GIS中曲线误差的模型与试验研究

Error Model of Curves in GIS and Its Digitizing Test

  • 摘要: 提出了描述曲线整体误差的随机过程模型,用过程的数字特征函数定义了曲线的局部误差指标,用过程的积分定义了曲线的局部和整体误差指标,阐述了各指标的概率意义与几何意义,设计了过程模型的数字化试验,并提取了过程的样本曲线。通过对样本曲线的统计分析,得到了各误差指标的估计值。

     

    Abstract: An error model named the stochastic error process of curves is proposed to describe the errors of curves in GIS.In terms of the stochastic process,four characteristics concerning the local error of curves,namely,mean error function,standard error function,absolute mean error function and the correlation function of errors are put forward.The total error of a curve is expressed by a mean square integral of the stochastic error process.The probabilistic meanings and geometric meanings of the characteristics mentioned above are also discussed,and a scan digitizing test is designed.The result of the test shows that the system error in digitized map data is not negligible,and the errors of points on curves are chiefly dependent on the curvature and the concavity of the curves.

     

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