15.3.15.5.1 INS and GNSS, Intertial Navigation and Global Positioning

Chapter Contents (Back)
Localization. GPS. GNSS. INS.

Hong, S.P.[Sin-Pyo], Lee, M.H.[Man Hyung], Kwon, S.H.[Sun Hong], Chun, H.H.[Ho Hwan],
A car test for the estimation of GPS/INS alignment errors,
ITS(5), No. 3, September 2004, pp. 208-218.
IEEE Abstract. 0501
BibRef

Gao, Z.Z.[Zhou-Zheng], Shen, W.B.[Wen-Bin], Zhang, H.P.[Hong-Ping], Ge, M.R.[Mao-Rong], Niu, X.J.[Xiao-Ji],
Application of Helmert Variance Component Based Adaptive Kalman Filter in Multi-GNSS PPP/INS Tightly Coupled Integration,
RS(8), No. 7, 2016, pp. 553.
DOI Link 1608
BibRef

Zhao, S., Chen, Y., Farrell, J.A.,
High-Precision Vehicle Navigation in Urban Environments Using an MEM's IMU and Single-Frequency GPS Receiver,
ITS(17), No. 10, October 2016, pp. 2854-2867.
IEEE DOI 1610
Global Positioning System BibRef

Li, Z.[Zengke], Wang, R.[Ren], Gao, J.X.[Jing-Xiang], Wang, J.[Jian],
An Approach to Improve the Positioning Performance of GPS/INS/UWB Integrated System with Two-Step Filter,
RS(10), No. 1, 2018, pp. xx-yy.
DOI Link 1802
BibRef

Li, T.[Tuan], Zhang, H.P.[Hong-Ping], Gao, Z.Z.[Zhou-Zheng], Chen, Q.J.[Qi-Jin], Niu, X.J.[Xiao-Ji],
High-Accuracy Positioning in Urban Environments Using Single-Frequency Multi-GNSS RTK/MEMS-IMU Integration,
RS(10), No. 2, 2018, pp. xx-yy.
DOI Link 1804
BibRef

Chang, L.[Le], Niu, X.J.[Xiao-Ji], Liu, T.Y.[Tian-Yi], Tang, J.[Jian], Qian, C.[Chuang],
GNSS/INS/LiDAR-SLAM Integrated Navigation System Based on Graph Optimization,
RS(11), No. 9, 2019, pp. xx-yy.
DOI Link 1905
BibRef

Hasheminasab, S.M.[Seyyed Meghdad], Zhou, T.[Tian], Habib, A.[Ayman],
GNSS/INS-Assisted Structure from Motion Strategies for UAV-Based Imagery over Mechanized Agricultural Fields,
RS(12), No. 3, 2020, pp. xx-yy.
DOI Link 2002
BibRef

Ma, C.[Chun], Zhang, Q.Z.[Qiu-Zhao], Meng, X.L.[Xiao-Lin], Zheng, N.S.[Nan-Shan], Pan, S.G.[Shu-Guo],
A Novel Ambiguity Parameter Estimation and Elimination Strategy for GNSS/INS Tightly Coupled Integration,
RS(12), No. 21, 2020, pp. xx-yy.
DOI Link 2011
BibRef

Chen, Q.J.[Qi-Jin], Zhang, Q.[Quan], Niu, X.J.[Xiao-Ji],
Estimate the Pitch and Heading Mounting Angles of the IMU for Land Vehicular GNSS/INS Integrated System,
ITS(22), No. 10, October 2021, pp. 6503-6515.
IEEE DOI 2110
Estimation, Land vehicles, Global navigation satellite system, Acceleration, Antenna arrays, IMU mounting angle, land vehicle navigation BibRef

Li, Q.S.[Qing-Song], Dong, Y.[Yi], Wang, D.J.[Ding-Jie], Wu, J.[Jie], Zhang, L.[Liang],
Real-Time Precise DGNSS/INS Integrated Relative Positioning with High Output Rate and Low Broadcast Rate for Kinematic-to-Kinematic Applications,
RS(14), No. 9, 2022, pp. xx-yy.
DOI Link 2205
BibRef

Wang, C.Q.[Chang-Qiang], Xu, A.[Aigong], Sui, X.[Xin], Hao, Y.S.[Yu-Shi], Shi, Z.X.[Zheng-Xu], Chen, Z.J.[Zhi-Jian],
A Seamless Navigation System and Applications for Autonomous Vehicles Using a Tightly Coupled GNSS/UWB/INS/Map Integration Scheme,
RS(14), No. 1, 2022, pp. xx-yy.
DOI Link 2201
BibRef

Ma, C.[Chun], Pan, S.[Shuguo], Gao, W.[Wang], Ye, F.[Fei], Liu, L.W.[Li-Wei], Wang, H.[Hao],
Improving GNSS/INS Tightly Coupled Positioning by Using BDS-3 Four-Frequency Observations in Urban Environments,
RS(14), No. 3, 2022, pp. xx-yy.
DOI Link 2202
BibRef

Niu, Z.[Zun], Li, G.C.[Guang-Chen], Guo, F.G.[Fu-Gui], Shuai, Q.Q.[Qiang-Qiang], Zhu, B.[Bocheng],
An Algorithm to Assist the Robust Filter for Tightly Coupled RTK/INS Navigation System,
RS(14), No. 10, 2022, pp. xx-yy.
DOI Link 2206
Real-Time Kinematic (RTK) positioning. BibRef

Pan, L.[Lin], Pei, G.[Gen], Yu, W.K.[Wen-Kun], Zhang, Z.H.[Zhe-Hao],
Assessment of IRNSS-Only Data Processing: Availability, Single-Frequency SPP and Short-Baseline RTK,
RS(14), No. 10, 2022, pp. xx-yy.
DOI Link 2206
BibRef

Aldibaja, M.[Mohammad], Suganuma, N.[Naoki], Yoneda, K.[Keisuke], Yanase, R.[Ryo],
Challenging Environments for Precise Mapping Using GNSS/INS-RTK Systems: Reasons and Analysis,
RS(14), No. 16, 2022, pp. xx-yy.
DOI Link 2208
BibRef

Li, X.X.[Xing-Xing], Zhou, Y.X.[Yu-Xuan], Shen, Z.H.[Zhi-Heng], Song, B.S.[Bao-Shan], Li, S.Y.[Sheng-Yu],
Using a Moving Antenna to Improve GNSS/INS Integration Performance Under Low-Dynamic Scenarios,
ITS(23), No. 10, October 2022, pp. 17717-17728.
IEEE DOI 2210
Global navigation satellite system, Antennas, Satellites, Observability, Vehicle dynamics, Receiving antennas, tightly coupled integration BibRef

Xu, Y.[Ying], Wang, K.[Kun], Jiang, C.H.[Chang-Hui], Li, Z.[Zeyu], Yang, C.[Cheng], Liu, D.[Dun], Zhang, H.P.[Hai-Ping],
Motion-Constrained GNSS/INS Integrated Navigation Method Based on BP Neural Network,
RS(15), No. 1, 2023, pp. xx-yy.
DOI Link 2301
BibRef

Li, X.X.[Xing-Xing], Qin, Z.Y.[Ze-Yang], Shen, Z.H.[Zhi-Heng], Li, X.[Xin], Zhou, Y.X.[Yu-Xuan], Song, B.S.[Bao-Shan],
A High-Precision Vehicle Navigation System Based on Tightly Coupled PPP-RTK/INS/Odometer Integration,
ITS(24), No. 2, February 2023, pp. 1855-1866.
IEEE DOI 2302
Global navigation satellite system, Navigation, Wheels, Satellites, Receivers, Delays, Sensors, Centimeter-level positioning, multi-sensor fusion BibRef

Jiang, C.[Chen], Zhao, D.B.[Dong-Bao], Zhang, Q.Z.[Qiu-Zhao], Liu, W.K.[Wen-Kai],
A Multi-GNSS/IMU Data Fusion Algorithm Based on the Mixed Norms for Land Vehicle Applications,
RS(15), No. 9, 2023, pp. xx-yy.
DOI Link 2305
BibRef

Wu, J.J.[Jia-Ji], Jiang, J.G.[Jin-Guang], Zhang, C.[Chao], Li, Y.Y.[Yu-Ying], Yan, P.H.[Pei-Hui], Meng, X.L.[Xiao-Liang],
A Novel Optimal Robust Adaptive Scheme for Accurate GNSS RTK/INS Tightly Coupled Integration in Urban Environments,
RS(15), No. 15, 2023, pp. xx-yy.
DOI Link 2308
BibRef

Cui, B.[Bingbo], Chen, W.[Wu], Weng, D.J.[Duo-Jie], Wei, X.H.[Xin-Hua], Sun, Z.[Zeyu], Zhao, Y.[Yan], Liu, Y.F.[Yu-Fei],
Observability-Constrained Resampling-Free Cubature Kalman Filter for GNSS/INS with Measurement Outliers,
RS(15), No. 18, 2023, pp. 4591.
DOI Link 2310
BibRef

Li, S.Y.[Sheng-Yu], Li, X.X.[Xing-Xing], Zhou, Y.X.[Yu-Xuan], Wang, S.W.[Shi-Wen], Chen, S.L.[Shuo-Long],
Accuracy- and Simplicity-Oriented Self-Calibration Approach for In-Vehicle GNSS/INS/Vision System With Observability Analysis,
ITS(25), No. 3, March 2024, pp. 2681-2695.
IEEE DOI 2405
Calibration, Global navigation satellite system, Observability, Sensors, Cameras, Estimation, Sensor systems, Multi-sensor fusion, observability analysis BibRef

Bai, S.Y.[Shi-Yu], Lai, J.Z.[Ji-Zhou], Lyu, P.[Pin], Cen, Y.T.[Yi-Ting], Sun, X.[Xin], Wang, B.Q.[Bing-Qing],
Performance Enhancement of Tightly Coupled GNSS/IMU Integration Based on Factor Graph With Robust TDCP Loop Closure,
ITS(25), No. 3, March 2024, pp. 2437-2449.
IEEE DOI 2405
Global navigation satellite system, Doppler effect, Phase measurement, Current measurement, Receivers, obstructed environments BibRef

Zhang, S.X.[Shi-Xuan], Tu, R.[Rui], Gao, Z.Z.[Zhou-Zheng], Zou, D.[Decai], Wang, S.[Siyao], Lu, X.C.[Xiao-Chun],
LEO-Enhanced GNSS/INS Tightly Coupled Integration Based on Factor Graph Optimization in the Urban Environment,
RS(16), No. 10, 2024, pp. 1782.
DOI Link 2405
BibRef

Sun, Z.H.[Zhi-Han], Gao, W.[Wang], Tao, X.[Xianlu], Pan, S.[Shuguo], Wu, P.[Pengbo], Huang, H.[Hong],
Semi-Tightly Coupled Robust Model for GNSS/UWB/INS Integrated Positioning in Challenging Environments,
RS(16), No. 12, 2024, pp. 2108.
DOI Link 2406
BibRef

Li, Z.Y.[Zi-Yue], Meng, Q.[Qian], Shen, Z.L.[Zu-Liang], Wang, L.H.[Li-Hui], Li, L.[Lin], Jia, H.N.[Hao-Nan],
Resilient Factor Graph-Based GNSS/IMU/Vision/Odo Integrated Navigation Scheme Enhanced by Noise Approximate Gaussian Estimation in Challenging Environments,
RS(16), No. 12, 2024, pp. 2176.
DOI Link 2406
BibRef

Yu, X.Y.[Xu-Yang], Guo, Z.M.[Zhi-Ming], Wu, L.[Liaoni],
Research on Multi-Source Data Fusion and Satellite Selection Algorithm Optimization in Tightly Coupled GNSS/INS Navigation Systems,
RS(16), No. 15, 2024, pp. 2804.
DOI Link 2408
BibRef

Zou, Z.X.[Zi-Xuan], Wang, G.S.[Guo-Shuai], Li, Z.S.[Zhen-Shuo], Zhai, R.[Rui], Li, Y.H.[Yong-Hua],
MFO-Fusion: A Multi-Frame Residual-Based Factor Graph Optimization for GNSS/INS/LiDAR Fusion in Challenging GNSS Environments,
RS(16), No. 17, 2024, pp. 3114.
DOI Link 2409
BibRef

Jiang, C.[Chen], Zhang, Q.Z.[Qiu-Zhao], Zhao, D.B.[Dong-Bao],
A New Data Fusion Method for GNSS/INS Integration Based on Weighted Multiple Criteria,
RS(16), No. 17, 2024, pp. 3275.
DOI Link 2409
BibRef

Shen, Z.H.[Zhi-Heng], Li, X.X.[Xing-Xing], Wang, X.[Xuanbin], Wu, Z.Z.[Zong-Zhou], Li, X.[Xin], Zhou, Y.X.[Yu-Xuan], Li, S.Y.[Sheng-Yu],
A Novel Factor Graph Framework for Tightly Coupled GNSS/INS Integration With Carrier-Phase Ambiguity Resolution,
ITS(25), No. 10, October 2024, pp. 13091-13105.
IEEE DOI 2410
Global navigation satellite system, Optimization, Satellites, Position measurement, Extraterrestrial measurements, Vectors, integer ambiguity resolution BibRef

Wang, J.R.[Jing-Rong], Xu, B.[Bo], Liu, J.N.[Jing-Nan], Gao, K.[Kefu], Zhang, S.[Shoujian],
Sky-GVIO: Enhanced GNSS/INS/Vision Navigation with FCN-Based Sky Segmentation in Urban Canyon,
RS(16), No. 20, 2024, pp. 3785.
DOI Link 2411
BibRef

Xu, Q.Z.[Qiao-Zhuang], Gao, Z.Z.[Zhou-Zheng], Yang, C.[Cheng], Yang, H.Z.[Hong-Zhou], Wang, L.[Liang],
Credible Positioning of BDS RTK/INS Integration Based on Multi-Information Cross-Validation,
ITS(25), No. 11, November 2024, pp. 18408-18420.
IEEE DOI 2411
Accuracy, Global navigation satellite system, Monitoring, Reliability, Real-time systems, Reliability theory, Satellites, BeiDou Navigation Satellite System BibRef

Wu, F.[Fan], Luo, H.Y.[Hai-Yong], Zhao, F.[Fang], Wei, L.R.[Liang-Rui], Zhou, B.[Bo],
Optimizing GNSS/INS Integrated Navigation: A Deep Learning Approach for Error Compensation,
SPLetters(31), 2024, pp. 3104-3108.
IEEE DOI 2411
Vectors, Computational modeling, Mathematical models, Data models, Gyroscopes, Deep learning, Accelerometers, Inertial navigation, urban canyon BibRef

Cao, Z.J.[Zhuo-Jian], Liu, J.[Jiang], Jiang, W.[Wei], Cai, B.G.[Bai-Gen], Wang, J.[Jian],
Resilient GNSS/INS-Based Railway Train Localization Using Odometer/Trackmap-Enabled Jamming Discrimination,
ITS(25), No. 12, December 2024, pp. 19852-19872.
IEEE DOI 2412
Global navigation satellite system, Jamming, Location awareness, Rail transportation, Receivers, Resilience, Accuracy, Satellites, sensor data fusion BibRef

Wang, Z.J.[Zi-Jian], Liu, J.H.[Jiang-Hua], Jiang, J.[Jinguang], Wu, J.J.[Jia-Ji], Wang, Q.H.[Qing-Hai], Liu, J.N.[Jing-Nan],
An Adaptive Combined Filtering Algorithm for Non-Holonomic Constraints with Time-Varying and Thick-Tailed Measurement Noise,
RS(17), No. 7, 2025, pp. 1126.
DOI Link 2504
GNSS/INS navigation. BibRef

Wu, Y.B.[Yi-Bin], Kuang, J.[Jian], Niu, X.J.[Xiao-Ji], Stachniss, C.[Cyrill], Klingbeil, L.[Lasse], Kuhlmann, H.[Heiner],
Wheel-GINS: A GNSS/INS Integrated Navigation System With a Wheel-Mounted IMU,
ITS(26), No. 5, May 2025, pp. 6891-6903.
IEEE DOI Code:
WWW Link. 2505
Wheels, Global navigation satellite system, Navigation, Mobile robots, Accuracy, Sensors, Sensor systems, Accelerometers, robot navigation BibRef

Ning, B.[Bokun], Zhao, F.[Fang], Luo, H.Y.[Hai-Yong], Luo, D.[Dan], Shao, W.H.[Wen-Hua],
Robust GNSS/INS Tightly Coupled Positioning Using Factor Graph Optimization with P-Spline and Dynamic Prediction,
RS(17), No. 10, 2025, pp. 1792.
DOI Link 2505
BibRef

Wang, H.W.[Hao-Wen], Wei, J.Y.[Jun-Yu], Qin, J.[Jiangyi], Zhu, N.[Ni], Ren, M.[Meilin], Zhao, Z.Q.[Zong-Qing], Hu, L.S.[Liu-Shun],
Dynamic Process Noise Covariance Adjustment in GNSS/INS Integrated Navigation Using GRU-SAC for Enhanced Positioning Accuracy,
ITS(26), No. 6, June 2025, pp. 9047-9064.
IEEE DOI 2506
Noise, Navigation, Covariance matrices, Kalman filters, Accuracy, Heuristic algorithms, Technological innovation, GNSS outage BibRef

Zhao, J.[Jingang], Sun, W.[Wei], Ding, W.[Wei], Li, Y.[Yadan], Sun, P.X.[Peng-Xiang], Sun, P.[Peilun],
Vehicle Cooperative Positioning With Tightly Coupled GNSS/INS/UWB Integration Based on Improved Multiple Fading Factors and Adaptive Cost Function,
ITS(26), No. 7, July 2025, pp. 9740-9754.
IEEE DOI 2507
Global navigation satellite system, Satellites, Accuracy, Particle measurements, Cost function, Atmospheric measurements, vehicle cooperative positioning BibRef

Lyu, W.W.[Wei-Wei], Wang, Y.L.[Ying-Li], Jin, S.G.[Shuang-Gen], Huang, H.[Haocai], Tian, X.J.[Xiao-Juan], Wang, J.L.[Jin-Ling],
Robust Adaptive Multiple Backtracking VBKF for In-Motion Alignment of Low-Cost SINS/GNSS,
RS(17), No. 15, 2025, pp. 2680.
DOI Link 2508
BibRef

Yin, J.[Jiankai], Li, W.[Wenshuo], Liu, X.[Xin], Wang, Y.[Yan], Yang, J.[Jian], Yu, X.[Xiang], Guo, L.[Lei],
KFDNNs-Based Intelligent INS/PS Integrated Navigation Method Without Statistical Knowledge,
ITS(26), No. 8, August 2025, pp. 12197-12209.
IEEE DOI 2508
Kalman filters, Training, Accuracy, State estimation, Vectors, Mathematical models, Fuses, Accelerometers, Position measurement, attitude and heading determination BibRef

Li, Y.Y.[Yang-Yang], Tang, W.M.[Wei-Ming], Deng, C.L.[Chen-Long], Zou, X.[Xuan], Zhang, S.[Siyu], Li, Z.Y.[Zhi-Yuan], Wang, Y.P.[Yi-Peng],
Integrity Monitoring for BDS/INS Real-Time Kinematic Positioning Between Two Moving Platforms,
RS(17), No. 16, 2025, pp. 2766.
DOI Link 2509
BibRef


Navidi, N., Landry, Jr., R.,
A New Survey on Self-Tuning Integrated Low-Cost GPS/INS Vehicle Navigation System in Harsh Environment,
UAV-g15(75-81).
DOI Link 1512
BibRef

Wang, J.L.[Jin-Ling], Garratt, M.[Matthew], Lambert, A.[Andrew], Wang, J.J.G.[Jack Jian-Guo], Han, S.L.[Song-Lai], Sinclair, D.[David],
Integration of GPS/INS/Vision Sensors to Navigate Unmanned Aerial Vehicles,
ISPRS08(B1: 963 ff).
PDF File. 0807
BibRef

Chapter on Active Vision, Camera Calibration, Mobile Robots, Navigation, Road Following continues in
GPS, GNSS, Precise Point Positioning .


Last update:Oct 6, 2025 at 14:07:43