The Contributions of AI Usage Over AUVs’ Path-Following and Path-Planning

The increasing of interesting in exploration of the underwater environment unknown and complexity, accentuated the need of the underwater vehicles with trusted robust control systems.Over a few pasts dedicates, much of researchers and scholars shown a huge racing for designing and implementing navigation systems supporting autonomy for underwater vehicles.This paper will explore the basic concepts of Autonomous Underwater Vehicle (AUV) control systems and terms.Two different criteria of algorithms for AUVs' path trajectory will discussed and explained (Path Following and Path Planning).Also, some path trajectory algorithms which have been designed with aiding of AI techniques are discussed through this research work; Where the study shows the similarities and differences between different types, and then assesses the benefits gained from the use of AI technology.

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Publication Details

Journal
International Journal of Computer Applications
Published
2025-08-20
DOI
https://doi.org/10.5120/ijca2025925489
Primary Topic
Robotic Path Planning Algorithms
Type
article
Field-Weighted Citation Impact
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article

The Contributions of AI Usage Over AUVs’ Path-Following and Path-Planning

Muhammad Ali, Bei Peng, Abeer Ali Sirelkhatim
International Journal of Computer Applications
Robotic Path Planning Algorithms
article

The Contributions of AI Usage Over AUVs’ Path-Following and Path-Planning

Muhammad Ali, Bei Peng, Abeer Ali Sirelkhatim
article en

Abstract

The increasing of interesting in exploration of the underwater environment unknown and complexity, accentuated the need of the underwater vehicles with trusted robust control systems.Over a few pasts dedicates, much of researchers and scholars shown a huge racing for designing and implementing navigation systems supporting autonomy for underwater vehicles.This paper will explore the basic concepts of Autonomous Underwater Vehicle (AUV) control systems and terms.Two different criteria of algorithms for AUVs' path trajectory will discussed and explained (Path Following and Path Planning).Also, some path trajectory algorithms which have been designed with aiding of AI techniques are discussed through this research work; Where the study shows the similarities and differences between different types, and then assesses the benefits gained from the use of AI technology.

International Journal of Computer ApplicationsVol. 187(28)
University of Electronic Science and Technology of China (CN), Nile Valley University (SD)
Climate action
Openalex Percentile: Top 79%
Robotic Path Planning Algorithms
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The Contributions of AI Usage Over AUVs’ Path-Following and Path-Planning — Muhammad Ali, Bei Peng, et al. · International Journal of Computer Applications (2025) | TGRS Research Map | TGRS