Clemson University - Engineering
Roboticist, Ph.D.
Electrical & Electronic Manufacturing
Apoorva
Kapadia
Greenville, South Carolina Area
I am a Electrical Engineer, looking to work at an organization that aims to further the science and/or production of robotic and manufacturing systems. I am currently a Visiting Assistant Professor in the Electrical & Computer Engineering department at Clemson University, teaching electrical circuits, control systems, robotics, integrated system design, and introductory engineering classes.
I joined the Electrical & Computer Engineering department at Clemson University in 2014, having previously served as a Lecturer in the General Engineering department at the same university. I am also the faculty advisor for the Electrical & Computer Engineering Graduate Student Association, a member of IEEE in the Robotics & Automation and Control Systems societies within it, and a participating member of the Intelligent Materials, Systems and Environments (IMSE) Institute at Clemson University, I have also worked on projects funded by NASA, DARPA, and NSF.
I received my doctorate in Electrical Engineering from Clemson University, along with a graduate certificate in Engineering and Science Education. Prior to beginning my doctoral work, I worked at Brooklyn College as a Research Engineer in the Biomimetic and Cognitive Robotics Laboratory, and have also received a Master’s degree in Electrical Engineering from Clemson University and a Bachelor’s degree in Instrumentation Engineering from the University of Mumbai.
Coursework is currently my primary focus at Clemson and I have also co-written laboratory manuals and lecture notes for various courses, and has written an online class development manual. As time permits, I follows my research interests in novel robot manipulators, their design, modeling, and control, animated architecture, general nonlinear control strategies, as well as pedagogy.
I believe my research history and experience makes me a compelling candidate for any position requiring the modeling, control, and design of mechatronic systems, and welcome any contact
Research Assistant
Development of non-linear model-based control and estimation strategies, system modeling, simulation, prototyping, test-bench development, experimental verification, and laboratory resource management.
Lecturer
Lecturer for freshman engineering class introducing students to MatLab programming.
Visiting Assistant Professor and Undergraduate Laboratory Coordinator
Teaching class, Laboratory Coordinator, Laboratory class development, Senior Design development
Graduate Research Assistant
Conducting research on various projects involving robotics, nonlinear control, system design, and sensor integration.
PhD Candidate
I currently work in the Robotics & Mechatronics Laboratory at Clemson University, primarily under Dr. Ian Walker and Dr. Darren Dawson. My dissertation aims to augment the existing understanding in the field of extensible continuum manipulators by focusing on the development of simple dynamic models, model-based task- and configuration-space controllers, and self-motion analysis. These robots take inspiration from the Animal Kingdom, and are based on elephant trunks, octopus arms, and giraffe tongues.
Research Engineer
Part of a team responsible for the design and development of biologically inspired robots.
Graduate Teaching Assistant
This job includes:
- Developing material and teaching Sophomore and Junior level labs, and supervising junior Teaching Assistants.
- Conducting problem solving sessions throughout the semester.
Graduate Research Assistant
Development of non-linear model-based control and estimation strategies, system modeling, simulation, prototyping, test-bench development, experimental verification, and laboratory resource management.
Graduate Certificate
Engineering and Science Education
This certificate is designed for graduate students who seek experience in preparation for an academic career, as well as those who wish to further their understanding of the education process in engineering and science.
PhD
Electrical Engineering
Master of Science (M.S.)
Electrical Engineering
Research Assistant
Development of non-linear model-based control and estimation strategies, system modeling, simulation, prototyping, test-bench development, experimental verification, and laboratory resource management.
Lecturer
Lecturer for freshman engineering class introducing students to MatLab programming.
Visiting Assistant Professor and Undergraduate Laboratory Coordinator
Teaching class, Laboratory Coordinator, Laboratory class development, Senior Design development
Graduate Research Assistant
Conducting research on various projects involving robotics, nonlinear control, system design, and sensor integration.
PhD Candidate
I currently work in the Robotics & Mechatronics Laboratory at Clemson University, primarily under Dr. Ian Walker and Dr. Darren Dawson. My dissertation aims to augment the existing understanding in the field of extensible continuum manipulators by focusing on the development of simple dynamic models, model-based task- and configuration-space controllers, and self-motion analysis. These robots take inspiration from the Animal Kingdom, and are based on elephant trunks, octopus arms, and giraffe tongues.
Computer Technology and Application
In this paper, the authors present a new control strategy for continuous backbone (continuum) "trunk and tentacle" robots. Control of this emerging new class of robots has proved difficult due to the inherent complexity of their dynamics. Using a recently established full dynamic model, the authors introduce a new nonlinear model-based control strategy for continuum robots. The approach is applicable to continuum robots which can extend/contract as well as bend throughout their structure. Results are illustrated using the mathematical model of a three-section, six-degree of freedom planar continuum robot.
Computer Technology and Application
In this paper, the authors present a new control strategy for continuous backbone (continuum) "trunk and tentacle" robots. Control of this emerging new class of robots has proved difficult due to the inherent complexity of their dynamics. Using a recently established full dynamic model, the authors introduce a new nonlinear model-based control strategy for continuum robots. The approach is applicable to continuum robots which can extend/contract as well as bend throughout their structure. Results are illustrated using the mathematical model of a three-section, six-degree of freedom planar continuum robot.
Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Computer Technology and Application
In this paper, the authors present a new control strategy for continuous backbone (continuum) "trunk and tentacle" robots. Control of this emerging new class of robots has proved difficult due to the inherent complexity of their dynamics. Using a recently established full dynamic model, the authors introduce a new nonlinear model-based control strategy for continuum robots. The approach is applicable to continuum robots which can extend/contract as well as bend throughout their structure. Results are illustrated using the mathematical model of a three-section, six-degree of freedom planar continuum robot.
Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
IEEE
In this paper, we present a new approach towards the control of continuous backbone (continuum) “trunk and tentacle” robots. Development of model-based control algorithms for this new and emerging class of robots has been relatively slow due to the inherent complexity of their mathematical models. Using the recently developed kinematics, velocity Jacobian and full dynamic model, a simple nonlinear task-space controller established for rigid-link robots is adapted and extended for continuum manipulators for the regulation of its tip or locations in task space along its backbone. This approach is applicable to all continuum robots with extension/ contraction and bending capabilities. Results are shown using a three-section, six degree-of-freedom planar continuum robot.
IEEE
This paper details closed-loop control experiments that were conducted on an extensible continuum manipulator, the OctArm. The performance of three controllers are shown here. The controllers can be classified into two categories: Closed-loop configuration-space control and closed loop task-space teleoperation. Two controllers were tested in the configuration-space control experiments: a proportional-derivative (PD) controller and a nonlinear sliding-mode controller. The third controller is also shown in which the redundant extensible continuum manipulator tip tracks the motion of a kinematically-dissimilar non-redundant rigid-link master system. The results of these experiments confirm the ability of the control strategies to effectively control continuum robot hardware.
IEEE
In this paper, teleoperated control of a kinematically redundant, continuum slave manipulator with a non-redundant, rigid-link master system is considered. This problem is novel because the self-motion of the redundant robot can be utilized to achieve secondary control objectives while allowing the user to concentrate on controlling only the tip of the slave system. To that end, feedback linearizing controllers are proposed for both the master and slave systems, whose effectiveness is demonstrated using numerical simulations for the case of singularity avoidance as a subtask.
Computer Technology and Application
In this paper, the authors present a new control strategy for continuous backbone (continuum) "trunk and tentacle" robots. Control of this emerging new class of robots has proved difficult due to the inherent complexity of their dynamics. Using a recently established full dynamic model, the authors introduce a new nonlinear model-based control strategy for continuum robots. The approach is applicable to continuum robots which can extend/contract as well as bend throughout their structure. Results are illustrated using the mathematical model of a three-section, six-degree of freedom planar continuum robot.
Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
IEEE
In this paper, we present a new approach towards the control of continuous backbone (continuum) “trunk and tentacle” robots. Development of model-based control algorithms for this new and emerging class of robots has been relatively slow due to the inherent complexity of their mathematical models. Using the recently developed kinematics, velocity Jacobian and full dynamic model, a simple nonlinear task-space controller established for rigid-link robots is adapted and extended for continuum manipulators for the regulation of its tip or locations in task space along its backbone. This approach is applicable to all continuum robots with extension/ contraction and bending capabilities. Results are shown using a three-section, six degree-of-freedom planar continuum robot.
IEEE
This paper details closed-loop control experiments that were conducted on an extensible continuum manipulator, the OctArm. The performance of three controllers are shown here. The controllers can be classified into two categories: Closed-loop configuration-space control and closed loop task-space teleoperation. Two controllers were tested in the configuration-space control experiments: a proportional-derivative (PD) controller and a nonlinear sliding-mode controller. The third controller is also shown in which the redundant extensible continuum manipulator tip tracks the motion of a kinematically-dissimilar non-redundant rigid-link master system. The results of these experiments confirm the ability of the control strategies to effectively control continuum robot hardware.
IEEE
In this paper, teleoperated control of a kinematically redundant, continuum slave manipulator with a non-redundant, rigid-link master system is considered. This problem is novel because the self-motion of the redundant robot can be utilized to achieve secondary control objectives while allowing the user to concentrate on controlling only the tip of the slave system. To that end, feedback linearizing controllers are proposed for both the master and slave systems, whose effectiveness is demonstrated using numerical simulations for the case of singularity avoidance as a subtask.
IEEE Int. Conf. Rob. Autom.
We discuss disciplinary barriers which have traditionally prevented robotics from significantly impacting the built (architectural) environment we inhabit. Specifically, we describe the implementation of, and lessons learned from, a multidisciplinary graduate-level course in Architectural Robotics. The results from class interactions and projects provide insight into novel ways in which robotics expertise can be effectively leveraged in architecture. Conversely, our outcomes suggest ways in which the knowledge and perspective of architects could stimulate significant innovations in robotics.
Computer Technology and Application
In this paper, the authors present a new control strategy for continuous backbone (continuum) "trunk and tentacle" robots. Control of this emerging new class of robots has proved difficult due to the inherent complexity of their dynamics. Using a recently established full dynamic model, the authors introduce a new nonlinear model-based control strategy for continuum robots. The approach is applicable to continuum robots which can extend/contract as well as bend throughout their structure. Results are illustrated using the mathematical model of a three-section, six-degree of freedom planar continuum robot.
Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
IEEE
In this paper, we present a new approach towards the control of continuous backbone (continuum) “trunk and tentacle” robots. Development of model-based control algorithms for this new and emerging class of robots has been relatively slow due to the inherent complexity of their mathematical models. Using the recently developed kinematics, velocity Jacobian and full dynamic model, a simple nonlinear task-space controller established for rigid-link robots is adapted and extended for continuum manipulators for the regulation of its tip or locations in task space along its backbone. This approach is applicable to all continuum robots with extension/ contraction and bending capabilities. Results are shown using a three-section, six degree-of-freedom planar continuum robot.
IEEE
This paper details closed-loop control experiments that were conducted on an extensible continuum manipulator, the OctArm. The performance of three controllers are shown here. The controllers can be classified into two categories: Closed-loop configuration-space control and closed loop task-space teleoperation. Two controllers were tested in the configuration-space control experiments: a proportional-derivative (PD) controller and a nonlinear sliding-mode controller. The third controller is also shown in which the redundant extensible continuum manipulator tip tracks the motion of a kinematically-dissimilar non-redundant rigid-link master system. The results of these experiments confirm the ability of the control strategies to effectively control continuum robot hardware.
IEEE
In this paper, teleoperated control of a kinematically redundant, continuum slave manipulator with a non-redundant, rigid-link master system is considered. This problem is novel because the self-motion of the redundant robot can be utilized to achieve secondary control objectives while allowing the user to concentrate on controlling only the tip of the slave system. To that end, feedback linearizing controllers are proposed for both the master and slave systems, whose effectiveness is demonstrated using numerical simulations for the case of singularity avoidance as a subtask.
IEEE Int. Conf. Rob. Autom.
We discuss disciplinary barriers which have traditionally prevented robotics from significantly impacting the built (architectural) environment we inhabit. Specifically, we describe the implementation of, and lessons learned from, a multidisciplinary graduate-level course in Architectural Robotics. The results from class interactions and projects provide insight into novel ways in which robotics expertise can be effectively leveraged in architecture. Conversely, our outcomes suggest ways in which the knowledge and perspective of architects could stimulate significant innovations in robotics.
American Control Conference (ACC), pp. 6734 - 6739
A novel robust controller is proposed for a continuous-stirred tank bioreactor that controls the culture dilution rate into the bioreactor in order to maximize a cost function representing the biomass yield. To that end, an optimal desired biomass concentration trajectory is designed based on a numerical extremum-seeking algorithm to maximize the biomass yield. A nonlinear robust controller is designed to ensure the biomass concentration tracks the desired trajectory while providing stable operation. Lyapunov-based stability analyses are used to prove semi-global tracking.
Computer Technology and Application
In this paper, the authors present a new control strategy for continuous backbone (continuum) "trunk and tentacle" robots. Control of this emerging new class of robots has proved difficult due to the inherent complexity of their dynamics. Using a recently established full dynamic model, the authors introduce a new nonlinear model-based control strategy for continuum robots. The approach is applicable to continuum robots which can extend/contract as well as bend throughout their structure. Results are illustrated using the mathematical model of a three-section, six-degree of freedom planar continuum robot.
Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
IEEE
In this paper, we present a new approach towards the control of continuous backbone (continuum) “trunk and tentacle” robots. Development of model-based control algorithms for this new and emerging class of robots has been relatively slow due to the inherent complexity of their mathematical models. Using the recently developed kinematics, velocity Jacobian and full dynamic model, a simple nonlinear task-space controller established for rigid-link robots is adapted and extended for continuum manipulators for the regulation of its tip or locations in task space along its backbone. This approach is applicable to all continuum robots with extension/ contraction and bending capabilities. Results are shown using a three-section, six degree-of-freedom planar continuum robot.
IEEE
This paper details closed-loop control experiments that were conducted on an extensible continuum manipulator, the OctArm. The performance of three controllers are shown here. The controllers can be classified into two categories: Closed-loop configuration-space control and closed loop task-space teleoperation. Two controllers were tested in the configuration-space control experiments: a proportional-derivative (PD) controller and a nonlinear sliding-mode controller. The third controller is also shown in which the redundant extensible continuum manipulator tip tracks the motion of a kinematically-dissimilar non-redundant rigid-link master system. The results of these experiments confirm the ability of the control strategies to effectively control continuum robot hardware.
IEEE
In this paper, teleoperated control of a kinematically redundant, continuum slave manipulator with a non-redundant, rigid-link master system is considered. This problem is novel because the self-motion of the redundant robot can be utilized to achieve secondary control objectives while allowing the user to concentrate on controlling only the tip of the slave system. To that end, feedback linearizing controllers are proposed for both the master and slave systems, whose effectiveness is demonstrated using numerical simulations for the case of singularity avoidance as a subtask.
IEEE Int. Conf. Rob. Autom.
We discuss disciplinary barriers which have traditionally prevented robotics from significantly impacting the built (architectural) environment we inhabit. Specifically, we describe the implementation of, and lessons learned from, a multidisciplinary graduate-level course in Architectural Robotics. The results from class interactions and projects provide insight into novel ways in which robotics expertise can be effectively leveraged in architecture. Conversely, our outcomes suggest ways in which the knowledge and perspective of architects could stimulate significant innovations in robotics.
American Control Conference (ACC), pp. 6734 - 6739
A novel robust controller is proposed for a continuous-stirred tank bioreactor that controls the culture dilution rate into the bioreactor in order to maximize a cost function representing the biomass yield. To that end, an optimal desired biomass concentration trajectory is designed based on a numerical extremum-seeking algorithm to maximize the biomass yield. A nonlinear robust controller is designed to ensure the biomass concentration tracks the desired trajectory while providing stable operation. Lyapunov-based stability analyses are used to prove semi-global tracking.
WSEAS
In this paper, we present a new control strategy for continuous backbone (continuum) ”trunk and tentacle” robots. Control of this emerging new class of robots has proved difficult due to the inherent complexity of their dynamics. Using a recently established full dynamic model, we introduce a new nonlinear model-based control strategy for continuum robots. The approach is applicable to continuum robots which can extend/contract as well as bend throughout their structure. Results are illustrated using the mathematical model of a three-section, six degree of freedom planar continuum robot.
Computer Technology and Application
In this paper, the authors present a new control strategy for continuous backbone (continuum) "trunk and tentacle" robots. Control of this emerging new class of robots has proved difficult due to the inherent complexity of their dynamics. Using a recently established full dynamic model, the authors introduce a new nonlinear model-based control strategy for continuum robots. The approach is applicable to continuum robots which can extend/contract as well as bend throughout their structure. Results are illustrated using the mathematical model of a three-section, six-degree of freedom planar continuum robot.
Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
IEEE
In this paper, we present a new approach towards the control of continuous backbone (continuum) “trunk and tentacle” robots. Development of model-based control algorithms for this new and emerging class of robots has been relatively slow due to the inherent complexity of their mathematical models. Using the recently developed kinematics, velocity Jacobian and full dynamic model, a simple nonlinear task-space controller established for rigid-link robots is adapted and extended for continuum manipulators for the regulation of its tip or locations in task space along its backbone. This approach is applicable to all continuum robots with extension/ contraction and bending capabilities. Results are shown using a three-section, six degree-of-freedom planar continuum robot.
IEEE
This paper details closed-loop control experiments that were conducted on an extensible continuum manipulator, the OctArm. The performance of three controllers are shown here. The controllers can be classified into two categories: Closed-loop configuration-space control and closed loop task-space teleoperation. Two controllers were tested in the configuration-space control experiments: a proportional-derivative (PD) controller and a nonlinear sliding-mode controller. The third controller is also shown in which the redundant extensible continuum manipulator tip tracks the motion of a kinematically-dissimilar non-redundant rigid-link master system. The results of these experiments confirm the ability of the control strategies to effectively control continuum robot hardware.
IEEE
In this paper, teleoperated control of a kinematically redundant, continuum slave manipulator with a non-redundant, rigid-link master system is considered. This problem is novel because the self-motion of the redundant robot can be utilized to achieve secondary control objectives while allowing the user to concentrate on controlling only the tip of the slave system. To that end, feedback linearizing controllers are proposed for both the master and slave systems, whose effectiveness is demonstrated using numerical simulations for the case of singularity avoidance as a subtask.
IEEE Int. Conf. Rob. Autom.
We discuss disciplinary barriers which have traditionally prevented robotics from significantly impacting the built (architectural) environment we inhabit. Specifically, we describe the implementation of, and lessons learned from, a multidisciplinary graduate-level course in Architectural Robotics. The results from class interactions and projects provide insight into novel ways in which robotics expertise can be effectively leveraged in architecture. Conversely, our outcomes suggest ways in which the knowledge and perspective of architects could stimulate significant innovations in robotics.
American Control Conference (ACC), pp. 6734 - 6739
A novel robust controller is proposed for a continuous-stirred tank bioreactor that controls the culture dilution rate into the bioreactor in order to maximize a cost function representing the biomass yield. To that end, an optimal desired biomass concentration trajectory is designed based on a numerical extremum-seeking algorithm to maximize the biomass yield. A nonlinear robust controller is designed to ensure the biomass concentration tracks the desired trajectory while providing stable operation. Lyapunov-based stability analyses are used to prove semi-global tracking.
WSEAS
In this paper, we present a new control strategy for continuous backbone (continuum) ”trunk and tentacle” robots. Control of this emerging new class of robots has proved difficult due to the inherent complexity of their dynamics. Using a recently established full dynamic model, we introduce a new nonlinear model-based control strategy for continuum robots. The approach is applicable to continuum robots which can extend/contract as well as bend throughout their structure. Results are illustrated using the mathematical model of a three-section, six degree of freedom planar continuum robot.
Robotics and Automation Magazine
Computer Technology and Application
In this paper, the authors present a new control strategy for continuous backbone (continuum) "trunk and tentacle" robots. Control of this emerging new class of robots has proved difficult due to the inherent complexity of their dynamics. Using a recently established full dynamic model, the authors introduce a new nonlinear model-based control strategy for continuum robots. The approach is applicable to continuum robots which can extend/contract as well as bend throughout their structure. Results are illustrated using the mathematical model of a three-section, six-degree of freedom planar continuum robot.
Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
IEEE
In this paper, we present a new approach towards the control of continuous backbone (continuum) “trunk and tentacle” robots. Development of model-based control algorithms for this new and emerging class of robots has been relatively slow due to the inherent complexity of their mathematical models. Using the recently developed kinematics, velocity Jacobian and full dynamic model, a simple nonlinear task-space controller established for rigid-link robots is adapted and extended for continuum manipulators for the regulation of its tip or locations in task space along its backbone. This approach is applicable to all continuum robots with extension/ contraction and bending capabilities. Results are shown using a three-section, six degree-of-freedom planar continuum robot.
IEEE
This paper details closed-loop control experiments that were conducted on an extensible continuum manipulator, the OctArm. The performance of three controllers are shown here. The controllers can be classified into two categories: Closed-loop configuration-space control and closed loop task-space teleoperation. Two controllers were tested in the configuration-space control experiments: a proportional-derivative (PD) controller and a nonlinear sliding-mode controller. The third controller is also shown in which the redundant extensible continuum manipulator tip tracks the motion of a kinematically-dissimilar non-redundant rigid-link master system. The results of these experiments confirm the ability of the control strategies to effectively control continuum robot hardware.
IEEE
In this paper, teleoperated control of a kinematically redundant, continuum slave manipulator with a non-redundant, rigid-link master system is considered. This problem is novel because the self-motion of the redundant robot can be utilized to achieve secondary control objectives while allowing the user to concentrate on controlling only the tip of the slave system. To that end, feedback linearizing controllers are proposed for both the master and slave systems, whose effectiveness is demonstrated using numerical simulations for the case of singularity avoidance as a subtask.
IEEE Int. Conf. Rob. Autom.
We discuss disciplinary barriers which have traditionally prevented robotics from significantly impacting the built (architectural) environment we inhabit. Specifically, we describe the implementation of, and lessons learned from, a multidisciplinary graduate-level course in Architectural Robotics. The results from class interactions and projects provide insight into novel ways in which robotics expertise can be effectively leveraged in architecture. Conversely, our outcomes suggest ways in which the knowledge and perspective of architects could stimulate significant innovations in robotics.
American Control Conference (ACC), pp. 6734 - 6739
A novel robust controller is proposed for a continuous-stirred tank bioreactor that controls the culture dilution rate into the bioreactor in order to maximize a cost function representing the biomass yield. To that end, an optimal desired biomass concentration trajectory is designed based on a numerical extremum-seeking algorithm to maximize the biomass yield. A nonlinear robust controller is designed to ensure the biomass concentration tracks the desired trajectory while providing stable operation. Lyapunov-based stability analyses are used to prove semi-global tracking.
WSEAS
In this paper, we present a new control strategy for continuous backbone (continuum) ”trunk and tentacle” robots. Control of this emerging new class of robots has proved difficult due to the inherent complexity of their dynamics. Using a recently established full dynamic model, we introduce a new nonlinear model-based control strategy for continuum robots. The approach is applicable to continuum robots which can extend/contract as well as bend throughout their structure. Results are illustrated using the mathematical model of a three-section, six degree of freedom planar continuum robot.
Robotics and Automation Magazine
WSEAS
We describe the design, construction, and operation of a novel continuous backbone “continuum” robot. Inspired by biological trunks and tentacles, the robot is actuated by the pneumatic muscles which form its structure. In contrast to previous designs, the actuators are contractor muscles, which decrease in length as pressure is increased. This choice of actuator results in novel and improved performance with respect to previous pneumatically actuated trunk robots, particularly in use as an active hook. We detail the design process, discuss construction issues, and describe the results of initial experiments using the robot.
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