Sanderson was born at Uckfield, Sussex, the only son of Rev. Edward Sanderson of Uckfield.
He became a member of Leander Club and was a crew member of the Leander eight which won the gold medal for Great Britain rowing at the 1908 Summer Olympics [REF].