Please add profiles of those who were born, lived or died in Cannon County, Tennessee. Official Website Cannon County was established by the Tennessee state legislature on January 31, 1836. It was formed from portions of Rutherford, Smith, Wilson, and Warren counties and was named for Governor Newton Cannon. Adjacent Counties DeKalb County Warren County Coffee County Rutherford ...