Augmented Kalman filter and map matching for 3D RISS/GPS integration for land vehicles

M Cossaboom, J Georgy, T Karamat… - … Journal of Navigation …, 2012 - Wiley Online Library
… are the main concern, such as land vehicle and pedestrian navigation. … and two accelerometers
along with vehicle’s built-in … of INS/GPS integration is Kalman filtering (KF) which can be …

Vehicle dynamics estimation via augmented Extended Kalman Filtering

G Reina, A Messina - Measurement, 2019 - Elsevier
… In this paper, an Extended Kalman Filter is adopted to estimate simultaneously the vehicle
… and measurements of the vehicle’s response ( r g , a y ) are input to the filter that recursively …

[PDF][PDF] Location estimation for an autonomously guided vehicle using an augmented Kalman filter to autocalibrate the odometry

TD Larsen, M Bak, NA Andersen… - FUSION98 Spie …, 1998 - researchgate.net
… , the augmented Kalman lter should be used always. Further, by using the augmented lter it
is … In this paper an augmented Kalman lter for an AGV with a dual encoder system supported …

Comparison between the unscented Kalman filter and the extended Kalman filter for the position estimation module of an integrated navigation information system

M St-Pierre, D Gingras - IEEE Intelligent Vehicles Symposium …, 2004 - ieeexplore.ieee.org
… The goal of the present paper is to analyse the performance improvement of the unscented
Kalman filter over the extended Kalman filter for an integrated navigation information system. …

Loosely coupled GPS/INS integration with Kalman filtering for land vehicle applications

VH Nguyen - 2012 International Conference on Control …, 2012 - ieeexplore.ieee.org
… been used widely in land vehicles to provide positioning … Therefore, GPS receiver can be
augmented with the inertial … is formulated and an extended Kalman filter is then applied to …

Simultaneous localization and mapping based on Kalman filter and extended Kalman filter

I Ullah, X Su, X Zhang, D Choi - Wireless communications and …, 2020 - Wiley Online Library
vehicle with absolute measurement, (c) motionless robot with relative measurement, (d)
moving vehicle with relative measurement, and (e) moving vehicle … the Extended Kalman Filter (…

A Kalman filter model for GPS navigation of land vehicles

S Cooper, H Durrant-Whyte - Proceedings of IEEE/RSJ …, 1994 - ieeexplore.ieee.org
… the development of an extended Kalman filter model for autonomous ground vehicle navigation …
The Kalman filter model incorporates a detailed statistical model of all major GPS errors …

Low cost two dimension navigation using an augmented Kalman filter/Fast Orthogonal Search module for the integration of reduced inertial sensor system and Global …

Z Shen, J Georgy, MJ Korenberg… - Transportation Research …, 2011 - Elsevier
… -grade gyroscope and the vehicle built-in odometer. The system works together with GPS
to provide 2D navigation for land vehicles. With adequate accuracy, Kalman filter (KF) is the …

Kalman filter-based integration of DGPS and vehicle sensors for localization

S Rezaei, R Sengupta - IEEE transactions on control systems …, 2007 - ieeexplore.ieee.org
… from those vehicles, without use of ranging sensors. The vehicle sensors consist of wheel …
We fuse these in an extended Kalman filter. The process model is a dynamic bicycle model. …

Augmenting Kalman filtering with parallel cascade identification for improved 2D land vehicle navigation

U Iqbal, J Georgy, MJ Korenberg… - 2010 IEEE 72nd …, 2010 - ieeexplore.ieee.org
… This paper presented a navigation solution for land vehicles using low-cost MEMS-based
RISS/GPS integration. The integration was achieved using loosely coupled augmented KF-PCI …