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About me

Posts

portfolio

publications

High performance full attitude control of a quadrotor on SO(3)

Published in 2015 IEEE International Conference on Robotics and Automation (ICRA), 2015

A quadrotor controller developed by me and my DJI colleagues.

Recommended citation: Yu, Yun, Shuo Yang, Mingxi Wang, Cheng Li, and Zexiang Li. "High performance full attitude control of a quadrotor on SO (3)." In 2015 IEEE International Conference on Robotics and Automation (ICRA), pp. 1698-1703. IEEE, 2015. https://ieeexplore.ieee.org/abstract/document/7139416

Equality Constrained Linear Optimal Control With Factor Graphs

Published in 2021 IEEE International Conference on Robotics and Automation (ICRA), 2021

A theoratical attempt to unify trajectory generation and state estimation.

Recommended citation: Yang, Shuo, Gerry Chen, Yetong Zhang, Howie Choset, and Frank Dellaert. "Equality constrained linear optimal control with factor graphs." In 2021 IEEE International Conference on Robotics and Automation (ICRA), pp. 9717-9723. IEEE, 2021. https://ieeexplore.ieee.org/abstract/document/9562000

Online Kinematic Calibration for Legged Robots

Published in IEEE Robotics And Automation Letters & 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022

Calibrate kinematic parameters online for legged robots.

Recommended citation: Yang, Shuo and Choset, Howie and Manchester, Zachary. "Online Kinematic Calibration for Legged Robots," in IEEE Robotics and Automation Letters, 2022, doi: 10.1109/LRA.2022.3186501 https://ieeexplore.ieee.org/document/9807408

Enhanced Balance for Legged Robots Using Reaction Wheels

Published in 2023 IEEE International Conference on Robotics and Automation (ICRA), 2023

A MPC controller for a novel quadruped robot

Recommended citation: Chi-yen Lee and Yang, Shuo and Bokser, Benjamin and Manchester, Zachary. "Enhanced Balance for Legged Robots Using Reaction Wheels; In 2023 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2023.

Cerberus: Low-Drift Visual-Inertial-Leg Odometry For Agile Locomotion

Published in 2023 IEEE International Conference on Robotics and Automation (ICRA), 2023

A Visual-Inertial-Leg Odometry

Recommended citation: Yang, Shuo and Zhang, Zixin and Fu, Zhengyu and Manchester, Zachary. "Cerberus: Low-Drift Visual-Inertial-Leg Odometry For Agile Locomotion; In 2023 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2023.

Multi-IMU Proprioceptive Odometry for Legged Robots

Published in 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023

A Multi-IMU Leg Odometry

Recommended citation: Yang S, Zhang Z, Bokser B, et al. Multi-IMU Proprioceptive Odometry for Legged Robots[C]//2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2023: 774-779.

Fast Contact-implicit Model Predictive Control

Published in IEEE Transactions on Robotics, 2024

contact-implicit model predictive control

Recommended citation: Le Cleach, Simon and Howell, Taylor A and Yang, Shuo and Lee, Chi-Yen and Zhang, John and Bishop, Arun and Schwager, Mac and Manchester, Zachary. Fast contact-implicit model predictive control. IEEE Transactions on Robotics

talks

teaching

CMU 24-351 Dynamics

Undergraduate course, CMU, Mechanical Engineering, 2020

This first course on the modeling and analysis of dynamic systems concentrates on the motion of particles, systems of particles, and rigid bodies under the action of forces and moments. Topics include the kinematics of motion in rectangular, polar, and intrinsic coordinates; relative motion analysis with multiple reference frames; and planar kinetics through the second law, work-energy method, and impulse-momentum method. Time and frequency domain solutions to first and second order equations of motion are discussed.

CMU 24-352 Dynamic Systems and Controls

Undergraduate course, CMU, Mechanical Engineering, 2021

This second course on the modeling and analysis of dynamic systems emphasizes the common features, which are exhibited by physical systems that include mechanical, hydraulic, pneumatic, thermal, electrical, and electromechanical elements. State equations and the concepts of equilibrium, linearization, and stability are discussed. Time and frequency domain solutions are developed.