Demonstration venue · read-only. Every page can be browsed; the buttons that would change it are switched off. Create an account to run TaxoReview on your own data. A simulation from public publication records: the people listed were not invited and did not agree to review.
? Tutorial for this page

Scott M. Babcock

dblp:67/6078 · DBLP profile ↗
← Back
7ranked-venue papers
0as first author
0since 2021 · last 1995
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 5Systems, architecture and hardware · 5Applied, interdisciplinary, general and emerging computing · 2

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
7 papers
Motion planning and robot control · 94% Learning paradigms · 4% Robot manipulation · 2%
Theoretical computer science
1 paper
Mathematical optimization · 100%

Topics — the 15 heaviest of 16, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Motion planning and robot control
robot control
0.171995
Tracking Control of the hydraulically Actuated Flexible Manipulator · ICRA 1995
Input Shaping Filter Methods for the Control of Structurally Flexible, Long-Reach Manipulators · ICRA 1994
Real-time implementation of an optimization scheme for seven-degree-of-freedom redundant manipulators · IEEE Trans. Robotics Autom. 1991
Robotics › Motion planning and robot control › robot control
flexible manipulator control
0.021995
Tracking Control of the hydraulically Actuated Flexible Manipulator · ICRA 1995
Input Shaping Filter Methods for the Control of Structurally Flexible, Long-Reach Manipulators · ICRA 1994
Robotics › Motion planning and robot control › robot control
redundant manipulator control
0.021991
Real-time implementation of an optimization scheme for seven-degree-of-freedom redundant manipulators · IEEE Trans. Robotics Autom. 1991
A comparison of two real-time control schemes for redundant manipulators with bounded joint velocities · ICRA 1989
Robotics › Motion planning and robot control › robot control › actuator control
hydraulic actuator control
0.011995
Tracking Control of the hydraulically Actuated Flexible Manipulator · ICRA 1995
Robotics › Motion planning and robot control › robot control › vibration suppression
input shaping
0.011994
Input Shaping Filter Methods for the Control of Structurally Flexible, Long-Reach Manipulators · ICRA 1994
Robotics › Motion planning and robot control › robot control
vibration suppression
0.011994
Input Shaping Filter Methods for the Control of Structurally Flexible, Long-Reach Manipulators · ICRA 1994
Robotics › Motion planning and robot control › robot control
kinematic control
0.011991
Real-time implementation of an optimization scheme for seven-degree-of-freedom redundant manipulators · IEEE Trans. Robotics Autom. 1991
Machine learning › Learning paradigms › continual learning
gradient projection
0.011989
A comparison of two real-time control schemes for redundant manipulators with bounded joint velocities · ICRA 1989
Robotics › Motion planning and robot control › robot control › kinematic control
resolved motion rate control
0.011989
A comparison of two real-time control schemes for redundant manipulators with bounded joint velocities · ICRA 1989
Robotics › Robot manipulation › robot manipulator
compliant manipulator
0.011986
Inverse dynamics position control of a compliant manipulator · ICRA 1986
Robotics › Motion planning and robot control › robot control › model-based control
computed torque control
0.011986
Inverse dynamics position control of a compliant manipulator · ICRA 1986
Robotics › Motion planning and robot control › robot control
real-time control
0.011989
A comparison of two real-time control schemes for redundant manipulators with bounded joint velocities · ICRA 1989
Robotics › Motion planning and robot control › robot dynamics
inverse dynamics
0.011987
Inverse dynamics position control of a compliant manipulator · IEEE J. Robotics Autom. 1987
Robotics › Motion planning and robot control
manipulator control
0.011986
Inverse dynamics position control of a compliant manipulator · ICRA 1986
Robotics › Motion planning and robot control › robot control › motion control
position control
0.011986
Inverse dynamics position control of a compliant manipulator · ICRA 1986

Methods — techniques the papers use, named apart from their topics

gradient projection · 0.0jacobian formulation · 0.0shaping filter · 0.0pressure feedback · 0.0feedforward simulation filter · 0.0notch filtering · 0.0impulse shaping · 0.0fuzzy logic · 0.0feedforward simulation · 0.0resolved motion rate control · 0.0inverse dynamics · 0.0
YearPublicationVenuePosition
1995 Tracking Control of the hydraulically Actuated Flexible Manipulator
abstract
The remediation of single-shell radioactive waste storage tanks is one of the urgent tasks of the Department of Energy that challenge state-of-the-art equipment and methods. The use of long-reach manipulators is being seriously considered for this remediation task. Because of high payload capacity and high length-to-cross-section ratio requirements, these long-reach manipulator systems are expected to use hydraulic actuators and to exhibit significant structural flexibility. The controller has been designed to compensate for the hydraulic actuator dynamics by using a load-compensated velocity feedforward loop and to increase the bandwidth by using a pressure feedback loop. Shaping filter techniques have been applied as a feedforward controller to avoid structural vibrations during operation. Among various types of shaping filter methods investigated an approach, referred to as a "feedforward simulation filter" that uses embedded simulation, has been presented.
Dong-Soo Kwon, Scott M. Babcock, Barry L. Burks, Reid L. Kress
ICRA2
1994 Input Shaping Filter Methods for the Control of Structurally Flexible, Long-Reach Manipulators
abstract
Within the Environmental Restoration and Waste Management Program of the US Department of Energy, the remediation of single-shell radioactive waste storage tanks is one of the areas that challenges state-of-the-art equipment and methods. Concepts that utilize long-reach manipulators are being seriously considered for this task. Due to high payload capacity and high length-to-cross-section ratio requirements, these long-reach manipulator systems are expected to exhibit significant structural flexibility. To avoid structural vibrations during operation, various types of shaping filter methods have been investigated. A robust notch filtering method and an impulse shaping method were used as simulation benchmarks. In addition to that, two very different approaches have been developed and compared. One new approach, referred to as a "feedforward simulation filter", uses imbedded simulation with complete knowledge of the system dynamics. The other approach, "fuzzy shaping method", employs a fuzzy logic method to modify the joint trajectory from the desired end-position trajectory without precise knowledge of the system dynamics.>
Dong-Soo Kwon, Dong-Hwan Hwang, Scott M. Babcock, Barry L. Burks
ICRA3
1991 Real-time implementation of an optimization scheme for seven-degree-of-freedom redundant manipulators
abstract
A computationally efficient kinematic optimal control scheme for seven-degree-of-freedom (7-DOF) manipulators is presented. This scheme uses the gradient projection optimization method in the framework of resolved motion rate control and does not require calculation of the pseudoinverse of the Jacobian. An efficient formulation for determining joint velocities for given Cartesian components of linear and angular end-effector velocities is obtained. This control scheme is well suited for real-time implementation, which is essential if the end-effector trajectory is continuously modified based on sensory feedback. Implementation of this scheme on a Motorola 6820 VME bus-based controller of the 7-DOF manipulator is described. A comparison of computational complexity with previously available schemes is presented.>
Rajiv V. Dubey, James A. Euler, Scott M. Babcock
IEEE Trans. Robotics Autom.3
1989 A comparison of two real-time control schemes for redundant manipulators with bounded joint velocities
abstract
A comparison of two real-time control schemes for redundant manipulators is presented. Both schemes are developed in the framework of resolved rate control, and were presented by the authors in earlier articles (R.V. Dubey et al., 1988, J.A. Euler et al., 1988, and S.M. Babcock, 1988). The first scheme is the gradient projection scheme, which determines only the direction of the self-motion for the optimization of a scalar performance criterion. The second scheme determines the direction as well as the magnitude of the self motion. However, when the magnitude of the self-motion is limited by the hardware bounds on joint velocities, the results obtained using the two schemes are remarkably similar when the computational frequency is high (above 100 Hz). Therefore, the gradient projection scheme, which is computationally more efficient, is recommended. An explanation for the similarity of results is presented. Scheme 1 was implemented in real-time on a Motorola 68020 VME bus-based controller of the seven-degree-of-freedom manipulator at the Center for Engineering Systems Advanced Research.>
James A. Euler, Rajiv V. Dubey, Scott M. Babcock, William R. Hamel
ICRA3
1988 An efficient gradient projection optimization scheme for a seven-degree-of-freedom redundant robot with spherical wrist
abstract
A computationally effective kinematic control scheme is presented for a seven-degree-of-freedom redundant robot with spherical wrist. This scheme uses a gradient projection optimization method, which eliminates the need to determine the generalized inverse of the Jacobian when solving for joint velocities for given Cartesian end-effector velocities. Closed-form solutions are obtained for joint velocities using this approach. The application of this scheme to the seven-degree-of-freedom manipulator at the Center for Engineering Systems Advanced Research (CESAR) is described.>
Rajiv V. Dubey, James A. Euler, Scott M. Babcock
ICRA3
1987 Inverse dynamics position control of a compliant manipulator
abstract
The cycle time of typical industrial manipulators is limited by vibrational characteristics associated with drive train compliance. The effects of drive train compliance and actuator dynamics in a two-degree-of-freedom manipulator are modeled, and a position controller based on inverse dynamics is developed. Simulation of various controllers is performed utilizing the Advanced Continuous Simulation Language. It is shown that the closed-loop frequency response of the manipulator can be increased beyond typical industrial practices by considering the drive train compliance in the design and providing suitable feedback measurements. Simulations suggest that satisfactory performance can be obtained as high as the limit imposed by the manipulator's unmodeled higher vibration modes. The controller based on inverse dynamics is shown to effectively decouple the manipulator's nonlinearly coupled degrees-of-freedom and perform better than a linear independent joint controller which also considers drive train compliance.
M. G. Forrest-Barlach, Scott M. Babcock
IEEE J. Robotics Autom.2
1986 Inverse dynamics position control of a compliant manipulator
abstract
The cycle time of typical industrial manipulators is limited by vibrational characteristics associated with drive train compliance. In this paper the effects of drive train compliance and actuator dynamics in a two-degree-of-freedom manipulator are modeled and a position controller based on inverse dynamics is developed. Simulation of various controllers is performed utilizing the Advanced Continuous Simulation Language. It is shown that the closed loop frequency response of the manipulator can be increased beyond typical industrial practices by considering the drive train compliance in the design and providing suitable feedback measurements. Simulations suggest that satisfactory performance can be obtained as high as the limit imposed by the manipulators unmodeled higher vibration modes. The controller based on inverse dynamics is shown to effectively decouple the manipulator's nonlinearly coupled degrees of freedom and perform better than a linear independent joint controller which also considers drive train compliance.
M. G. Forrest-Barlach, Scott M. Babcock
ICRA2