TELKOMNIKA Telecommunication, Computing, Electronics and Control
An implentation of IoT for environmental monitoring and its analysis using k-NN algorithm
Dublin Core
Title
TELKOMNIKA Telecommunication, Computing, Electronics and Control
An implentation of IoT for environmental monitoring and its analysis using k-NN algorithm
An implentation of IoT for environmental monitoring and its analysis using k-NN algorithm
Subject
Environmetal monitoring
IoT
k-NN
WSN
IoT
k-NN
WSN
Description
Environmental monitoring is a process for observing around with various
conditions. Recently, internet of things (IoT) and wireless sensor network
(WSN) technologies support to solve these problems. In this paper, we
implemented a system to monitor environmental conditions using IoT and
WSN technology. The data measure is temperature, humidity, carbon
monoxide (CO) and carbon dioxide (CO2) sensors. All sensor data will be sent
and stored to the cloud through the internet in real-time. We provide
applications for monitoring website and mobile phone-based environmental
conditions, so users can access wherever and whenever. Furthermore, we also
confirm the evaluation of analyst data that used k-NN method is better than
other methods with an accuracy rate of 99.0657%.
conditions. Recently, internet of things (IoT) and wireless sensor network
(WSN) technologies support to solve these problems. In this paper, we
implemented a system to monitor environmental conditions using IoT and
WSN technology. The data measure is temperature, humidity, carbon
monoxide (CO) and carbon dioxide (CO2) sensors. All sensor data will be sent
and stored to the cloud through the internet in real-time. We provide
applications for monitoring website and mobile phone-based environmental
conditions, so users can access wherever and whenever. Furthermore, we also
confirm the evaluation of analyst data that used k-NN method is better than
other methods with an accuracy rate of 99.0657%.
Creator
Eko Prayitno, Nurul Fahmi , M. Udin Harun Al Rasyid, Amang Sudarsono
Source
http://journal.uad.ac.id/index.php/TELKOMNIKA
Date
Mar 30, 2021
Contributor
peri irawan
Format
pdf
Language
english
Type
text
Files
Collection
Citation
Eko Prayitno, Nurul Fahmi , M. Udin Harun Al Rasyid, Amang Sudarsono, “TELKOMNIKA Telecommunication, Computing, Electronics and Control
An implentation of IoT for environmental monitoring and its analysis using k-NN algorithm,” Repository Horizon University Indonesia, accessed February 5, 2025, https://repository.horizon.ac.id/items/show/4295.
An implentation of IoT for environmental monitoring and its analysis using k-NN algorithm,” Repository Horizon University Indonesia, accessed February 5, 2025, https://repository.horizon.ac.id/items/show/4295.