Expected Challenges
Some of the required components for this project are still topics of research. We will mention two of them:
object tracking using a camera -- a topic in Computer Vision and trajectory maintaining -- probably a topic
in Control Theory.
Expected Challenges
First, there exists many approaches to reliably track objects using a static camera in a static background. We have found one
research paper that uses Kinect sensor to track an object. However, that research project uses both the RGB values
and the depth values to track an object. Our requirement is stronger, namely that, we need to track
multiple known objects using a static camera in a known approximately static background using only the
depth information.
Trajectory Control
We believe that optimal trajectory control is a still field of active research. Maintaining a precise coordinated
motion requires optimal trajectory control. However, we will use a simple trajectory controller for this project.
We will assume that the speeds of the robots are sufficiently small enough so
that frequently adjusting their trajectories will suffice to maintain a coordinated motion.