Originally recorded by Marvin Gaye (1963).
Hit version by Paul Young (US #70/UK #1 1983).
From the wiki: “‘Wherever I Lay My Hat (That’s My Home)’ is a song written by Marvin Gaye, Barrett Strong and Norman Whitfield, and first recorded by Gaye in 1962 as an album track on That Stubborn Kinda Fellow. Years later, Paul Young’s version of the song was a UK #1 single for three weeks in July 1983. The song fared less well on the Billboard Hot 100, where it peaked at #70, but was later used in the 1986 film Ruthless People and its accompanying soundtrack album.”
Paul Young, “Wherever I Lay My Hat (That’s My Home)” (1983):