Localization estimation based on Extended Kalman filter using multiple sensors

VD Hoang, MH Le, DC Hernández… - IECON 2013-39th …, 2013 - ieeexplore.ieee.org
This paper describes a method for localization estimation based on Extended Kalman filter
using an omnidirectional camera and a laser rangefinder. Laser rangefinder information is …

[PDF][PDF] Localization based on matching location of AGV

S Butdee¹, A Suebsomran - 2007 - Citeseer
Localization is a critical issue in mobile vehicles. Mobile vehicles must know its position and
orientation in order to movement to reach the goals precisely. In this paper, we describe …

Basic localization alogrithm using cubature Kalman filter based on encoder and laser

P Li, J Huang, M Wan, S Wang… - 2012 IEEE 11th …, 2012 - ieeexplore.ieee.org
This paper presents a basic localization algorithm for the outdoor navigation system. The
algorithm uses cubature Kalman filter based on standard dead reckoning sensors and laser …

Sensor fusion based state estimation for localization of autonomous vehicle

S Gunaga, NC Iyer, A Kulkarni - 12th International Conference on …, 2020 - dl.acm.org
Localization is an estimate of vehicle position for a given environment. This work focuses on
the state estimation of a vehicle for localization functionality using the Schmidt Kalman filter …

Sensor fusion of localization using unscented Kalman filter

JH Lee, KH Jung, JM Kim, SS Kim - Journal of the Korean Institute …, 2011 - koreascience.kr
This paper presents to study the sensor fusion of positioning sensors using UKF (unscented
Kalman filter) for positioning accuracy improvement of AGV (automatic guided vehicle). The …

A simultaneous localization and mapping algorithm based on Kalman filtering

H Chou, M Traonmilin, E Ollivier… - IEEE Intelligent Vehicles …, 2004 - ieeexplore.ieee.org
For automatic navigation of autonomous vehicles, localization in real time is a key issue. In
this article, a simultaneous localization and mapping algorithm is proposed for an …

Vision based global localization for intelligent vehicles

TK Xia, M Yang, RQ Yang - 2006 IEEE Intelligent Vehicles …, 2006 - ieeexplore.ieee.org
In this paper, we proposed a vision based global localization approach for intelligent
vehicles. A single camera is used to determine vehicle's lateral and longitudinal offsets with …

Localization system of autonomous vehicle via Kalman filtering

DJ Kim, MK Kim, KS Lee, HG Park… - 2011 11th International …, 2011 - ieeexplore.ieee.org
This paper proposes a localization system for autonomous vehicle via Kalman filtering.
Absolute positioning is required to obtain successful operation of an autonomous vehicle's …

Implementation of real-time positioning system using extended Kalman filter and artificial landmark on ceiling

A Rusdinar, J Kim, J Lee, S Kim - Journal of Mechanical Science and …, 2012 - Springer
Most localization algorithms use a range sensor or vision in a horizontal view, which usually
imparts some disruption from a dynamic or static obstacle. By using landmarks on ceiling …

Integration of multiple vehicle models with an IMM filter for vehicle localization

K Jo, K Chu, K Lee, M Sunwoo - 2010 IEEE intelligent vehicles …, 2010 - ieeexplore.ieee.org
A vehicle localization system can be extremely useful for intelligent transformation systems
(ITS) such as advanced driver assistance systems (ADASs), emergency vehicle notification …