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OALib Journal期刊
ISSN: 2333-9721
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DETECTING CYCLE SLIPS IN GPS CARRIER PHASE BY USING ONE-CLASS SUPPORT VECTOR MACHINE
利用一类支持向量机探测GPS载波相位的周跳

Keywords: GPS carrier phase,cycle slips,one-class support machine,higher difference,outlier detection
GPS载波相位
,周跳,一类支持向量机,高次差,粗差探测

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Abstract:

In order to solve the problem that small cycle slips can not be detected with difference method,the method with one-class support machine combined with phase reconstruction theory is proposed to detect the cycle slips in differential GPS carrier phase series.The method is based on the principle and algorithm of mining outlier data with one-class support machine.A cycle slip detection experiment of practical observations indicates that cycle slips as small as 0.5 cycles can be detected by using one-class sup...

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