Next Article in Journal
Occupancy-Aware Neural Distance Perception for Manipulator Obstacle Avoidance in the Tokamak Vacuum Vessel
Previous Article in Journal
Damage Evolution Characteristics of Anti-Slide Piles in Loess Landslides and a Possible Characterization Method
Previous Article in Special Issue
AI-Driven Energy-Efficient Routing in IoT-Based Wireless Sensor Networks: A Comprehensive Review
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Article

DeOTA-IoT: A Techniques Catalog for Designing Over-the-Air (OTA) Update Systems for IoT

by
Mónica M. Villegas
1,*,
Mauricio Solar
1,
Fáber D. Giraldo
2 and
Hernán Astudillo
3
1
Departamento de Informática, Universidad Técnica Federico Santa María, Av. España 1680, Valparaíso 2390123, Chile
2
Faculty of Engineering, University of Quindío, Carrera 15 No. 12 Norte, Armenia 630001, Colombia
3
Instituto de Tecnología para la Innovación en Salud y Bienestar (ITiSB), Universidad Andrés Bello, Calle 1 Oriente 1180, Viña del Mar 2530959, Chile
*
Author to whom correspondence should be addressed.
Sensors 2026, 26(1), 193; https://doi.org/10.3390/s26010193 (registering DOI)
Submission received: 23 November 2025 / Revised: 22 December 2025 / Accepted: 24 December 2025 / Published: 27 December 2025

Abstract

The rapid expansion of Internet of Things (IoT) applications requires robust mechanisms to ensure the security, reliability, and maintainability of embedded software throughout its lifecycle. Over-the-Air (OTA) update systems play a central role in enabling the continuous evolution of IoT deployments. Despite their importance, OTA solutions are often designed in an ad hoc manner, supported by fragmented guidelines that lack a structured basis for selecting mechanisms and techniques aligned with the quality needs of IoT systems. This work presents a consolidated catalog for designing OTA update systems in IoT environments, developed through a review of academic and industrial literature. The catalog comprises 34 techniques organized into six mechanisms, each with representative use cases and a mapping to relevant quality attributes that make beneficial and adverse impacts explicit. The catalog was evaluated through a controlled industrial experiment involving 10 engineers, balanced between novices and experts, who designed an OTA update system for a real application scenario using either their prior knowledge and experience or the catalog. This work offers four contributions: (1) a catalog of 34 OTA techniques structured into six mechanisms; (2) clarified architectural definitions of technique and mechanism; (3) a controlled industrial experiment evaluating the catalog in a realistic setting; and (4) a quality-attribute trade-off analysis for each technique. Together, these contributions establish a coherent foundation for systematic and quality-aware OTA update system design.
Keywords: Internet of Things; sensors; IoT; software architecture; quality attributes; Over-the-Air; OTA; OTA updates; OTA update systems; techniques; firmware; techniques catalog; catalog; mechanisms Internet of Things; sensors; IoT; software architecture; quality attributes; Over-the-Air; OTA; OTA updates; OTA update systems; techniques; firmware; techniques catalog; catalog; mechanisms

Share and Cite

MDPI and ACS Style

Villegas, M.M.; Solar, M.; Giraldo, F.D.; Astudillo, H. DeOTA-IoT: A Techniques Catalog for Designing Over-the-Air (OTA) Update Systems for IoT. Sensors 2026, 26, 193. https://doi.org/10.3390/s26010193

AMA Style

Villegas MM, Solar M, Giraldo FD, Astudillo H. DeOTA-IoT: A Techniques Catalog for Designing Over-the-Air (OTA) Update Systems for IoT. Sensors. 2026; 26(1):193. https://doi.org/10.3390/s26010193

Chicago/Turabian Style

Villegas, Mónica M., Mauricio Solar, Fáber D. Giraldo, and Hernán Astudillo. 2026. "DeOTA-IoT: A Techniques Catalog for Designing Over-the-Air (OTA) Update Systems for IoT" Sensors 26, no. 1: 193. https://doi.org/10.3390/s26010193

APA Style

Villegas, M. M., Solar, M., Giraldo, F. D., & Astudillo, H. (2026). DeOTA-IoT: A Techniques Catalog for Designing Over-the-Air (OTA) Update Systems for IoT. Sensors, 26(1), 193. https://doi.org/10.3390/s26010193

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Article metric data becomes available approximately 24 hours after publication online.
Back to TopTop