Explore details about location Cannon County. Cannon County is a location situated within the Tennessee alongside other areas such as Roane County, Macon County, Monroe County. Additionally, some smaller parts of Cannon County include specific areas like Hogan Davenport Road, Hill Creek Road, Brandon Lane adding to the diversity of its landscape.