基于PSO-NTSMC的UUV有限时间路径跟踪控制

doi:10.12382/bgxb.2021.0491

摘要/Abstract

摘要： 针对欠驱动水下无人航行器（UUV）的路径跟踪问题，提出一种基于粒子群优化-非奇异终端滑模（PSO-NTSMC）的路径跟踪控制策略。利用视线法和Serret-Frenet坐标系，构建直线路径跟踪制导律。引入非奇异终端滑模面，设计路径跟踪控制器，实现路径跟踪误差的镇定。通过引入粒子群优化算法优化控制器参数，获得更良好的控制性能。数值仿真结果表明：所设计的控制器能够在有限时间内精确地完成水平面直线路径跟踪任务，并且可以有效地克服恒定未知海流和模型参数摄动的影响。

关键词: 水下无人航行器, 路径跟踪, 有限时间稳定, 粒子群优化, 非奇异终端滑模

Abstract: For the path-following problem of underactuated unmanned underwater vehicle (UUV), the path-following control strategy is proposed based on the particle swarm optimization and nonsingular terminal sliding mode control (PSO-NTSMC) method. Firstly, the linear path-following guidance law is developed by line of sight and Serret-Frenet frame. Then, the path-following controller is designed based on the nonsingular terminal sliding mode, which can stabilize the path-following errors. Furthermore, the PSO is introduced to optimize the controller parameters in order to obtain better control performance. Finally, the numerical simulation results show that the designed controller can accurately execute the horizontal straight path following in finite time, and can effectively overcome the influence of constant unknown current and model parameter perturbations.

Key words: unmannedunderwatervehicle, pathfollowing, finite-timestability, particleswarmoptimization, nonsingularterminalslidingmode

中图分类号:

TP242.6

于浩淼，刘承蔚，郭晨，贾兆岩. 基于PSO-NTSMC的UUV有限时间路径跟踪控制[J]. 兵工学报, 2022, 43(8): 1939-1946.

YU Haomiao， LIU Chengwei， GUO Chen, JIA Zhaoyan. Finite-time Path-following Controller for UUV Based on PSO-NTSMC[J]. Acta Armamentarii, 2022, 43(8): 1939-1946.

参考文献

［1］ LIANG X, QU X R, HOU Y H, et al. Three-dimensional path following control of underactuated autonomous underwater vehicle based on damping backstepping[J]. International Journal of Advanced Robotic Systems, 2017, 14(4):1-9.
[2］ LIANG X. Path following control for underactuated AUV based on feedback gain backstepping[J]. Technical Gazette, 2015, 22(4): 829-835.
[3］ LAPIERRE L, JOUVENCEL B. Robust nonlinear path-following control of an AUV[J]. IEEE Journal of Ocean Engineering, 2008, 33(2):89-102.
[4］ MOE S, PETTERSEN K Y, FOSSEN T I, et al. Line-of-sight curved path following for underactuated USVs and AUVs in the horizontal plane under the influence of ocean currents[C]∥Proceedings of the 24th Mediterranean Conference on Control and Automation. Athens, Greece:IEEE, 2016:38-45.
[5］苗建明, 王少萍, 范磊, 等. 欠驱动自主水下航行器空间曲线路径跟踪控制研究[J]. 兵工学报, 2017, 38(9):1790-1795.
MIAO J M, WANG S P, FAN L, et al. Spatial curvilinear path following control of underactuated AUV[J]. Acta Armamentarii, 2017, 38(9):1790-1795.(in Chinese)
[6］ HABIB C L, ZHU Q D. Path following control of fully-actuated autonomous underwater vehicle in presence of fast-varying disturbances[J]. Applied Ocean Research, 2019, 86:40-46.
[7］张伟, 郁晨曦, 滕延斌, 等. 基于模型预测控制的UUV路径跟踪控制研究[J]. 仪器仪表学报, 2017, 38(11):2660-2666.
ZHANG W, YU C X, TENG Y B, et al. Research on UUV path tracking control based on model predictive control[J]. Chinese

Journal of Scientific Instrument, 2017, 38(11):2660-2666.(in Chinese)
[8］ GUO C, HAN Y N, YU H M, et al. Spatial path-following control for underactuated AUVs with parameter perturbation[C]∥Proceedings of the 38th Chinese Control Conference. Guangzhou, China:Technical Committee on Control Theory, Chinese Association of Automation, 2019:3190-3195.
[9］胡文华, 曹仁赢. 四轴飞行器串级ADRC轨迹跟踪控制[J]. 武汉科技大学学报, 2019, 42(4):299-304.
HU W H, CAO R Y. Four-axis aircraft cascade ADRC trajectory tracking control[J]. Journal of Wuhan University of Science and Technology, 2019, 42(4):299-304.(in Chinese)
[10］张天佳, 杨永胜. 基于并行结构的多种粒子群的优化算法[J]. 传感器与微系统, 2020, 39(9):119-121.
ZHANG T J, YANG Y S. Multi-swarm PSO algorithm based on parallel structure[J]. Transducer and Microsystem Technologies, 2020, 39(9):119-121.(in Chinese)
[11］ FAKOOR M, NIKPAY S, KALHOR A. On the ability mode and LQR controllers with PSO in attitude control of a flexible 4-DOF satellite with time-varying payload[J]. Advances in Space Research, 2020, 67(1):334-349.
[12］ FOSSEN T I. Handbook of marine craft hydrodynamics and motion control[M]. Chichester, UK: John Wiley & Sons, 2011.
[13］李殿璞. 船舶运动与建模[M]. 北京:国防工业出版社, 2008:1-42.
LI D P. Ship Motion and Modeling [M]. Beijing: National Defense Industry Press, 2008:1-42.(in Chinese)
[14］李明, 李铜桥. 基于非奇异终端滑模的欠驱动UUV航迹跟踪控制[J]. 应用科技, 2018, 45(2):12-16.
LI M, LI T Q. Path-following control for an underactuated UUV based on non-singular terminal sliding mode[J]. Applied Science and Technology, 2018, 45(2):12-16.(in Chinese)
[15］ HUANG X Q, LIN W, YANG B. Global finite-time stabilization of a class of uncertain nonlinear systems[J]. Automatica, 2005, 41(5):881-888.
[16］包子阳, 余继周, 杨杉. 智能优化算法及其MATLAB实例[M]. 北京:电子工业出版社, 2018:111-135.
BAO Z Y, YU J Z, YANG S. Intelligent optimization algorithm and its MATLAB example[M]. Beijing: Publishing House of Electronics Industry, 2018:111-135.(in Chinese)
[17］ MARZAKI M H, TAJJUDIN M, RAHIMAN M H F, et al. Performance of FOPI with error filter based on controllers performance criterion(ISE, IAE and ITAE)[C]∥Proceedings of the 2015 10th Asian Control Conference. Kota Kinabalu, Malaysia: IEEE, 2015:15436455.
[18］ PETTERSEN K Y, EGELAND O. Time-varying exponential stabilization of the position and attitude of an underactuated autonomous underwater vehicle[J]. IEEE Transactions on Automatic Control, 1999, 44(1):112-115.

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