SEKTÖREL GRİD TEMELLİ MİHVERLEME YÖNTEMİ VE GENETİK ALGORİTMALARLA İNSANSIZ KARA ARACI NAVİGASYONU
In this study, autonomous navigation of an Unmanned Ground Vehicle moving in an unknown environment is realized with Genetic Algorithms using Sectoral Grid Based Axising Method. For the algorithm, three dimensional environment is reduced to two dimensional numerical matrix. Terrain structure as we...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Turkish Air Force Academy
2009-01-01
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| Series: | Havacılık ve Uzay Teknolojileri Dergisi |
| Subjects: | |
| Online Access: | http://www.jast.hho.edu.tr/JAST/index.php/JAST/article/view/198/186 |
| _version_ | 1797907915978309632 |
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| author | Rafet Aksoy Sefer Kurnaz |
| author_facet | Rafet Aksoy Sefer Kurnaz |
| author_sort | Rafet Aksoy |
| collection | DOAJ |
| description | In this study, autonomous navigation of an Unmanned Ground Vehicle moving in an unknown environment is
realized with Genetic Algorithms using Sectoral Grid Based Axising Method. For the algorithm, three
dimensional environment is reduced to two dimensional numerical matrix. Terrain structure as well as obstacles
are mapped one to oneon to the matrix. Coding is based upon modularity for integrating real sensing and
localization inputs into the matrix including error rates. Mathematical formulization is build over Cartesian
Coordinate System for computational simplicity. Simulations are made in intense obstacle and severe terrain
conditions. The algorithm’s performance is tested and the results are discussed. |
| first_indexed | 2024-04-10T10:45:30Z |
| format | Article |
| id | doaj.art-73e051d49b9e4ca8846cb4c80cded0b5 |
| institution | Directory Open Access Journal |
| issn | 1304-0448 1304-0448 |
| language | English |
| last_indexed | 2024-04-10T10:45:30Z |
| publishDate | 2009-01-01 |
| publisher | Turkish Air Force Academy |
| record_format | Article |
| series | Havacılık ve Uzay Teknolojileri Dergisi |
| spelling | doaj.art-73e051d49b9e4ca8846cb4c80cded0b52023-02-15T16:20:21ZengTurkish Air Force AcademyHavacılık ve Uzay Teknolojileri Dergisi1304-04481304-04482009-01-01413345SEKTÖREL GRİD TEMELLİ MİHVERLEME YÖNTEMİ VE GENETİK ALGORİTMALARLA İNSANSIZ KARA ARACI NAVİGASYONURafet Aksoy 0Sefer Kurnaz1Turkish Air Force AcademyTurkish Air Force AcademyIn this study, autonomous navigation of an Unmanned Ground Vehicle moving in an unknown environment is realized with Genetic Algorithms using Sectoral Grid Based Axising Method. For the algorithm, three dimensional environment is reduced to two dimensional numerical matrix. Terrain structure as well as obstacles are mapped one to oneon to the matrix. Coding is based upon modularity for integrating real sensing and localization inputs into the matrix including error rates. Mathematical formulization is build over Cartesian Coordinate System for computational simplicity. Simulations are made in intense obstacle and severe terrain conditions. The algorithm’s performance is tested and the results are discussed.http://www.jast.hho.edu.tr/JAST/index.php/JAST/article/view/198/186RobotUnmanned Ground VehiclesGenetic AlgorithmsAutonomyNavigationPath Planning |
| spellingShingle | Rafet Aksoy Sefer Kurnaz SEKTÖREL GRİD TEMELLİ MİHVERLEME YÖNTEMİ VE GENETİK ALGORİTMALARLA İNSANSIZ KARA ARACI NAVİGASYONU Havacılık ve Uzay Teknolojileri Dergisi Robot Unmanned Ground Vehicles Genetic Algorithms Autonomy Navigation Path Planning |
| title | SEKTÖREL GRİD TEMELLİ MİHVERLEME YÖNTEMİ VE GENETİK ALGORİTMALARLA İNSANSIZ KARA ARACI NAVİGASYONU |
| title_full | SEKTÖREL GRİD TEMELLİ MİHVERLEME YÖNTEMİ VE GENETİK ALGORİTMALARLA İNSANSIZ KARA ARACI NAVİGASYONU |
| title_fullStr | SEKTÖREL GRİD TEMELLİ MİHVERLEME YÖNTEMİ VE GENETİK ALGORİTMALARLA İNSANSIZ KARA ARACI NAVİGASYONU |
| title_full_unstemmed | SEKTÖREL GRİD TEMELLİ MİHVERLEME YÖNTEMİ VE GENETİK ALGORİTMALARLA İNSANSIZ KARA ARACI NAVİGASYONU |
| title_short | SEKTÖREL GRİD TEMELLİ MİHVERLEME YÖNTEMİ VE GENETİK ALGORİTMALARLA İNSANSIZ KARA ARACI NAVİGASYONU |
| title_sort | sektorel grid temelli mihverleme yontemi ve genetik algoritmalarla insansiz kara araci navigasyonu |
| topic | Robot Unmanned Ground Vehicles Genetic Algorithms Autonomy Navigation Path Planning |
| url | http://www.jast.hho.edu.tr/JAST/index.php/JAST/article/view/198/186 |
| work_keys_str_mv | AT rafetaksoy sektorelgridtemellimihverlemeyontemivegenetikalgoritmalarlainsansizkaraaracinavigasyonu AT seferkurnaz sektorelgridtemellimihverlemeyontemivegenetikalgoritmalarlainsansizkaraaracinavigasyonu |