# Deep Learning-Based Channel Estimation With 1D CNN for OFDM Systems Under High-Speed Railway Environments

> Research article (IEEE Access, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4406521374](https://www.wikidata.org/wiki/openalex:W4406521374)  
**Source**: https://4ort.xyz/entity/deep-learning-based-channel-estimation-with-1d-cnn-for-ofdm-systems-under-high-speed-railway-environments