predicting navigation satellite clock bias using agenetic wavelet neural network
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Graphical Abstract
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Abstract
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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