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Altitude control for quadrotor with mamdani fuzzy model

机译:基于mamdani模糊模型的四旋翼高度控制。

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Several previous researchers have conducted research on altitude control of a quadrotor, but the results showed that there were some problems namely long raise time and steady time, oscillation and overshoot when hovering. Hence, this paper presents modification of fuzzy algorithm mamdani method with error and altitude change inputs. The modification of the algorithm includes rule-base, set members and the determination of input and output set members range to obtain optimal results. The rule base applied is 7??7 with 7 set member input and 7 set member output. The results of the altitude control conducted shows that there is no overshoot, fast raise and steady state time, and no oscillation when hovering. This study shows that the fuzzy control with rule base 7??7 is more optimal than the other fuzzy algorithm.
机译:先前的几位研究人员已经对四旋翼的高度控制进行了研究,但结果表明,存在一些问题,例如上升时间和稳定时间长,悬停时出现振荡和超调。因此,本文提出了具有误差和高度变化输入的模糊算法mamdani方法的修改。该算法的修改包括规则库,集合成员以及确定输入和输出集合成员范围以获得最佳结果。应用的规则库为7 ?? 7,其中有7个设置成员输入和7个设置成员输出。进行的高度控制的结果表明,没有超调,快速上升和稳定状态时间,并且在悬停时没有振荡。研究表明,规则库为7 ?? 7的模糊控制比其他模糊算法的最优控制效果更好。

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