基于电容式加速度计闭环建模的创新性车辆位置预测

Mamudu Hamidu, J. J. Kponyo, A. Acakpovi
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引用次数: 1

摘要

提出了一种新颖的闭环电容式加速度计模型。电容式加速度计通过位置-速度-加速度(PVA)模型来检测车辆的位移/位置。闭环设计是为了克服等效开环设计中的稳态误差而设计的。因此,本文设计了一种带导数滤波器的并联比例积分导数(PID)控制器来建立一个单位反馈加速度计,以减小或消除稳态误差。加速度计给出了位移与加速度信号输入的阶跃函数的精确线性关系。利用Matlab/Simulink软件对控制系统进行了设计,并构建了所提出的整体数学模型。试验表明,当加速度为±1重力(g)时,系统产生的位移为±1米(m),系统产生的初始峰值瞬时时间小于0.1秒。对于±10g的加速度也是一样的。与传统的PID连续整定方法相比,本文使用带有导数滤波器的PID控制器在预测加速度与位移之间的线性依赖关系方面有了显著的改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Innovative Prediction of Vehicle Position Based on Closed Loop Modeling of Capacitive Accelerometer
This paper presents a novel model of a closed loop capacitive accelerometer. Capacitive accelerometer is able to detect the displacement/position of a vehicle by means of Position-Velocity-Acceleration (PVA) model. The closed loop design is design to overcome the steady state error obtained in the equivalent open loop design. Therefore, in this paper, a parallel Proportional Integral Derivative (PID) controller with a derivative filter is designed to establish a unity feedback accelerometer for the purpose of reducing or eliminating the steady state error. The accelerometer gave an exact linear dependence of displacement on a step-like function of acceleration signal input. Matlab/Simulink software was used to design the control system and construct the overall proposed mathematical model. Test show that, for acceleration value of ±1 gravity (g) produces displacement of ±1 meter (m). The system produces an initial spike with a transient time of less than 0.1 secs. This is same for an acceleration of ±10 g. The use of PID controller with a derivative filter in this paper provide a significant improvement in predicting the linear dependence relationship between acceleration and displacement than the traditional approach of continuous tuning of PID for accelerometer system stability.
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