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Enabling Dynamic Behaviors With Aerodynamic Drag in Lightweight Tails | IEEE Journals & Magazine | IEEE Xplore

Enabling Dynamic Behaviors With Aerodynamic Drag in Lightweight Tails


Abstract:

Many agile legged animals employ lightweight, furry tails to regulate orientation during running, leaping, and turning. Most robots attempting the same tasks either lack ...Show More

Abstract:

Many agile legged animals employ lightweight, furry tails to regulate orientation during running, leaping, and turning. Most robots attempting the same tasks either lack a tail or employ one with high inertia, which can induce impractical payload and energy costs. Inspired by nature's solution to this tradeoff, we explore the use of aerodynamic drag tails in reorientation tasks. In this article, we present a model of the aerodynamic drag and from this derive a metric that allows for direct comparison between aerodynamic and inertial tails. Motivated by this model, we construct a tail to maximize this effectiveness while minimizing inertia. We demonstrate the utility of this tail for two dynamic behaviors executed on a quadrupedal robot. First, in aerial reorientation the robot achieves a 90° rotation within one body length of fall at the same performance as an inertial tail but with just 37% of the normalized inertia. Second, the forward acceleration of the robot is improved by 12% despite increasing the system mass by 10% over a tailless version. These results show that aerodynamic drag can provide significant control authority for a robot while decreasing the payload and energy cost.
Published in: IEEE Transactions on Robotics ( Volume: 37, Issue: 4, August 2021)
Page(s): 1144 - 1153
Date of Publication: 06 January 2021

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Author image of Joseph Norby
Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
Joseph Norby (Student Member, IEEE) was born in Minneapolis, MN, USA, in 1994. He received the B.S. degree in mechanical engineering from the University of Notre Dame, Notre Dame, IN, USA, in 2016. He is currently working toward the Ph.D. degree in mechanical engineering with Carnegie Mellon University, Pittsburgh, PA, USA.
He was previously a Research Assistant with the Locomotion and Biomechanics Laboratory, University o...Show More
Joseph Norby (Student Member, IEEE) was born in Minneapolis, MN, USA, in 1994. He received the B.S. degree in mechanical engineering from the University of Notre Dame, Notre Dame, IN, USA, in 2016. He is currently working toward the Ph.D. degree in mechanical engineering with Carnegie Mellon University, Pittsburgh, PA, USA.
He was previously a Research Assistant with the Locomotion and Biomechanics Laboratory, University o...View more
Author image of Jun Yang Li
Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
Jun Yang Li received the B.S. and M.S. degrees in mechanical engineering in 2019 from Carnegie Mellon University, Pittsburgh, PA, USA, in 2018 and 2019, respectively.
From September 2018 to May 2019, he was a Research Assistant with the Robomechanics Lab, Carnegie Mellon University. From 2019 to 2020, he was a Mechanical Designer Intern with the HG Tech, Wuhan, China.
Jun Yang Li received the B.S. and M.S. degrees in mechanical engineering in 2019 from Carnegie Mellon University, Pittsburgh, PA, USA, in 2018 and 2019, respectively.
From September 2018 to May 2019, he was a Research Assistant with the Robomechanics Lab, Carnegie Mellon University. From 2019 to 2020, he was a Mechanical Designer Intern with the HG Tech, Wuhan, China.View more
Author image of Cameron Selby
Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
Cameron Selby was born in Pittsburgh, PA, USA, in 1996. He received the B.S. and M.S. degrees in mechanical engineering from Carnegie Mellon University, Pittsburgh, PA, USA, in 2019.
He currently works in the robotics and silicon industries as a Mechanical Engineer with the BriteLab Inc., San Jose, CA, USA. He was previously an Automation Solutions Engineer with the Rollon Corporation, Hackettstown, NY, USA, and a Mechanic...Show More
Cameron Selby was born in Pittsburgh, PA, USA, in 1996. He received the B.S. and M.S. degrees in mechanical engineering from Carnegie Mellon University, Pittsburgh, PA, USA, in 2019.
He currently works in the robotics and silicon industries as a Mechanical Engineer with the BriteLab Inc., San Jose, CA, USA. He was previously an Automation Solutions Engineer with the Rollon Corporation, Hackettstown, NY, USA, and a Mechanic...View more
Author image of Amir Patel
Department of Electrical Engineering, University of Cape Town, Private Bag X3, Rondebosch, South Africa
Amir Patel (Member, IEEE) received the B.S. degree in mechatronics, the M.S. degree in control engineering, and the Ph.D. degree in mechatronics from the University of Cape Town, Cape Town, South Africa, in 2009, 2011, and 2014, respectively.
He is currently an Associate Professor with the Department of Electrical Engineering, University of Cape Town, and the Director of the African Robotics Unit. He was previously a Visit...Show More
Amir Patel (Member, IEEE) received the B.S. degree in mechatronics, the M.S. degree in control engineering, and the Ph.D. degree in mechatronics from the University of Cape Town, Cape Town, South Africa, in 2009, 2011, and 2014, respectively.
He is currently an Associate Professor with the Department of Electrical Engineering, University of Cape Town, and the Director of the African Robotics Unit. He was previously a Visit...View more
Author image of Aaron M. Johnson
Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
Aaron M. Johnson (Senior Member, IEEE) was born in Washington, DC, USA. He received the B.S. degree in electrical and computer engineering from Carnegie Mellon University, Pittsburgh, PA, USA, in 2008 and the Ph.D. degree in electrical and systems engineering from University of Pennsylvania, Philadelphia, PA, USA, in 2014.
He is currently an Assistant Professor of Mechanical Engineering with the Carnegie Mellon University,...Show More
Aaron M. Johnson (Senior Member, IEEE) was born in Washington, DC, USA. He received the B.S. degree in electrical and computer engineering from Carnegie Mellon University, Pittsburgh, PA, USA, in 2008 and the Ph.D. degree in electrical and systems engineering from University of Pennsylvania, Philadelphia, PA, USA, in 2014.
He is currently an Assistant Professor of Mechanical Engineering with the Carnegie Mellon University,...View more

I. Introduction

Terrestrial animals often use tails to help a wide variety of behaviors that are traditionally challenging for robots. Agama lizards use their long, heavy tails to reorient in mid-air after unexpected foot slip, a failure mode which is often fatal for legged robots [1], [2]. Kangaroos use their tails for stability when hopping and even support themselves with their tails while walking [3], [4]. Although humans do not have tails, we swing our arms to the same effect while walking and running, increasing both lateral balance and energy efficiency [5].

Author image of Joseph Norby
Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
Joseph Norby (Student Member, IEEE) was born in Minneapolis, MN, USA, in 1994. He received the B.S. degree in mechanical engineering from the University of Notre Dame, Notre Dame, IN, USA, in 2016. He is currently working toward the Ph.D. degree in mechanical engineering with Carnegie Mellon University, Pittsburgh, PA, USA.
He was previously a Research Assistant with the Locomotion and Biomechanics Laboratory, University of Notre Dame, and a Mechanical Engineering Intern with the Ziegler CAT, Rochester, MN, USA. His research interests include legged locomotion, motion planning, nonlinear controls, and hybrid dynamical systems.
Mr. Norby is a National Science Foundation Graduate Research Fellow. He is a member of the American Physical Society.
Joseph Norby (Student Member, IEEE) was born in Minneapolis, MN, USA, in 1994. He received the B.S. degree in mechanical engineering from the University of Notre Dame, Notre Dame, IN, USA, in 2016. He is currently working toward the Ph.D. degree in mechanical engineering with Carnegie Mellon University, Pittsburgh, PA, USA.
He was previously a Research Assistant with the Locomotion and Biomechanics Laboratory, University of Notre Dame, and a Mechanical Engineering Intern with the Ziegler CAT, Rochester, MN, USA. His research interests include legged locomotion, motion planning, nonlinear controls, and hybrid dynamical systems.
Mr. Norby is a National Science Foundation Graduate Research Fellow. He is a member of the American Physical Society.View more
Author image of Jun Yang Li
Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
Jun Yang Li received the B.S. and M.S. degrees in mechanical engineering in 2019 from Carnegie Mellon University, Pittsburgh, PA, USA, in 2018 and 2019, respectively.
From September 2018 to May 2019, he was a Research Assistant with the Robomechanics Lab, Carnegie Mellon University. From 2019 to 2020, he was a Mechanical Designer Intern with the HG Tech, Wuhan, China.
Jun Yang Li received the B.S. and M.S. degrees in mechanical engineering in 2019 from Carnegie Mellon University, Pittsburgh, PA, USA, in 2018 and 2019, respectively.
From September 2018 to May 2019, he was a Research Assistant with the Robomechanics Lab, Carnegie Mellon University. From 2019 to 2020, he was a Mechanical Designer Intern with the HG Tech, Wuhan, China.View more
Author image of Cameron Selby
Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
Cameron Selby was born in Pittsburgh, PA, USA, in 1996. He received the B.S. and M.S. degrees in mechanical engineering from Carnegie Mellon University, Pittsburgh, PA, USA, in 2019.
He currently works in the robotics and silicon industries as a Mechanical Engineer with the BriteLab Inc., San Jose, CA, USA. He was previously an Automation Solutions Engineer with the Rollon Corporation, Hackettstown, NY, USA, and a Mechanical Engineering Intern with the Lutron Electronics Company, Coopersburg, PA, USA.
Cameron Selby was born in Pittsburgh, PA, USA, in 1996. He received the B.S. and M.S. degrees in mechanical engineering from Carnegie Mellon University, Pittsburgh, PA, USA, in 2019.
He currently works in the robotics and silicon industries as a Mechanical Engineer with the BriteLab Inc., San Jose, CA, USA. He was previously an Automation Solutions Engineer with the Rollon Corporation, Hackettstown, NY, USA, and a Mechanical Engineering Intern with the Lutron Electronics Company, Coopersburg, PA, USA.View more
Author image of Amir Patel
Department of Electrical Engineering, University of Cape Town, Private Bag X3, Rondebosch, South Africa
Amir Patel (Member, IEEE) received the B.S. degree in mechatronics, the M.S. degree in control engineering, and the Ph.D. degree in mechatronics from the University of Cape Town, Cape Town, South Africa, in 2009, 2011, and 2014, respectively.
He is currently an Associate Professor with the Department of Electrical Engineering, University of Cape Town, and the Director of the African Robotics Unit. He was previously a Visiting Research Scholar with Carnegie Mellon University, Pittsburgh, PA, USA, and Johns Hopkins University, Baltimore, MD, USA, and a Senior Software Developer with Tellumat, Shelton, CT, USA. His research interests include maneuverability in legged animals, bioinspired robotics, optimal control, and novel sensing systems.
Dr. Patel was awarded the Claude Leon Merit Award in 2016 and then the Oppenheimer Memorial Trust Fellowship in 2018. He was a runner-up for the IEEE-RAS Technical Committee on Model-Based Optimization for Robotics Best Paper Award in 2019.
Amir Patel (Member, IEEE) received the B.S. degree in mechatronics, the M.S. degree in control engineering, and the Ph.D. degree in mechatronics from the University of Cape Town, Cape Town, South Africa, in 2009, 2011, and 2014, respectively.
He is currently an Associate Professor with the Department of Electrical Engineering, University of Cape Town, and the Director of the African Robotics Unit. He was previously a Visiting Research Scholar with Carnegie Mellon University, Pittsburgh, PA, USA, and Johns Hopkins University, Baltimore, MD, USA, and a Senior Software Developer with Tellumat, Shelton, CT, USA. His research interests include maneuverability in legged animals, bioinspired robotics, optimal control, and novel sensing systems.
Dr. Patel was awarded the Claude Leon Merit Award in 2016 and then the Oppenheimer Memorial Trust Fellowship in 2018. He was a runner-up for the IEEE-RAS Technical Committee on Model-Based Optimization for Robotics Best Paper Award in 2019.View more
Author image of Aaron M. Johnson
Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USA
Aaron M. Johnson (Senior Member, IEEE) was born in Washington, DC, USA. He received the B.S. degree in electrical and computer engineering from Carnegie Mellon University, Pittsburgh, PA, USA, in 2008 and the Ph.D. degree in electrical and systems engineering from University of Pennsylvania, Philadelphia, PA, USA, in 2014.
He is currently an Assistant Professor of Mechanical Engineering with the Carnegie Mellon University, with appointments with the Robotics Institute and Electrical and Computer Engineering Department. He was previously a Postdoctoral Fellow with Carnegie Mellon University and the University of Pennsylvania. His research interests include legged robots, contact-rich manipulation, hybrid dynamical systems, robust control, physics based planning and learning, and bioinspired robotics.
Dr. Johnson is a member of the American Society of Mechanical Engineers and the American Society for Engineering Education. He is an Associate Editor for the IEEE International Conference on Robotics and Automation. He was a runner-up for the IEEE-RAS Technical Committee on Model-Based Optimization for Robotics Best Paper Award in 2019. He was the recipient of the NSF CAREER award in 2020 and the ARO Young Investigator Award in 2018.
Aaron M. Johnson (Senior Member, IEEE) was born in Washington, DC, USA. He received the B.S. degree in electrical and computer engineering from Carnegie Mellon University, Pittsburgh, PA, USA, in 2008 and the Ph.D. degree in electrical and systems engineering from University of Pennsylvania, Philadelphia, PA, USA, in 2014.
He is currently an Assistant Professor of Mechanical Engineering with the Carnegie Mellon University, with appointments with the Robotics Institute and Electrical and Computer Engineering Department. He was previously a Postdoctoral Fellow with Carnegie Mellon University and the University of Pennsylvania. His research interests include legged robots, contact-rich manipulation, hybrid dynamical systems, robust control, physics based planning and learning, and bioinspired robotics.
Dr. Johnson is a member of the American Society of Mechanical Engineers and the American Society for Engineering Education. He is an Associate Editor for the IEEE International Conference on Robotics and Automation. He was a runner-up for the IEEE-RAS Technical Committee on Model-Based Optimization for Robotics Best Paper Award in 2019. He was the recipient of the NSF CAREER award in 2020 and the ARO Young Investigator Award in 2018.View more
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