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投射式电容屏触控轨迹Z字形噪声快速滤波算法
引用本文:李居朋,张祖成,杨佳烁,樊磊.投射式电容屏触控轨迹Z字形噪声快速滤波算法[J].北京交通大学学报(自然科学版),2017,41(5).
作者姓名:李居朋  张祖成  杨佳烁  樊磊
作者单位:北京交通大学电子信息工程学院,北京,100044;北京集创北方科技股份有限公司,北京,100088
基金项目:国家自然科学基金项目,北京市科技计划项目(D151100000415002)National Natural Science Foundation of China,Beijing Science and Technology Plan Project
摘    要:投射式电容触摸屏(Capacitive Touch Panels,CTP)已成为智能终端人机交互界面的主流.针对屏体电极排布空隙造成的触控轨迹Z字形干扰问题,提出了一种基于IMAF模型的触控轨迹快速平滑滤波算法.通过触摸屏原始触控轨迹Z字形噪声特征与成因分析,以此建立适用于触控轨迹Z字形脉冲性干扰的非线性滤波模型,经时域串行轨迹数据的先入先出快速迭代处理,实现电容屏触控轨迹的平滑处理.实验测试结果证明:该算法兼具线性和统计滤波模型的滤波处理能力,相比传统触控轨迹滤波算法,可有效实现触控轨迹Z字形噪声的平滑处理.

关 键 词:信号处理  电容触摸屏  Z字形噪声  IMAF模型  轨迹平滑

Fast filtering algorithm for zigzag noise of touch tracking of capacitive touch panels
LI Jupeng,ZHANG Zucheng,YANG Jiashuo,FAN Lei.Fast filtering algorithm for zigzag noise of touch tracking of capacitive touch panels[J].JOURNAL OF BEIJING JIAOTONG UNIVERSITY,2017,41(5).
Authors:LI Jupeng  ZHANG Zucheng  YANG Jiashuo  FAN Lei
Abstract:Capacitive Touch Panels(CTP) have become the mainstream of human-computer interaction interface in intelligent terminal.Generally,zigzag noise of touch tracking caused by voidage distribution of screen eletrode makes impact on the accuracy of predictions of touch positions.A fast smooth processing algorithm for capacitive touch panels based on IMAF filter model has been proposed in this paper.Non-linear filter model applicable to zigzag pulse interference of touch tracking has been established on the basis of characteristic and genetic analysis of zigzag noise of original touch tracking in touch panels.Temporal serial trajectory data is processed by a first-in first-out fast iterative method so as to achieve the smooth processing of touch tracking of capacitive touch panels.Experimental results have indicated that this proposed algorithm has the capacity of linear and statistical filter processing.Compared with traditional filtering algorithm of touch tracking,this proposed algorithm can achieve effective smooth processing for zigzag noise of touch tracking.
Keywords:signal processing  capacitive touch panel  zigzag noise  IMAF model  smooth trajectory
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