{"title":"基于电容式加速度计闭环建模的创新性车辆位置预测","authors":"Mamudu Hamidu, J. J. Kponyo, A. Acakpovi","doi":"10.1109/ICSIoT47925.2019.00017","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":226799,"journal":{"name":"2019 International Conference on Cyber Security and Internet of Things (ICSIoT)","volume":"87 42 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Innovative Prediction of Vehicle Position Based on Closed Loop Modeling of Capacitive Accelerometer\",\"authors\":\"Mamudu Hamidu, J. J. Kponyo, A. Acakpovi\",\"doi\":\"10.1109/ICSIoT47925.2019.00017\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":226799,\"journal\":{\"name\":\"2019 International Conference on Cyber Security and Internet of Things (ICSIoT)\",\"volume\":\"87 42 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Cyber Security and Internet of Things (ICSIoT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSIoT47925.2019.00017\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Cyber Security and Internet of Things (ICSIoT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSIoT47925.2019.00017","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.