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应用时间序列算法的时栅预测卡设计 被引量:6

Design of Forecasting Embedded System Based on Time Series
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摘要 时栅预测卡通过ARM(LPC213)和FPGA(CycloneII)读取一系列时栅传感器测得转台角位移,以此建立时间序列AR模型来预测下一时刻转台的位移增量,并将预测值以PWM方式输出,进而使时栅传感器能作为全闭环数控系统位置检测单元。试验结果表明:时栅预测卡的预测精度在±1″内,能较好地解决时栅输出信号与全闭环数控系统不兼容的问题。 Forecasting embedded system uses ARM( LPC213 )and FPGA(CycloneII) to get the dis- placement of rotary table. The model AR of time series by the displacement is built to forecast increas- mental displacement and output the increasmental displacement by PWM. Time grating sensor can work as displacement sensor of digital control system by forecasting embedded system transferring the signal of time grating sensor. The Experiments show that the precision of forecasting embedded system can reach±1 angle of second. Forecasting embedded system can solve the problem of incompatible.
出处 《重庆理工大学学报(自然科学)》 CAS 2014年第5期103-106,共4页 Journal of Chongqing University of Technology:Natural Science
基金 国家自然科学基金项目(51175534 51305478) 重庆市基础与前沿研究计划项目(cstc2013jcyja70007) 重庆市教委科学技术研究项目(KJ130801)
关键词 预测卡 时栅传感器 时间序列 forecasting embedded system time grating sensor time series ARM FPGA
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