Person Following Mobile Robot using Pedestrian Dead-Reckoning with Inertial data of Smartphones
Anirban Dam, Ashish Verma, Charan Tej Pangi, Raja Raviteja, Chandra Shekhar Prasad
- 发表年份
- 2020
- 引用次数
- 2
摘要
For a person following mobile robot, identifying the specific host to follow is challenging in presence of other people with similar features in its camera frame or field of view. In this paper we propose the use of Pedestrian Dead-Reckoning using the Inertial Measurement Unit (IMU) data from smartphone of host or user, which is used to localize the user in the map frame of the mobile robot. The movement and orientation of the user is used to calculate the path of the user and used as global targets for the mobile robot to follow. The mobile robot which is doing Simultaneous Localization and Mapping (SLAM), running on the Robot Operating System (ROS) framework follows the user as the user moves while it also implements obstacle avoidance locally. Since the smartphone is uniquely paired with the mobile robot, the ambiguity of identifying the host is also solved.
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002