Discussion of related literature for robot intention communication and human robot interaction
Topic 1: Robot Intention Communication and Human Robot Interaction
Study the given literature to identify the areas of possible improvement
Investigate the integration of LED projector for robot intention communication to humans
Implement a visual signal algorithm to communicate the robot’s intention and direction of motion to humans
Topic 2: Probabilistic SLAM
Review the AMCL approach to track the pose of our robot against the map of the environment while mapping.
Design a SLAM algorithm based on the probabilistic framework and evaluate the performance in terms of loop closure detection, accurate pose estimation and computational cost.
Future Steps
Integrate deep Learning approach with Faster R-CNN model to:
detect for example if the person interacting with robot is wearing a face mask
classify the face mask worn based on the recommended or not