Control of Autonomous Underwater Vehicle using Reduced Order Model Predictive Control in Three Dimensional Space

被引:28
作者
Jagtap, Pushpak [1 ]
Raut, Pranoti [1 ]
Kumar, Pawan [2 ]
Gupta, Ankit [2 ]
Singh, N. M. [2 ]
Kazi, Faruk [2 ]
机构
[1] Veermata Jijabai Technol Inst, Ctr Excellence Complex & Nonlinear Dynam Syst, Bombay 19, Maharashtra, India
[2] Veermata Jijababai Technol Inst, Dept Elect Engn, Bombay 19, Maharashtra, India
关键词
Autonomous underwater Vehicle; model predictive control; non-linear dynamical system; constrained optimization problem; and reduced order dynamics; MANIPULATOR SYSTEMS; TRACKING;
D O I
10.1016/j.ifacol.2016.03.150
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper investigates the motion control problem of Autonomous Underwater Vehicle (AUV) in three-dimensional space. Here, we consider a rim linear, nonholoncanic and highly under-actuated dynamical model of AUV with six degrees of freedom. Because of its higher-dimensional complex model, the traclitioual model predictive control technique leads to computational complexity and loss of controllability. The paper proposes a novel MPC Scheme using reduced dynamical model. In which, the MPC problem to control AUV in vertical and horizontal planes is formulated as independent, optimization problems. The proposed scheme reduces higher-dimensional model to two independent time-varying linearized models for controlling motion in vertical and horizontal planes by neglecting weakly coupled dynamics. Further the reduced optimization problem is solved using quadratic programming to achieve trade-off between computational complexity and control effort optimization. The simulation results show the effectiveness of the proposed control scheme which is employed On non-linear model. (C) 2016, IFAC (International Rderation or Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:772 / 777
页数:6
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