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020 _a9783030692476
024 7 _a10.1007/978-3-030-69247-6
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_erda
_dES-MaUEC
050 4 _aQA9.64
_b2021 EB
100 1 _aDirik, Mahmut
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9677875
245 1 0 _aVision-Based Mobile Robot Control and Path Planning Algorithms in Obstacle Environments Using Type-2 Fuzzy Logic
_cby Mahmut Dirik, Oscar Castillo, Fatih Kocamaz.
250 _aFirst edition 2021
264 1 _aCham
_bSpringer International Pulishing
_c2021
300 _a1 recurso en línea (XVIII, 127 páginas)
_b89 ilustraciones, 79 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _atext file
_bPDF
_2
490 0 _aStudies in Fuzziness and Soft Computing
_x1434-9922
_v407
490 0 _aIntelligent Technologies and Robotics (SpringerNature-42732)
490 0 _aIntelligent Technologies and Robotics (R0) (SpringerNature-43728)
505 0 _aChapter 1: Introduction -- Chapter 2: Literature review -- Chapter 3: Prelimenary definition -- Chapter 4: Materials and methods.
520 3 _a The book includes topics, such as: path planning, avoiding obstacles, following the path, go-to-goal control, localization, and visual-based motion control. The theoretical concepts are illustrated with a developed control architecture with soft computing and artificial intelligence methods. The proposed vision-based motion control strategy involves three stages. The first stage consists of the overhead camera calibration and the configuration of the working environment. The second stage consists of a path planning strategy using several traditional path planning algorithms and proposed planning algorithm. The third stage consists of the path tracking process using previously developed Gauss and Decision Tree control approaches and the proposed Type-1 and Type-2 controllers. Two kinematic structures are utilized to acquire the input values of controllers. These are Triangle Shape-Based Controller Design, which was previously developed and Distance-Based Triangle Structure that is used for the first time in conducted experiments. Four different control algorithms, Type-1 fuzzy logic, Type-2 Fuzzy Logic, Decision Tree Control, and Gaussian Control have been used in overall system design. The developed system includes several modules that simplify characterizing the motion control of the robot and ensure that it maintains a safe distance without colliding with any obstacles on the way to the target. The topics of the book are extremely relevant in many areas of research, as well as in education in courses in computer science, electrical and mechanical engineering and in mathematics at the graduate and undergraduate levels.
988 _aSpringer_Robotics_2021
650 7 _2embne
_aInteligencia artificial
_9413115
650 7 _2embne
_aLógica difusa
_9152594
700 1 _aCastillo, Óscar
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_937054
700 1 _aKocamaz, Fatih
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9677876
776 0 8 _iPrinted edition:
_z9783030692469
776 0 8 _iPrinted edition:
_z9783030692483
776 0 8 _iPrinted edition:
_z9783030692490
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-69247-6
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
_n0
998 _b03/2021
_dz
_eIG
_zSI