Autonomous exploration is a fundamental capability that tightly integrates perception, planning, control, and motion execution. It plays a critical role in a wide range of applications, including indoor target search, mapping of extreme environments, resource exploration, etc. Despite significant progress in individual components, a holistic and practical description of a completely autonomous exploration system, encompassing both hardware and software, remains scarce. In this paper, we present GuangMing-Explorer, a fully integrated autonomous exploration platform designed for robust operation across diverse environments. We provide a comprehensive overview of the system architecture, including hardware design, software stack, algorithm deployment, and experimental configuration. Extensive real-world experiments demonstrate the platform's effectiveness and efficiency in executing autonomous exploration tasks, highlighting its potential for practical deployment in complex and unstructured environments.
翻译:自主探索是一项将感知、规划、控制与运动执行紧密集成的基础能力,在室内目标搜索、极端环境测绘、资源勘探等广泛应用中具有关键作用。尽管各独立模块已取得显著进展,但涵盖硬件与软件的完整自主探索系统的整体性、实用性描述仍较为缺乏。本文提出光明探索者——一个为在多样化环境中鲁棒运行而设计的全集成自主探索平台。我们全面阐述了系统架构,包括硬件设计、软件栈、算法部署及实验配置。大量真实环境实验验证了该平台在执行自主探索任务中的有效性与高效性,凸显了其在复杂非结构化环境中实际部署的潜力。