# Classification of Road Surfaces Based on CNN Architecture and Tire Acoustical Signals

> Research article (Applied Sciences, 2022) · cited 24× · AI/ML

**Wikidata**: [openalex:W4296994897](https://www.wikidata.org/wiki/openalex:W4296994897)  
**Source**: https://4ort.xyz/entity/classification-of-road-surfaces-based-on-cnn-architecture-and-tire-acoustical-signals