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Sensors
Volume 26
Issue 10
10.3390/s26103158
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This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Article

Energy-Oriented Wireless Communication Platform Selection System in the Internet of Things

by
Konrad Gac
,
Jakub Gorski
*,
Grzegorz Gora
and
Joanna Iwaniec
AGH University of Krakow, Faculty of Mechanical Engineering and Robotics, Department of Robotics and Mechatronics, Al. Mickiewicza 30, 30-059 Krakow, Poland
*
Author to whom correspondence should be addressed.
Sensors 2026, 26(10), 3158; https://doi.org/10.3390/s26103158 (registering DOI)
Submission received: 21 April 2026 / Revised: 12 May 2026 / Accepted: 13 May 2026 / Published: 16 May 2026
(This article belongs to the Section Internet of Things)
Versions Notes

Abstract

The Internet of Things (IoT) has become a fundamental paradigm in modern communication systems, enabling the large-scale interconnection of sensors, actuators, and embedded computing platforms. This paper presents a decision-oriented framework for the selection of energy-sensitive wireless communication platforms in IoT systems. The proposed approach combines systematic measurement, structured feature engineering, and lightweight regression models to predict energy consumption and current demand for different hardware platforms and wireless technologies, including ESP32- and NORA-based devices utilizing Wi-Fi, Bluetooth Low Energy (BLE) and LoRa communication. The results confirm that simple and interpretable regression models can provide robust guidance for platform and technology selection in realistic real-world scenarios, without incurring the complexity associated with detailed physical-layer or protocol-level simulations.
Keywords: Internet of Things; energy-efficient wireless communication; RMS current consumption; WiFi; BLE; LoRa Internet of Things; energy-efficient wireless communication; RMS current consumption; WiFi; BLE; LoRa

Share and Cite

MDPI and ACS Style

Gac, K.; Gorski, J.; Gora, G.; Iwaniec, J. Energy-Oriented Wireless Communication Platform Selection System in the Internet of Things. Sensors 2026, 26, 3158. https://doi.org/10.3390/s26103158

AMA Style

Gac K, Gorski J, Gora G, Iwaniec J. Energy-Oriented Wireless Communication Platform Selection System in the Internet of Things. Sensors. 2026; 26(10):3158. https://doi.org/10.3390/s26103158

Chicago/Turabian Style

Gac, Konrad, Jakub Gorski, Grzegorz Gora, and Joanna Iwaniec. 2026. "Energy-Oriented Wireless Communication Platform Selection System in the Internet of Things" Sensors 26, no. 10: 3158. https://doi.org/10.3390/s26103158

APA Style

Gac, K., Gorski, J., Gora, G., & Iwaniec, J. (2026). Energy-Oriented Wireless Communication Platform Selection System in the Internet of Things. Sensors, 26(10), 3158. https://doi.org/10.3390/s26103158

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