A C-Based Framework for Low-Cost Real-Time Embedded Systems

This paper presents a framework that enables programmers to deploy embedded real-time firmware of Internet of Things (IoT) devices more conveniently than using plain C/C++-language programming, by abstracting away from low-level details and the ad hoc management of multiple, diverse network technologies. Moreover, unlike other proposals, the framework is able to accommodate both time and event-driven applications. Experimental results show that for Modbus-CAN communication, the worst-case time overhead of the framework is less than 6% of the total combined processing and communication time. Its memory requirement is less than 5% and 4% of the Flash memory and RAM available on a typical IoT microcontroller. The framework also compares favorably with respect to two other approaches in terms of the sustainable minimum cycle time, memory overhead, and level of programming abstraction when tested on a simple real-time algorithm.

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Publication Details

Journal
Future Internet
Published
2025-06-19
DOI
https://doi.org/10.3390/fi17060269
Primary Topic
Embedded Systems Design Techniques
Type
article
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article

A C-Based Framework for Low-Cost Real-Time Embedded Systems

Ivan Cibrario Bertolotti
Future Internet
Embedded Systems Design Techniques
article

A C-Based Framework for Low-Cost Real-Time Embedded Systems

Ivan Cibrario Bertolotti
article en

Abstract

This paper presents a framework that enables programmers to deploy embedded real-time firmware of Internet of Things (IoT) devices more conveniently than using plain C/C++-language programming, by abstracting away from low-level details and the ad hoc management of multiple, diverse network technologies. Moreover, unlike other proposals, the framework is able to accommodate both time and event-driven applications. Experimental results show that for Modbus-CAN communication, the worst-case time overhead of the framework is less than 6% of the total combined processing and communication time. Its memory requirement is less than 5% and 4% of the Flash memory and RAM available on a typical IoT microcontroller. The framework also compares favorably with respect to two other approaches in terms of the sustainable minimum cycle time, memory overhead, and level of programming abstraction when tested on a simple real-time algorithm.

Future InternetVol. 17(6)
Institute of Electronics, Computer and Telecommunication Engineering (IT), National Research Council (IT)
Responsible consumption and production
Openalex Percentile: Top 86%
Embedded Systems Design Techniques
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A C-Based Framework for Low-Cost Real-Time Embedded Systems — Ivan Cibrario Bertolotti · Future Internet (2025) | TGRS Research Map | TGRS