对电动汽车作为进化机器人的全面视角
Haoyang Che1,2, Shaolin Wang1,2, Lei Yao1
1User Digitization Department, Zeekr Group, Hangzhou, China.
Frontiers in robotics and AI
|March 4, 2025
概括
电动汽车 (EV) 可以发展成为复杂的多机器人系统. 通过先进的传感,通信和AI能力来增强电动汽车对于它们发展成为真正的进化机器人 (ER) 至关重要.
科学领域:
- 机器人和人工智能 机器人和人工智能
- 汽车工程 汽车工程
- 计算机科学 计算机科学
背景情况:
- 电动汽车 (EV) 越来越复杂,表现出灵活性和代进化.
- 目前的EV技术和操作机制不足以实现真正的进化机器人 (ER) 能力,尤其是在非结构化的环境中.
- 电动汽车作为ER的概念在学术文献中代表性不足.
研究的目的:
- 提供从软件定义车辆 (SDV) 到人工智能定义车辆 (AIDV) 的过渡概述.
- 检查电动汽车作为移动边缘计算平台的使用情况.
- 讨论现代电动汽车的基本进化能力,并确定转型的领域.
主要方法:
- 文献综述和概念分析.
- 检查电动汽车作为移动边缘计算平台的当前研究.
- 讨论电动汽车发展的基本技术和操作机制.
主要成果:
- 电动汽车拥有多机器人系统进化的基本要素.
- 需要在多式联网传感,5G远程通信,5G无线通信 (OTA) 更新和数据分析方面取得重大进展.
- 向人工智能定义车辆 (AIDV) 的过渡是一个关键的发展阶段.
结论:
- 电动汽车需要进行深刻的转变,才能达到真正的进化机器人地位.
- 进一步研究电动汽车作为ER可以催化利基研究领域.
- 开发电动汽车作为移动边缘计算平台是一个有希望的方向.
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