ZHANG Juqing , HAO Rong, ZHANG Qin, NIE Jianliang. Adaptive  Collocation Based on Anisotropic  Covariance Function[J]. Geomatics and Information Science of Wuhan University, 2014, 39(10): 1179-1183.
Citation: ZHANG Juqing , HAO Rong, ZHANG Qin, NIE Jianliang. Adaptive  Collocation Based on Anisotropic  Covariance Function[J]. Geomatics and Information Science of Wuhan University, 2014, 39(10): 1179-1183.

Adaptive  Collocation Based on Anisotropic  Covariance Function

  • Covariance function  fittin g for  stochastic  si gnal  is  a key problem for  collocation.In  theprocess  of  covariance  function estimation we often  assume  stochastic  si gnals with the  characteristic of isotro pic but anisotropic  is more generall y.Combined the  expressions  of  error  component  in different directionsa method of  covariance  function  fittin g based on anisotropic  is  given.Further adaptive collocation which constructed by variance  component  estimations  can ad just  the  contribution  to model parameters  by observation errors  and stochastic  si gnals and weaken the  affect  leadin g by their  uncertaint yis  proposed and applied  in missing InSAR data  fittin g.A practical  example  shows  that  collocation  can well supply the missing dataand adaptive  collocation based on anisotropic  covariance  function  can give  hi gher accurac y in missing data  fittin g.
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