The Scot has had a previous stint coaching in Asia.
He had a long playing career as a full-back with Rangers before becoming player-coach with South China AA in Hong Kong.
Miller returned to Scotland, where his St Mirren team qualified for European football and his Hibs side won the League Cup.
At the end of 10 years at Easter Road, he became assistant at Coventry City but returned to being number one for a short spell at Aberdeen that ended in 1998.