 He was a fellow of the Society of Antiquaries (elected 1819) and of the Royal Society (elected 1823).Bayley's "History and Antiquities of the Tower of London" appeared in two parts in 1821–5, and an abridgment was published in 1830.He announced, but did not publish, a history of London.