一种自主水下航行器模糊控制器的设计方法

M. Amjad, K. Ishaque, S. Abdullah, Z. Salam
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引用次数: 17

摘要

本文提出了一种控制方案,为自主水下航行器(AUV)模糊控制器(FLC)的设计提供了一种高效、简单的方法。所提出的方法被称为单输入模糊逻辑控制器(SIFLC),它将传统的双输入模糊逻辑控制器(CFLC)压缩为单输入单输出(SISO)控制器。SIFLC大大减少了规则,简化了控制参数的整定。实际上,由于其分段线性控制面,它可以很容易地通过使用低成本微处理器的查找表来实现。为了验证所设计控制器的有效性,利用Matlab/Simulink®平台上的船舶系统模拟器(MSS)对控制算法进行了仿真。结果清楚地表明,SIFLC和CFLC对相同输入集的响应几乎相同。然而,SIFLC只需要很少的调优工作,其执行时间比CFLC少两个数量级。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An alternative approach to design a Fuzzy Logic Controller for an autonomous underwater vehicle
This paper presents a control scheme that provides an efficient and a simple way to design a Fuzzy Logic Controller (FLC) for the autonomous underwater vehicle (AUV). The proposed method, known as the Single Input Fuzzy Logic Controller (SIFLC), condenses the conventional two-input FLC (CFLC) to a single input single output (SISO) controller. The SIFLC significantly reduces the rules and simplifies the tuning of control parameters. Practically, it can be easily implemented by a look-up table using a low cost microprocessor due to its piecewise linear control surface. To verify the effectiveness of the designed controller, the control algorithm is simulated using the Marine Systems Simulator (MSS) on the Matlab/Simulink® platform. The result clearly indicates that both the SIFLC and CFLC give almost identical response to the same input sets. However SIFLC requires very minimum tuning effort and its execution time is in the orders of two magnitudes less than CFLC.
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