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A Novel Navigation Method Fusing Multiple Constraint for Low-Cost INS/GNSS Integrated System in Urban Environments

IEEE Transactions on Vehicular Technology
Getting higher precision positioning and velocity result with lower cost in urban environment is an important pursuit of modern intelligent transportation, autonomous driving, and other fields. While a low-cost inertial navigation system (INS) and global
Zhe Yang, Hongbo Zhao, Xu Yang
semanticscholar   +1 more source

Navigation for fixed-wing unmanned aerial vehicles in the presence of GNSS outages

2013 IEEE International Symposium on Industrial Electronics, 2013
The accuracy of the most commonly used integrated navigation system of inertial navigation system (INS) and global navigation satellite system (GNSS) is greatly influenced by the quality of satellite signals. Based on the most commonly used navigation system that is equipped with barometer and airspeedometer, a new navigation algorithm is proposed for ...
Wenjie Zhao, Zhou Fang, Ping Li
openaire   +1 more source

A MEMS-Assisted GNSS Signal Uninterrupted Tracking Method Based on Adaptive Motion Constraints

IEEE Sensors Journal
In cities, global navigation satellite system (GNSS)-based land vehicle navigation is often interrupted due to the occlusion of satellite signals. Even after GNSS signals recover from occlusion, it will take some time for the GNSS receiver to acquire and
Xiaojun Zou, Xin Chen
semanticscholar   +1 more source

Vehicular Relative Positioning With Measurement Outliers and GNSS Outages

IEEE Sensors Journal, 2023
Yue Yuan, Ying Wang, Wei Gao, Feng Shen
openaire   +1 more source

Improved IMU/GNSS EKF Fusion Using XGBoost Machine Learning Algorithm

The International Conference on Electrical Engineering
For years, Inertial Measurement Unit (IMU) and Global Positioning System (GPS) have been playing a crucial role in navigation systems. The emergence of inexpensive IMU sensors has offered a lightweight alternative, yet they suffer from larger errors that
Rohan Kumar Reddy Damagatla   +1 more
semanticscholar   +1 more source

A hybrid information fusion method for SINS/GNSS integrated navigation system utilizing GRU-aided AKF during GNSS outages

Measurement Science and Technology
Abstract To enhance the performance of integrated inertial navigation system (INS) and global navigation satellite system (GNSS) during GNSS outages, this paper proposed a fusion positioning method based on predictive observation information and adaptive filter parameter.
Chuan Xu, Shuai Chen, Zhikuan Hou
openaire   +1 more source

Analyzing the contributions of multi-GNSS and INS to the PPP-AR outage re-fixing

GPS Solutions, 2021
Zhenqiang Du   +5 more
semanticscholar   +1 more source

A fusion method based on ANN to overcome the GNSS Outages for GNSS/INS System

2021 China Automation Congress (CAC), 2021
Xuan Xiao, JiaXing Sun, Qin Zhang
openaire   +1 more source

Tightly coupled MEMS based INS/GNSS performance evaluation during extended GNSS outages

Journal of Applied Geodesy, 2013
Azmir Hasnur Rabiain   +2 more
openaire   +1 more source

An integrated navigation algorithm assisted by CNN-Informer during short-time GNSS outages

Measurement Science and Technology
Abstract Inertial Navigation System (INS) and Global Navigation Satellite System (GNSSs) are commonly used in integrated navigation systems. The GNSS navigation system, however, is not autonomous, and its signals are susceptible to environmental influences leading to poor navigation results.
Yuan Hu, Zhe Fan, Wei Liu, Linjin Wu
openaire   +1 more source

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