Perry County is a county located in the U.S. state of Tennessee. As of the 2010 census, the population was 7,915. Its county seat is Linden. The county was named after the War of 1812 naval hero Oliver Hazard Perry.Perry County is served by Perry County Airport near Linden. Mousetail Landing State Park is located in the county.