Comprehensive reconstructions and predictive control for quadrotor UAV information gathering tracking missions based on fully actuated system approaches

被引:5
作者
Wang, Xiubo [1 ]
Duan, Guangren [1 ,2 ]
机构
[1] Harbin Inst Technol, Ctr Control Theory & Guidance Technol, Harbin 150001, Peoples R China
[2] Southern Univ Sci & Technol, Ctr Control Sci & Technol, Shenzhen 518055, Peoples R China
基金
中国国家自然科学基金;
关键词
Fully actuated system approach; Nonlinear predictive control; Quadrotor UAV information gathering tracking; mission; Hybrid constraints; CONSTRAINTS;
D O I
10.1016/j.isatra.2024.01.020
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper introduces a novel approach to the comprehensive reconstruction and predictive control (PC) of the quadrotor UAV for information-gathering missions, employing fully actuated system (FAS) approaches. Unlike conventional PC methods applied to a quadrotor UAV with hybrid constraints, our work integrates reconstructions of the system model, hybrid constraints, and the receding horizon performance index into to an integrated tracking control scheme within the FAS-PC framework. Specifically, the under-actuated quadrotor UAV model is reconstructed into a full-actuated model to inject full-actuation properties. And the implicit hybrid constraints that arise from the model reconstruction are explicitly transformed and decoupled. Simultaneously, the cascaded predictive algorithm is established that the new time-varying input constraints are solved in each predictive horizon, and then the nonlinear optimization problem is decoupled into four linear convex optimization problems subject to the corresponding decoupled linear constraints and the pre-addressed input constraints. Within this framework, the intrinsic complexities, nonlinearities, and interdependencies of the quadrotor UAV system model, along with hybrid constraints and the optimization dilemma, are considerably diminished. This reduction significantly eases computational demands, enabling satisfactory realtime performance. Furthermore, the selection of predictive parameters guarantees the stability of the resultant tracking error closed-loop system. Finally, the efficacy of the proposed method is validated through two sets of flight missions, conducted via simulation and practical experimentation, respectively.
引用
收藏
页码:540 / 553
页数:14
相关论文
共 42 条
[1]   Sensor-Based Planning and Control for Robotic Systems: Introducing Clarity and Perceivability [J].
Agrawal, Devansh R. ;
Panagou, Dimitra .
IEEE CONTROL SYSTEMS LETTERS, 2023, 7 :2623-2628
[2]   Fixed-time trajectory tracking for a quadrotor with external disturbances: A flatness-based sliding mode control approach [J].
Ai, Xiaolin ;
Yu, Jianqiao .
AEROSPACE SCIENCE AND TECHNOLOGY, 2019, 89 :58-76
[3]   LSwarm: Efficient Collision Avoidance for Large Swarms With Coverage Constraints in Complex Urban Scenes [J].
Arul, Senthil Hariharan ;
Sathyamoor, Adarsh Jagan ;
Patel, Shivang ;
Otte, Michael ;
Xu, Huan ;
Lin, Ming C. ;
Manocha, Dinesh .
IEEE ROBOTICS AND AUTOMATION LETTERS, 2019, 4 (04) :3940-3947
[4]   Energy-Aware, Collision-Free Information Gathering for Heterogeneous Robot Teams [J].
Cai, Xiaoyi ;
Schlotfeldt, Brent ;
Khosoussi, Kasra ;
Atanasov, Nikolay ;
Pappas, George J. ;
How, Jonathan P. .
IEEE TRANSACTIONS ON ROBOTICS, 2023, 39 (04) :2585-2602
[5]   Inner-Outer Loop Control for Quadrotor UAVs With Input and State Constraints [J].
Cao, Ning ;
Lynch, Alan F. .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2016, 24 (05) :1797-1804
[6]   Robust Stabilization of Time-Varying Nonlinear Systems With Time-Varying Delays: A Fully Actuated System Approach [J].
Duan, Guang-Ren .
IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (12) :7455-7468
[7]   Discrete-time delay systems: part 1. Global fully actuated case [J].
Duan, Guangren .
SCIENCE CHINA-INFORMATION SCIENCES, 2022, 65 (08)
[8]   High-order fully actuated system approaches: Part V. Robust adaptive control [J].
Duan, Guangren .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2021, 52 (10) :2129-2143
[9]   High-order fully-actuated system approaches: - part II. Generalized strict-feedback systems [J].
Duan, Guangren .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2021, 52 (03) :437-454
[10]   High-order fully actuated system approaches: Part I. Models and basic procedure [J].
Duan, Guangren .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2021, 52 (02) :422-435