Particle filter for sensor fusion in a land vehicle navigation system

N Yang, WF Tian, ZH Jin… - Measurement science and …, 2005 - iopscience.iop.org
Kalman filter (EKF) is used for sensor fusion in a land vehicle navigation system. However,
defects of the first-order linearization of the nonlinear model in … , a novel particle filter (PF) for …

Reduced inertial sensor system (RISS)/GPS integration using particle filtering for land vehicles

J Georgy, U Iqbal, M Bayoumi, A Noureldin - … of the Satellite Division of the …, 2008 - ion.org
… based on Kalman filter (KF). Targeting a low cost navigation solution for land vehicles, this
… With the assumption that the vehicle mostly stay in the horizontal plane, the RISS consist of …

A land vehicle tracking algorithm using stand-alone GPS

JH Kim, JH Oh - Control Engineering Practice, 2000 - Elsevier
… a discrete Kalman filter is designed by using the conversion method that is described above.
In this paper, the prediction term Δ is added using the relation of the discrete Kalman filter

An innovative information fusion method with adaptive Kalman filter for integrated INS/GPS navigation of autonomous vehicles

Y Liu, X Fan, C Lv, J Wu, L Li, D Ding - Mechanical systems and signal …, 2018 - Elsevier
… a navigation technology based on Adaptive Kalman Filter with attenuation factor is proposed
… % higher than that of a traditional Adaptive Kalman Filter. It also shows that the precision of …

Fuzzy logic rule-based Kalman filter for estimating true speed of a ground vehicle

K Kobayashi, KC Cheok… - Intelligent Automation & …, 1995 - Taylor & Francis
… The new approach presented in this paper yields simpler Kalman filter implementation and
… complex vehicle dynamics model in our development. Instead, we will use Kalman filtering

Kalman and particle filtering methods for full vehicle and tyre identification

K Bogdanski, MC Best - Vehicle System Dynamics, 2018 - Taylor & Francis
Kalman Filters can also operate in real-time in on-line modelKalman Filter methods yield
identical results (and we will see indistinguishable difference in the more complex full vehicle

A stochastic model-based fusion algorithm for enhanced localization of land vehicles

G Guo, J Liu - IEEE Transactions on Instrumentation and …, 2021 - ieeexplore.ieee.org
… and residual using the sigma-point-based receding-horizon Kalman finite-impulse response
filter [18] or the rigid point set registration algorithm with cubature Kalman filtering [19]. Bias …

Interval Kalman filtering in navigation system design for an uninhabited surface vehicle

A Motwani, SK Sharma, R Sutton… - The Journal of …, 2013 - cambridge.org
… the potential application of interval Kalman filtering techniques in the design of a navigation
system for an uninhabited surface vehicle named Springer. The interval Kalman filter (IKF) is …

Accurate attitude estimation of a moving land vehicle using low-cost MEMS IMU sensors

H Ahmed, M Tahir - … Transactions on Intelligent Transportation …, 2016 - ieeexplore.ieee.org
… for the Kalman Filter, we noted that during the typical motion of land vehicle, pitch or roll …
the most suitable since it allows a linear Kalman filter and the dimensions are only three. Let …

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 …