Underwater Vehicle Control and Communication Systems Based on Machine Learning Techniques
1st Edition
Published on 4. December 2023
Book
Hardback
158 pages
978-1-032-33534-6 (ISBN)
Description
The development of intelligent transportation systems, especially autonomous underwater vehicles, has become significant in marine engineering, with an aim to enhance energy efficiency management and communication systems. This book covers different aspects of optimization of autonomous underwater vehicles and their propulsion systems via machine learning techniques. It further analyses hydrodynamic characteristics including the study of experimental investigation combined with hydrodynamic characteristics backed by MATLAB (R) codes and simulation study results.
Features:
Covers utilization of machine learning techniques with a focus on marine science and ocean engineering.
Details effect of the intelligent transportation system (ITS) into the sustainable environment and ecology system.
Evaluates performance of particle swarm intelligence-based optimization techniques.
Reviews propulsion performance of the remote-controlled vehicles based on machine learning techniques.
Includes MATLAB (R) examples and simulation study results.
This book is aimed at graduate students and researchers in marine engineering and technology, computer science, and control system engineering.
Features:
Covers utilization of machine learning techniques with a focus on marine science and ocean engineering.
Details effect of the intelligent transportation system (ITS) into the sustainable environment and ecology system.
Evaluates performance of particle swarm intelligence-based optimization techniques.
Reviews propulsion performance of the remote-controlled vehicles based on machine learning techniques.
Includes MATLAB (R) examples and simulation study results.
This book is aimed at graduate students and researchers in marine engineering and technology, computer science, and control system engineering.
More details
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
College/higher education
Professional and scholarly
Academic and Postgraduate
Illustrations
68 s/w Abbildungen, 18 s/w Photographien bzw. Rasterbilder, 50 s/w Zeichnungen, 13 s/w Tabellen
13 Tables, black and white; 50 Line drawings, black and white; 18 Halftones, black and white; 68 Illustrations, black and white
Dimensions
Height: 240 mm
Width: 161 mm
Thickness: 14 mm
Weight
435 gr
ISBN-13
978-1-032-33534-6 (9781032335346)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Tien Anh Tran | Kolla Bhanu Prakash | Subrata Chowdhury
Underwater Vehicle Control and Communication Systems Based on Machine Learning Techniques
Book
07/2025
1st Edition
CRC Press
€76.00
Shipment within 10-20 days
Tien Anh Tran | Kolla Bhanu Prakash | Subrata Chowdhury
Underwater Vehicle Control and Communication Systems Based on Machine Learning Techniques
E-Book
12/2023
1st Edition
Taylor & Francis
€69.99
Available for download
Tien Anh Tran | Kolla Bhanu Prakash | Subrata Chowdhury
Underwater Vehicle Control and Communication Systems Based on Machine Learning Techniques
E-Book
12/2023
1st Edition
Taylor & Francis
€69.99
Available for download
Persons
Tien Anh Tran (IEEE Member, IMarEST Member) a Research Fellow at Seoul National University, Seoul city, South Korea. He is an Assistant Professor (Lecturer) at Department of Marine Engineering, Vietnam Maritime University, Haiphong City, Vietnam. Additionally, he is also an Honorary Professor at School of Computing Science and Engineering, Galgotias University, India.
Kolla Bhanu Prakash is working as Professor and Research Group Head for A.I & Data Science Research group at KLEF.
Subrata Chowdhury is perusing M.Tech at the Sreenivasa Institute of Technology and Management Studies, Chittoor Andhra Pradesh, India.
Ivan Tam is an Associate Professor at Newcastle University in the UK with a wealth of experience in multi-disciplinary research and a strong track record of leading innovative projects. His research interest is in the clean fuel combustion process, exhaust emission control, energy management and renewable energy technology.
Kolla Bhanu Prakash is working as Professor and Research Group Head for A.I & Data Science Research group at KLEF.
Subrata Chowdhury is perusing M.Tech at the Sreenivasa Institute of Technology and Management Studies, Chittoor Andhra Pradesh, India.
Ivan Tam is an Associate Professor at Newcastle University in the UK with a wealth of experience in multi-disciplinary research and a strong track record of leading innovative projects. His research interest is in the clean fuel combustion process, exhaust emission control, energy management and renewable energy technology.
Content
1. A Survey on Enhancement and Restoration of Underwater Image: Challenges, Techniques and Datasets. 2. Advances of Unmanned Autonomous Vehicle and Its Communication Systems. 3. Control Algorithms for Multiple Autonomous Underwater Vehicles to Cooperatively Encirle Intelligent Intrusion Devices. 4. Safety Management Based on Machine Learning for Identifying Unexpected Faults in Autonomous Underwater Vehicles. 5. Internet of Things and Machine Learning for Transportation System Using Adaptive Enhanced K-Nearest Neighbor Algorithm. 6. Optimization of Routing Protocols in ITS Using Elephant Heard Algorithm for Underwater Wireless Sensor Networks. 7. Effect of the Intelligent Transportation System into the Sustainable Environment and Ecology System. 8. An Application Oriented Integrated Unequal Clustering Algorithm for Wireless Senor Network.