# Unmanned Aerial Vehicles (UAVs): A Survey on Civil Applications and Key Research Challenges

> Research article (IEEE Access, 2019) · cited 2,201× · AI/ML

**Wikidata**: [openalex:W4213147678](https://www.wikidata.org/wiki/openalex:W4213147678)  
**Source**: https://4ort.xyz/entity/unmanned-aerial-vehicles-uavs-a-survey-on-civil-applications-and-key-research-challenges