The former astronaut was aged 95.
He had been in hospital in Columbus, Ohio, for over a week and died surrounded by his children and wife of 73 years.
Glenn is best known for circling the earth in 1962 aboard the Friendship 7 space capsule.
Glenn is expected to be buried at the Arlington National Cemetery, Virginia.