A novel hybrid fusion algorithm for low-cost GPS/INS integrated navigation system during GPS outages

D Li, X Jia, J Zhao - Ieee Access, 2020 - ieeexplore.ieee.org
… in GPS and INS integration to provide a robust navigation solution [7]. However, the Kalman
filtering algorithm … Ali, ‘‘An adaptive & fault tolerant sins/gps integrated navigation scheme …

Unscented Kalman filter with process noise covariance estimation for vehicular INS/GPS integration system

G Hu, B Gao, Y Zhong, C Gu - Information Fusion, 2020 - Elsevier
… subject to the inherent process noise uncertainty as GPS works normally [23]. Therefore, it is
… to the vehicular INS/GPS integration. Although the adaptive Kalman filters based on linear …

Performance evaluation of real-time tightly-coupled GNSS PPP/MEMS-based inertial integration using an improved robust adaptive Kalman filter

A Elmezayen, A El-Rabbany - Journal of Applied Geodesy, 2020 - degruyter.com
… -based TC GPS+Galileo PPP/MEMS-based INS integration algorithm is … adaptive Kalman
filter (IRKF) in this research, is implemented for real-time TC GPS+Galileo PPP/INS integration. …

A mixed optimization method based on adaptive Kalman filter and wavelet neural network for INS/GPS during GPS outages

X Wei, J Li, K Feng, D Zhang, P Li, L Zhao… - IEEE Access, 2021 - ieeexplore.ieee.org
… of INS and GPS, with the advantages of small size, low cost, … INS/GPS integrated system in
case of GPS outages. The correlation filtering algorithms based on the classical Kalman filter (…

An improved innovation adaptive Kalman filter for integrated INS/GPS navigation

B Sun, Z Zhang, D Qiao, X Mu, X Hu - Sustainability, 2022 - mdpi.com
algorithm is predicated on sacrificing some estimation accuracy. The adaptive Kalman filter
algorithm … With the widespread use of integrated INS/GNSS navigation, low cost and high …

Cubature Kalman filter with both adaptability and robustness for tightly-coupled GNSS/INS integration

B Gao, G Hu, Y Zhong, X Zhu - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
… derives a novel adaptive CKF (Cubature Kalman Filter) with … The detailed algorithm of the
method is described as follows: … evaluation of cubature Kalman filter in a GPS/IMU tightly-…

An improved adaptive unscented Kalman filter with application in the deeply integrated BDS/INS navigation system

J Sun, L Tao, Z Niu, B Zhu - IEEE Access, 2020 - ieeexplore.ieee.org
… We propose an improved adaptive unscented Kalman filter(AUKF) based on forgetting-factor…
Smith, “Adaptive kalman filtering algorithms for integrating gps and low cost ins,” in PLANS …

Tightly coupled GNSS/INS integration with robust sequential Kalman filter for accurate vehicular navigation

Y Dong, D Wang, L Zhang, Q Li, J Wu - Sensors, 2020 - mdpi.com
… , and adaptation (DIA) method [19]. The DIA method has found its use in different GPS
In this research, we proposed a tightly coupled GNSS/INS integration algorithm using robust …

Adaptive filtering on GPS-aided MEMS-IMU for optimal estimation of ground vehicle trajectory

H Ahmed, I Ullah, U Khan, MB Qureshi, S Manzoor… - Sensors, 2019 - mdpi.com
… in numerous commercial applications due to their low cost; however, they are characterized
by … on adaptive Kalman filtering, implemented using the GPS-INS loose-coupling integration

Low-cost integrated INS/GNSS using adaptive H∞ Cubature Kalman Filter

S Taghizadeh, R Safabakhsh - The Journal of Navigation, 2023 - cambridge.org
… variety of improved filtering algorithms, including the unscented Kalman filter (UKF), particle
INS and GPS measurements for autonomous navigation in a tightly coupled approach. GPS