Real-Time Data Processing for Embedded Communicating Systems: A Hardware/Software Co-Design Approach

Embedded systems typically require the transmission of significant amounts of data to small-scale CPUs for applications such as radar signal processing, image processing, and embedded AI. Ensuring data integrity during transmission is typically managed using Cyclic Redundancy Check (CRC) algorithms. However, achieving real-time CRC calculation and data storage poses challenges, often necessitating large FIFO memories and multiple clock domains. These additional resources involve a greater hardware complexity. This paper presents an approach aimed at synchronizing the CPU frequency with data transmission. This enables having a single clock domain and a reduction of power consumption. Using hardware/software co-design, it is possible to achieve real-time data storage and CRC calculation without data loss and with a low power consumption.

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Published
2024-11-18
DOI
https://doi.org/10.1109/icecs61496.2024.10848889
Primary Topic
Embedded Systems Design Techniques
Type
article
Field-Weighted Citation Impact
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article

Real-Time Data Processing for Embedded Communicating Systems: A Hardware/Software Co-Design Approach

Camille Leroux, Christophe Jégo, Jonathan Saussereau, Jean-Baptiste Bégueret
Embedded Systems Design Techniques
article

Real-Time Data Processing for Embedded Communicating Systems: A Hardware/Software Co-Design Approach

Camille Leroux, Christophe Jégo, Jonathan Saussereau, Jean-Baptiste Bégueret
article en

Abstract

Embedded systems typically require the transmission of significant amounts of data to small-scale CPUs for applications such as radar signal processing, image processing, and embedded AI. Ensuring data integrity during transmission is typically managed using Cyclic Redundancy Check (CRC) algorithms. However, achieving real-time CRC calculation and data storage poses challenges, often necessitating large FIFO memories and multiple clock domains. These additional resources involve a greater hardware complexity. This paper presents an approach aimed at synchronizing the CPU frequency with data transmission. This enables having a single clock domain and a reduction of power consumption. Using hardware/software co-design, it is possible to achieve real-time data storage and CRC calculation without data loss and with a low power consumption.

Centre National de la Recherche Scientifique (FR), Laboratoire de l'Intégration du Matériau au Système (FR), Institut Polytechnique de Bordeaux (FR)
Openalex Percentile: Top 71%
Embedded Systems Design Techniques
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