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Peer-reviewed veterinary case report

Multi-criteria selection of a synchronisation word for low-power IoT receivers based on the IQRF standard.

Year:
2026
Authors:
Skula M et al.
Affiliation:
Department of Cybernetics and Biomedical Engineering · Italy

Abstract

This study focuses on identifying an optimised synchronisation word based on multiple practical criteria for wireless internet-of-things systems, where reliable and energy-efficient synchronisation is essential to extend battery life by reducing unnecessary receiver activations (wake-ups) and false detections. To address the limitations of purely theoretical designs, a weighted multi-criteria evaluation framework is presented specifically tailored for resource-constrained receivers (e.g., IQRF). A mathematical receiver model utilising a correlation detector operating in additive white Gaussian noise is formulated, and the effects of synchronisation-word selection on detectability and the rate of false detections are analytically determined for both fixed alignment and sliding-window search methods. The methodology is augmented by laboratory measurements conducted on a pair of parallel Texas Instruments receivers. The resulting data are compared with theoretical expectations, and both agreements and discrepancies are analysed in terms of their underlying causes and system-level implications. The results yield practical design recommendations for low-power wireless internet-of-things devices, including recommendations on bit balance, suppression of aperiodic autocorrelation sidelobes, robustness to cyclic shifts, and diminished cross-correlation with recurring traffic patterns, demonstrating that the proposed framework identifies synchronisation words that reduce false alarms by orders of magnitude compared to standard baselines.

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Original publication: https://europepmc.org/article/MED/41688538