Innovations in Science and Technologies Том 1 № 7 (2024) · с. 16-28
ANALYSIS OF PROBLEMS AND POTENTIAL SOLUTIONS IN LOCALIZING OBJECTS IN 3D SPACE
Abdijamalova, Dilnoza
Аннотация
This article provides an overview of existing methods for 3D object localization and the challenges associated with their application in various fields such as robotics, autonomous transportation, and smart cities. It explores the use of various technologies such as radio frequency (RF) localization, LiDAR, computer vision, and artificial intelligence (AI) in the context of localization systems. The article discusses the advantages and limitations of each technology and proposes potential solutions to overcome the challenges, such as combining multiple sensors through sensor fusion, applying machine learning models, and using advanced algorithms.
3D object localizationradio frequency localizationLiDARcomputer visionartificial intelligencemachine learningautonom systemsrobotechnology3D ob'ektni mahalliylashtirishradiochastota (RF) lokalizatsiyasi
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