An Analysis of -based Localization

Instead of using the well-known Kalman filter (H filter), filter which is also known as minimax filter, can be used to estimate robot location as part of can affects the filter performance, the variation of its selection are demonstrated to grasp the overview of the estimation performance. The an...

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Main Authors: Hamzah, Ahmad, Nur Aqilah, Othman
Format: Conference or Workshop Item
Language:English
Published: 2014
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/9778/
http://umpir.ump.edu.my/id/eprint/9778/1/An%20Analysis%20of%20%CE%B3%20Effects%20to%20H%E2%88%9E%20Filter-based%20Localization.pdf
id ump-9778
recordtype eprints
spelling ump-97782018-02-05T06:57:59Z http://umpir.ump.edu.my/id/eprint/9778/ An Analysis of -based Localization Hamzah, Ahmad Nur Aqilah, Othman TK Electrical engineering. Electronics Nuclear engineering Instead of using the well-known Kalman filter (H filter), filter which is also known as minimax filter, can be used to estimate robot location as part of can affects the filter performance, the variation of its selection are demonstrated to grasp the overview of the estimation performance. The analysis is divided into two categories; non-moving mobile robot and moving robot for different values of comparison of the performance between filter and Kalman filter is included to differentiate the capabilities of both filters in the localization problem. Simulation results show that, filter exhibits better outcomes than the Kalman filter and thus provides another available methods for the solution of SLAM problem. 2014 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/9778/1/An%20Analysis%20of%20%CE%B3%20Effects%20to%20H%E2%88%9E%20Filter-based%20Localization.pdf Hamzah, Ahmad and Nur Aqilah, Othman (2014) An Analysis of -based Localization. In: Colloquium on Robotics, Unmanned Systems And Cybernetics 2014 (CRUSC 2014), 20 Nov 2014 , Universiti Malaysia Pahang. pp. 22-27.. (Unpublished)
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Hamzah, Ahmad
Nur Aqilah, Othman
An Analysis of -based Localization
description Instead of using the well-known Kalman filter (H filter), filter which is also known as minimax filter, can be used to estimate robot location as part of can affects the filter performance, the variation of its selection are demonstrated to grasp the overview of the estimation performance. The analysis is divided into two categories; non-moving mobile robot and moving robot for different values of comparison of the performance between filter and Kalman filter is included to differentiate the capabilities of both filters in the localization problem. Simulation results show that, filter exhibits better outcomes than the Kalman filter and thus provides another available methods for the solution of SLAM problem.
format Conference or Workshop Item
author Hamzah, Ahmad
Nur Aqilah, Othman
author_facet Hamzah, Ahmad
Nur Aqilah, Othman
author_sort Hamzah, Ahmad
title An Analysis of -based Localization
title_short An Analysis of -based Localization
title_full An Analysis of -based Localization
title_fullStr An Analysis of -based Localization
title_full_unstemmed An Analysis of -based Localization
title_sort analysis of -based localization
publishDate 2014
url http://umpir.ump.edu.my/id/eprint/9778/
http://umpir.ump.edu.my/id/eprint/9778/1/An%20Analysis%20of%20%CE%B3%20Effects%20to%20H%E2%88%9E%20Filter-based%20Localization.pdf
first_indexed 2023-09-18T22:08:42Z
last_indexed 2023-09-18T22:08:42Z
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