Journal of Robotics, Networking and Artificial Life

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Volume 7, Issue 4, March 2021, Pages 253 - 257

Development of IoT Module with AI Function Using STM32 Chip

Authors
Hung Guo1, *, Evgeni Magid2, Kuo-Hsien Hsia1, Kuo-Lan Su1
1Department of Electrical Engineering, National Yunlin University of Science & Technology, 123 University Road, Section 3, Douliou, Yunlin 64002, Taiwan, R.O.C.
2Intelligent Robotics Department, Kazan Federal University, 18 Kremlyovskaya Street, Kazan 420008, Russian Federation
*Corresponding author. Email: g9710801@yuntech.edu.tw
Corresponding Author
Hung Guo
Received 19 October 2019, Accepted 16 July 2020, Available Online 31 December 2020.
DOI
10.2991/jrnal.k.201215.009How to use a DOI?
Keywords
Internet of things (IoT); fuzzy-AHP; adaptive fusion method (AFM); sensor network
Abstract

The application of Internet of Things (IoT) has been widely used in our lives with the advancement of related software and hardware technologies. In order to make these IoT modules more intelligent, many IoT modules have begun to incorporate artificial intelligence algorithms. Therefore, this paper develops IoT module with STM32 chip as main controller. This module uses fuzzy analytic hierarchy process (fuzzy-AHP) and adaptive fusion method (AFM) to improve the correctness and self-learning ability of the sensor. In terms of communication, the IoT module has Ethernet, Wi-Fi, LoRa, etc. communication interfaces. We also built a web server on this module, so the IoT module can operate directly in the browser. Finally, we developed a monitoring system. Through this monitoring system, multiple IoT modules can be constructed into a sensor network. This monitoring system can also use same algorithm to correct and isolate data from modules or sensors in the network to make this module more intelligent and applicable in different areas.

Copyright
© 2020 The Authors. Published by Atlantis Press B.V.
Open Access
This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).

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<Previous Article In Issue
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Journal
Journal of Robotics, Networking and Artificial Life
Volume-Issue
7 - 4
Pages
253 - 257
Publication Date
2020/12/31
ISSN (Online)
2352-6386
ISSN (Print)
2405-9021
DOI
10.2991/jrnal.k.201215.009How to use a DOI?
Copyright
© 2020 The Authors. Published by Atlantis Press B.V.
Open Access
This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

risenwbib
TY  - JOUR
AU  - Hung Guo
AU  - Evgeni Magid
AU  - Kuo-Hsien Hsia
AU  - Kuo-Lan Su
PY  - 2020
DA  - 2020/12/31
TI  - Development of IoT Module with AI Function Using STM32 Chip
JO  - Journal of Robotics, Networking and Artificial Life
SP  - 253
EP  - 257
VL  - 7
IS  - 4
SN  - 2352-6386
UR  - https://doi.org/10.2991/jrnal.k.201215.009
DO  - 10.2991/jrnal.k.201215.009
ID  - Guo2020
ER  -