改进的GPS模糊度联合降相关算法
An Improved United Ambiguity Decorrelation for GPS Ambiguity Solution
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摘要: 针对联合降相关算法中存在的缺陷,提出了改进的联合降相关算法。该算法在降相关每个模糊度之前先查找精度最高的模糊度进行降相关,并将条件方差按照大致降序顺序排列。对联合降相关算法和改进的联合降相关算法进行仿真计算,结果表明,改进的联合降相关算法能降低方差-协方差矩阵的相关性,减少降相关过程所花费的时间,有效地提高条件搜索的速度。Abstract: The improved united ambiguity decorrelation is proposed by analyzing the deficiency of united ambiguity decorrelation algorithms.The improved united ambiguity decorrelation needs search the most precise ambiguity to decorrelate before every decorrelation process and the conditional variances should be distributed in descending order approximately.The performances of the united ambiguity decorrelation algorithm and the improved united ambiguity decorrelation algorithm are compared by using 6 symmetric and positive definite matrixes derived from a random simulation for high dimension and low dimension,respectively.The results show the improved united ambiguity decorrelation algorithm is able to decorrelate the correlation of variance-covariance and has better performances on decreasing the time of decorrelation process and search process.