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个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:中国地震局工程力学研究所
学位:博士
所在单位:土木工程系
学科:结构工程. 防灾减灾工程及防护工程
Characterization and extraction of global positioning system multipath signals using an improved particle-filtering algorithm
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论文类型:期刊论文
发表时间:2011-07-01
发表刊物:MEASUREMENT SCIENCE AND TECHNOLOGY
收录刊物:Scopus、SCIE、EI
卷号:22
期号:7
ISSN号:0957-0233
关键字:GPS; multipath effects; particle filtering
摘要:Driving down multipath errors is probably the single most important objective of the current research into the use of the global positioning system (GPS) for high-accuracy applications. This paper focuses on the characterization of multipath signals and techniques for their removal by improved particle filtering. By the characteristic analysis of the GPS multipath signal in carrier phase observations, a specific set of generating and monitoring systems for multipath signals is established and a series of controlled experiments are carried out to assess the efficiency of the improved particle filtering. Experimental results show that the method has the advantage of being able to adapt to the close reflector situation, while remaining quite efficient when the reflector gets further away. The extracted multipath signals may be used to improve positioning accuracies.