New time-differenced carrier phase approach to GNSS/INS integration

被引:75
作者
Mao, Yi [1 ,5 ]
Sun, Rui [2 ]
Wang, Junhui [2 ]
Cheng, Qi [2 ]
Kiong, Loo Chu [3 ]
Ochieng, Washington Yotto [2 ,4 ]
机构
[1] Hohai Univ, Coll IoT Engn, Changzhou 213022, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
[3] Univ Malaya, Fac Comp Sci & Informat Technol, Dept Artificial Intelligence, Kuala Lumpur 50603, Malaysia
[4] Imperial Coll London, Coll Civil & Environm Engn, Ctr Transport Studies, London SW7 2AZ, England
[5] State Key Lab Air Traff Management Syst & Technol, Nanjing 210007, Peoples R China
基金
中国国家自然科学基金;
关键词
GNSS; IMU; Urban positioning; Time difference carrier phase; NAVIGATION;
D O I
10.1007/s10291-022-01314-3
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
The accuracy of navigation information is essential for modern transport systems. Such information includes position, velocity and attitude. Because of the physical characteristics of the operational environments, integration of GNSS with inertial measurement units (IMU) is commonly used. However, conventional integrated algorithms suffer from low-quality GNSS measurements due to either inaccurate pseudoranges or difficulty of ambiguity resolution when using carrier phase measurements in urban environments. We propose a Time-Difference-Carrier-Phase (TDCP) derivation controlled GNSS/IMU integration scheme. The proposed algorithm enables a TDCP-based control vector construction, including relative position, velocity, heading and pitch, which makes it possible to obtain accurate changes in position, namely delta position, altitude and velocity estimations. These estimated changes are then used to feed a loosely coupled GNSS/IMU integration system. Real-world test results show that the proposed integrated navigation scheme is superior to the conventional algorithm, with accuracy improvements of more than 38% in 3D positioning, 30% in 3D velocity, 35% in roll, 44% in pitch and 39% in heading.
引用
收藏
页数:13
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