wang yupu, lv zhiping,  cui yang,  lv hao,  li linyang. predicting navigation  satellite clock bias using agenetic wavelet neural network[J]. Geomatics and Information Science of Wuhan University, 2014, 39(7): 809-814.
Citation: wang yupu, lv zhiping,  cui yang,  lv hao,  li linyang. predicting navigation  satellite clock bias using agenetic wavelet neural network[J]. Geomatics and Information Science of Wuhan University, 2014, 39(7): 809-814.

predicting navigation  satellite clock bias using agenetic wavelet neural network

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  • Received Date: May 13, 2013
  • Published Date: July 04, 2014
  • aiming to  solve  satellite  clock  bias scbthat  is  difficult  to  formulate  for  predictionthispaper  emplo ys a genetic al gorithm to optimize  the network parameters  of  a wavelet neural  networksuitable  for  prediction nonlinear  time  series.firstagenetic wavelet neural  network gwnnwithbetter prediction performance was obtained.secondl ythe scb values were pre processed based ontheir  characteristics  and a gwnn model was established  to  accuratel y predict  scb in near  real  time.finall ythe paper  carries  out scb prediction  tests within one day using the scb data  from gps satellites  to validiate  the proposed model.the results  show that  the proposed prediction model outper-forms  igs ultra-ra pid  predicted scb products
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