Introduction
What you will do:1. Robot Perception Algorithm Module (SLAM)
o Mapping algorithms
o Localization algorithms
o Relocation algorithms
o Partitioning algorithms
o Obstacle perception
2. Planning & Control Module
o Navigation algorithms
o Cleaning algorithms
o Motion control/Robot behavior control
o Edge-following control
o Return-to-charge actions
o Obstacle avoidance & escape
To Be Successful You Will Have:
1. Familiar with SLAM algorithms, capable of designing logic for robot mapping, navigation, and planning.
2. Proficient in EKF (Extended Kalman Filter), particle filter algorithms, and grid map construction techniques.
3. Familiar with data models of sensors such as structured light, LiDAR, cameras, and IMU.
4. Experienced with classic SLAM algorithms like GMapping, Cartographer, ORB-SLAM, VINS, and has independently developed SLAM projects.
5. Proficient in robot path planning algorithms and their practical application and optimization (e.g., A*, D*).
6. Experience in indoor robot map construction projects.
7. Familiar with programming languages C/C++/Python
8. Work experience for master’s degree with 3+ years or bachelor’s degree with 5+ years
What you will do:
Robot Perception Algorithm Module (SLAM)
Mapping algorithmsLocalization algorithmsRelocation algorithmsPartitioning algorithmsObstacle perceptionPlanning & Control Module
Navigation algorithmsCleaning algorithmsMotion control/Robot behavior controlEdge-following controlReturn-to-charge actionsObstacle avoidance & escapeTo Be Successful You Will Have:
1. Familiar with SLAM algorithms, capable of designing logic for robot mapping, navigation, and planning.
2. Proficient in EKF (Extended Kalman Filter), particle filter algorithms, and grid map construction techniques.
3. Familiar with data models of sensors such as structured light, LiDAR, cameras, and IMU.
4. Experienced with classic SLAM algorithms like GMapping, Cartographer, ORB-SLAM, VINS, and has independently developed SLAM projects.
5. Proficient in robot path planning algorithms and their practical application and optimization (e.g., A*, D*).
6. Experience in indoor robot map construction projects.
7. Familiar with programming languages C/C++/Python
8. Work experience for master’s degree with 3+ years or bachelor’s degree with 5+ years