Publications

Please check out Prof. Bai’s Google Scholar Profile for the complete publication list.

Hao Peng, Xiaoli Bai (2019). Limits of Machine Learning Approach on Improving Orbit Prediction Accuracy. Advanced Maui Optical and Space Surveillance (AMOS) Technologies Conference.

Gaurav Misra, Xiaoli Bai (2019). Output-Feedback Stochastic Model Predictive Control for Glideslope Tracking During Aircraft Carrier Landing. Journal of Guidance, Control, and Dynamics.

Hao Peng, Xiaoli Bai (2019). Gaussian Processes for Improving Orbit Prediction Accuracy. Acta Astronautica.

Hao Peng, Xiaoli Bai (2019). Covariance Fusion Method of Gaussian Processes Covariance and Orbital Prediction Uncertainty (Accepted). 2019 AAS/AIAA Astrodynamics Specialist Conference.

G. Misra, X. Bai (2019). Nonlinear Disturbance Observer Based Control for Polynomial Systems with Mismatched Uncertainties Using Sum-of-Squares Programming. 2019 American Control Conference (ACC).

Hao Peng, Xiaoli Bai (2019). Machine Learning Approach to Improve Satellite Orbit Prediction Accuracy Using Publicly Available Data. The Journal of the Astronautical Sciences.

Liyang Wang, Gaurav Misra, Xiaoli Bai (2019). A K Nearest Neighborhood-Based Wind Estimation for Rotary-Wing VTOL UAVs. Drones.

Gaurav Misra, Tianyu Gao, Xiaoli Bai (2019). Modeling and Simulation of UAV Carrier Landings. AIAA Scitech 2019 Forum.

Hao Peng, Xiaoli Bai (2019). Comparative Evaluation of Three Machine Learning Algorithms on Improving Orbit Prediction Accuracy (Accepted). Astrodynamics.

Hao Peng, Xiaoli Bai (2018). Natural Deep Space Satellite Constellation in the Earth-Moon Elliptic System. Acta Astronautica.

Hao Peng, Xiaoli Bai (2018). Comparison of Effective Machine Learning Algorithms on Improving Orbit Prediction Accuracy. 69th International Astronautical Congress (IAC).

Liyang Wang, Xiaoli Bai (2018). Quadrotor Autonomous Approaching and Landing on a Vessel Deck. Journal of Intelligent & Robotic Systems.

Hao Peng, Xiaoli Bai (2018). Artificial Neural Network–Based Machine Learning Approach to Improve Orbit Prediction Accuracy. Journal of Spacecraft and Rockets.

Hao Peng, Xiaoli Bai (2018). Obtain Confidence Interval for the Machine Learning Approach to Improve Orbit Prediction Accuracy. 2018 AAS/AIAA Astrodynamics Specialist Conference.

Hao Peng, Xiaoli Bai (2018). Generalization Capability of Machine Learning Approach Among Different Satellites: Validated Using TLE Data. 2018 AAS/AIAA Astrodynamics Specialist Conference.

G. Misra, X. Bai (2018). Stochastic Model Predictive Control for Gust Alleviation during Aircraft Carrier Landing. 2018 Annual American Control Conference (ACC).

Hao Peng, Xiaoli Bai (2018). Exploring Capability of Support Vector Machine for Improving Satellite Orbit Prediction Accuracy. Journal of Aerospace Information Systems.

Hao Peng, Xiaoli Bai (2018). Improving Orbit Prediction Accuracy Through Supervised Machine Learning. Advances in Space Research.

Hao Peng, Xiaoli Bai (2018). A Machine Learning Approach to Improve Satellite Orbit Prediction Accuracy: Validation Using Publicly Available Data. John L. Junkins Dynamical Systems Symposium.

Hao Peng, Xiaoli Bai (2018). Using Artificial Neural Network in Machine Learning Approach to Improve Orbit Prediction Accuracy. 2018 Space Flight Mechanics Meeting, AIAA SciTech Forum.

Hao Peng, Xiaoli Bai (2018). Recovering Area-to-Mass Ratio of Resident Space Objects through Data Mining. Acta Astronautica.

Gaurav Misra, Hao Peng, Xiaoli Bai (2018). Halo Orbit Station-Keeping Using Nonlinear MPC and Polynomial Optimization. 2018 Space Flight Mechanics Meeting.

Hao Peng, Xiaoli Bai, Josep J. Masdemont, Gerard Gómez, Shijie Xu (2017). Libration Transfer Design Using Patched Elliptic Three-Body Models and Graphics Processing Units. Journal of Guidance, Control, and Dynamics.

Hao Peng, Xiaoli Bai (2017). New Natural Formation Flying Configurations in the Earth-Moon Elliptic Three-Body System. 9th International Workshop on Satellite Constellations and Formation Flying.

John L. Junkins, Ahmad Bani Younes, Robyn M. Woollands, Xiaoli Bai (2017). Efficient and Adaptive Orthogonal Finite Element Representation of the Geopotential. The Journal of the Astronautical Sciences.

Hao Peng, Xiaoli Bai, Shijie Xu (2017). Continuation of Periodic Orbits in the Sun-Mercury Elliptic Restricted Three-Body Problem. Communications in Nonlinear Science and Numerical Simulation.

Hongwei Yang, Xiaoli Bai, Hexi Baoyin (2017). Finite-Time Control for Asteroid Hovering and Landing via Terminal Sliding-Mode Guidance. Acta Astronautica.

Gaurav Misra, Xiaoli Bai (2017). Task-Constrained Trajectory Planning of Free-Floating Space-Robotic Systems Using Convex Optimization. Journal of Guidance, Control, and Dynamics.

Hongwei Yang, Xiaoli Bai, Hexi Baoyin (2017). Rapid Trajectory Planning for Asteroid Landing with Thrust Magnitude Constraint. Journal of Guidance, Control, and Dynamics.

Hongwei Yang, Xiaoli Bai, Hexi Baoyin (2017). Rapid Generation of Time-Optimal Trajectories for Asteroid Landing via Convex Optimization. Journal of Guidance, Control, and Dynamics.

Gaurav Misra, Xiaoli Bai (2017). Optimal Path Planning for Free-Flying Space Manipulators via Sequential Convex Programming. Journal of Guidance, Control, and Dynamics.

Hao Peng, Yuxin Liao, Xiaoli Bai, Shijie Xu (2017). Maintenance of Libration Point Orbit in Elliptic Sun-Mercury Model. IEEE Transactions on Aerospace and Electronic Systems.

John L. Junkins, Ahmad Bani Younes, Robyn M. Woollands, Xiaoli Bai (2013). Picard Iteration, Chebyshev Polynomials and Chebyshev-Picard Methods: Application in Astrodynamics. The Journal of the Astronautical Sciences.

B. Macomber, R. M. Woollands, A. Probe, A. Younes, X. Bai, J. Junkins (2013). Modified Chebyshev Picard Iteration for Efficient Numerical Integration of Ordinary Differential Equations. Advanced Maui Optical and Space Surveillance Technologies Conference.

Xiaoli Bai, John L. Junkins (2012). Modified Chebyshev-Picard Iteration Methods for Solution of Initial Value Problems. The Journal of the Astronautical Sciences.

Gang Zhang, Di Zhou, Xiaoli Bai (2012). Tangent Orbital Rendezvous with the Same Direction of Terminal Velocities. Journal of Guidance, Control, and Dynamics.

J. Junkins, A. Bani Younes, R. Woollands, Xiaoli Bai (2012). Orthogonal Approximation in Higher Dimensions: Applications in Astrodynamics. JN Juang Astrodynamics Symposium.

Xiaoli Bai, John L. Junkins (2012). Modified Chebyshev-Picard Iteration Methods for Station-Keeping of Translunar Halo Orbits. Mathematical Problems in Engineering.

Xiaoli Bai, John L. Junkins (2011). Modified Chebyshev-Picard Iteration Methods for Solution of Boundary Value Problems. The Journal of the Astronautical Sciences.

Xiaoli Bai, John L. Junkins (2011). Modified Chebyshev-Picard Iteration Methods for Orbit Propagation. The Journal of the Astronautical Sciences.

Xiaoli Bai (2010). Modified Chebyshev-Picard Iteration Methods for Solution of Initial Value and Boundary Value Problems.

Xiaoli Bai, John L Junkins (2010). Solving Initial Value Problems by the Picard-Chebyshev Method with NVIDIA GPUs. Advances in the Astronautical Sciences.

Xiaoli Bai, James Turner, John Junkins (2009). Bang-Bang Control Design by Combing Pseudospectral Method with a Novel Homotopy Algorithm. AIAA Guidance, Navigation, and Control Conference.

Xiaoli Bai, John L. Junkins (2009). New Results for Time-Optimal Three-Axis Reorientation of a Rigid Spacecraft. Journal of Guidance, Control, and Dynamics.

Xiaoli Bai, James Turner, John Junkins (2006). Dynamic Analysis and Control of a Stewart Platform Using A Novel Automatic Differentiation Method. AIAA/AAS Astrodynamics Specialist Conference and Exhibit.

Dong Zhang, Xiao-Li Bai, Kai-Yuan Cai (2004). Extended Neuro-Fuzzy Models of Multilayer Perceptrons. Fuzzy Sets and Systems.