bottom: 20px !important;}” responsive_spacing=”eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zcGFjaW5nIiwic2VsZWN0b3JfaWQiOiI2NmNjM2JhNDFjYzJmIiwic2hvcnRjb2RlIjoid29vZG1hcnRfaW5mb19ib3giLCJkYXRhIjp7InRhYmxldCI6e30sIm1vYmlsZSI6e319fQ==” wd_z_index=”no” title=”COURSE LEVEL”]Step by Step from Basics to Advanced[/woodmart_info_box][woodmart_info_box rounding_size=”” title_tag=”span” title_style=”underlined” woodmart_css_id=”66cc3bb6d0673″ title=”RESOURCES” title_font_size=”eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zaXplIiwiY3NzX2FyZ3MiOnsiZm9udC1zaXplIjpbIiAuaW5mby1ib3gtdGl0bGUiXX0sInNlbGVjdG9yX2lkIjoiNjZjYzNiYjZkMDY3MyIsImRhdGEiOnsiZGVza3RvcCI6IjEycHgifX0=” custom_text_size=”eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zaXplIiwiY3NzX2FyZ3MiOnsiZm9udC1zaXplIjpbIiAuaW5mby1ib3gtaW5uZXIiXX0sInNlbGVjdG9yX2lkIjoiNjZjYzNiYjZkMDY3MyIsImRhdGEiOnsiZGVza3RvcCI6IjEycHgifX0=” svg_animation=”no” info_box_inline=”no” wd_hide_on_desktop=”no” wd_hide_on_tablet_landscape=”no” wd_hide_on_tablet=”no” wd_hide_on_mobile=”no” css=”.vc_custom_1724660600456{margin-bottom: 20px !important;}” responsive_spacing=”eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zcGFjaW5nIiwic2VsZWN0b3JfaWQiOiI2NmNjM2JiNmQwNjczIiwic2hvcnRjb2RlIjoid29vZG1hcnRfaW5mb19ib3giLCJkYXRhIjp7InRhYmxldCI6e30sIm1vYmlsZSI6e319fQ==” wd_z_index=”no”]Pdf, Code, Video File[/woodmart_info_box]
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