Related Experiment Video
Updated: Oct 2, 2025

Operation of the Collaborative Composite Manufacturing CCM System
Published on: October 1, 2019
Visual servoing of continuum robots: Methods, challenges, and prospects
Ali A Nazari1, Kourosh Zareinia1, Farrokh Janabi-Sharifi1
1Department of Mechanical and Industrial Engineering, Ryerson University, Toronto, Ontario, Canada.
Background:
Recent advancements in continuum robotics have accentuated developing efficient and stable controllers to handle shape deformation and compliance. The control of continuum robots (CRs) using physical sensors attached to the robot, particularly in confined spaces, is difficult due to their limited accuracy in three-dimensional deflections and challenging localisation. Therefore, using non-contact imaging sensors finds noticeable importance, particularly in medical scenarios. Accordingly, given the need for direct control of the robot tip and notable uncertainties in the kinematics and dynamics of CRs, many papers have focussed on the visual servoing (VS) of CRs in recent years.
Methods:
The significance of this research towards safe human-robot interaction has fuelled our survey on the previous methods, current challenges, and future opportunities.
Results:
Beginning with actuation modalities and modelling approaches, the paper investigates VS methods in medical and non-medical scenarios.
Conclusions:
Finally, challenges and prospects of VS for CRs are discussed, followed by concluding remarks.
Related Concept Videos
One-Degree-of-Freedom System
A one-degree-of-freedom system is defined by an independent variable that determines its state and behavior. One example of a one-degree-of-freedom system is a simple harmonic oscillator, such as a...
Relative Motion Analysis using Rotating Axes-Problem Solving
Here, in order to determine the magnitude of velocity and acceleration for point...
Open and closed-loop control systems
An open-loop control system operates without feedback from the output. It consists of two primary elements: the controller and the controlled process. The controller receives an input signal...
Mechanical Systems
Three-Dimensional Force System:Problem Solving
To solve a three-dimensional force system, first resolve each force into its respective scalar components. Do this using...
Feedback control systems
Linear feedback systems are theoretical models that simplify analysis and design. These systems operate under the principle that their output is directly proportional to their input within certain ranges. For instance, an amplifier in a control system behaves linearly as long as the input signal remains within a specific range. However, most physical systems exhibit inherent nonlinearity...

