Born in Enderlin, North Dakota, the son of Richard and Margaret Glennan, he attended the University of Wisconsin–Eau Claire and then earned a degree in electrical engineering from the Sheffield Scientific School of Yale University in 1927, where he was a member of the Chi Phi Fraternity.