TinyML in Industrial IoT: A Systematic Review of Applications, System Components, and Methodologies.

Sensors (Basel) · 2026 · PMC13120165 · PMID 42076659

Europe PMC DOI

hedged sentence

—

closest p

—

boldest claim

The sentences

a clear trendno p-value reported

Overall, the architectural landscape shows a clear trend: CNNs are preferred for high-dimensional sensing tasks, while classical ML models and compact MLPs remain the most practical choice for heavily constrained microcontrollers.

also in 19,460 other papers

Quoted from the open-access full text in Europe PMC under the licence the publisher applied. The sentence is reproduced exactly as published; the emphasis is ours.