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NavDog

Liyang Wang, Jinxin Zhao, Liangjun Zhang

发表年份
2021
引用次数
16

摘要

Guide dogs can vastly improve vision-impaired people's daily-life quality by guiding them to destinations while avoiding obstacles. Animal guide dogs are costly for training. This paper presents a robot guide dog system to take a vision-impaired user to a destination while avoiding obstacles in the environment for both the user and the robot dog. A novel human-robot kinematic model and an MPC-based motion planning and control algorithm are proposed. We implement the method on a wheeled ground robot. All the sensors are mounted on the robot, and the human user does not have to take additional sensor devices. Simulation and real-world experiment results show that the proposed method can tackle challenging navigation tasks in narrow corridors for vision-impaired people.

关键词

RobotComputer scienceComputer visionArtificial intelligenceKinematicsMotion planningHuman–computer interactionMobile robotMobile robot navigationRobot kinematics

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