An AI-Assisted Autonomous IoRT Agent for Smart Spaces

Yakup Kayataş, Sanem Kabadayi

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationUBMK 2024 - Proceedings
Subtitle of host publication9th International Conference on Computer Science and Engineering
EditorsEsref Adali
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages613-618
Number of pages6
ISBN (Electronic)9798350365887
DOIs
Publication statusPublished - 2024
Event9th International Conference on Computer Science and Engineering, UBMK 2024 - Antalya, Turkey
Duration: 26 Oct 202428 Oct 2024

Publication series

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

Conference

Conference9th International Conference on Computer Science and Engineering, UBMK 2024
Country/TerritoryTurkey
CityAntalya
Period26/10/2428/10/24

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

Keywords

  • AI
  • IoRT
  • IoT
  • Robot
  • Smart Environment
  • Smart Industry

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