arXiv:2409.16595cs.ROcs.SY2024-09

用手机+微控制器搭建低成本机器人数据采集与控制系统。

Robo-Platform: A Robotic System for Recording Sensors and Controlling Robots

  • 手机连接微控制器,实现多传感器原始数据同步采集
  • 支持摄像头、IMU、GNSS等多源数据记录,采样率可达100Hz
  • 适用于移动机器人控制,适合教学与科研原型开发

移动智能手机集成了相机、惯性测量单元(IMU)、全球导航卫星系统(GNSS)测量模块以及无线和有线通信通道,具备低成本、便携性和可编程性,是测试、数据采集、控制移动机器人等应用的理想工具。本文提出一种名为Robo-Platform的机器人系统,由Android手机、通过USB连接的微控制器板以及远程无线控制站组成。在数据采集模式下,安卓设备可记录多种配置的多相机、IMU、GNSS单元及外部USB ADC通道的原始数据,用于姿态估计和场景重建等任务。在机器人控制模式下,该系统由手机、微控制器及其他外设构成移动或固定式机器人,通过Wi-Fi或蓝牙连接远程服务器进行控制。实验表明,尽管SLAM和AR应用可利用所采集数据,但该系统为处理这些噪声大且间断的数据提供了新路径。同时研究了不同通信介质的特性,并展示了两个实例:遥控玩具车和四旋翼无人机。

原文摘要 · Abstract (English)

Mobile smartphones compactly provide sensors such as cameras, IMUs, GNSS measurement units, and wireless and wired communication channels required for robotics projects. They are affordable, portable, and programmable, which makes them ideal for testing, data acquisition, controlling mobile robots, and many other robotic applications. A robotic system is proposed in this paper, consisting of an Android phone, a microcontroller board attached to the phone via USB, and a remote wireless controller station. In the data acquisition mode, the Android device can record a dataset of a diverse configuration of multiple cameras, IMUs, GNSS units, and external USB ADC channels in the rawest format used for, but not limited to, pose estimation and scene reconstruction applications. In robot control mode, the Android phone, a microcontroller board, and other peripherals constitute the mobile or stationary robotic system. This system is controlled using a remote server connected over Wi-Fi or Bluetooth. Experiments show that although the SLAM and AR applications can utilize the acquired data, the proposed system can pave the way for more advanced algorithms for processing these noisy and sporadic measurements. Moreover, the characteristics of the communication media are studied, and two example robotic projects, which involve controlling a toy car and a quadcopter, are included.

机器人系统传感器融合数据采集嵌入式控制

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