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An AI-Assisted Autonomous IoRT Agent for Smart Spaces

  • Istanbul Technical University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

2 Atıf (Scopus)

Özet

The Internet of Robotic Things (IoRT) integrates autonomous robots into smart environments and enables advanced applications in various domains such as smart cities, warehouses, and factories. In this study, we implement a modular IoRT system that can be adapted to many application domains. Our system uses a differential drive autonomous robot with ROS (Robot Operating System) for localization and navigation along with an orchestrator for interoperability with IoT devices and processes environmental sensor data to dynamically assist the robot's actions. To enhance the robot's autonomy and decision- making, we use artificial intelligence (AI) in two areas: (i) real-time human detection using AI computer vision to improve spatial awareness, and (ii) determining and following the shortest path for navigation. When a human is detected at the smart station (designated area equipped with an IoT ultrasonic sensor and an IoT camera), the robot autonomously navigates there. This implementation illustrates an exemplary use of IoRT in the transportation domain. The novel contributions of this work are the integration of IoT devices, an autonomous robot, and AI-based methods in an IoRT system, modularity that supports adaptation to different applications, and real-time system monitorina throuah WebSockets.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıUBMK 2024 - Proceedings
Ana bilgisayar yayını alt yazısı9th International Conference on Computer Science and Engineering
EditörlerEsref Adali
YayınlayanInstitute of Electrical and Electronics Engineers Inc.
Sayfalar613-618
Sayfa sayısı6
ISBN (Elektronik)9798350365887
DOI'lar
Yayın durumuYayınlandı - 2024
Etkinlik9th International Conference on Computer Science and Engineering, UBMK 2024 - Antalya, Türkiye
Süre: 26 Eki 202428 Eki 2024

Yayın serisi

AdıUBMK 2024 - Proceedings: 9th International Conference on Computer Science and Engineering

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???event.eventtypes.event.conference???9th International Conference on Computer Science and Engineering, UBMK 2024
Ülke/BölgeTürkiye
ŞehirAntalya
Periyot26/10/2428/10/24

Bibliyografik not

Publisher Copyright:
© 2024 IEEE.

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    SKH 9 Sanayi, Yenilikçilik ve Altyapı
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    SKH 11 Sürdürülebilir Şehirler ve Topluluklar

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