The former Leicester City player is a free agent after his contract with the Foxes expired earlier this summer.
He is now in Italy to undergo a medical with Cremonese and sign the necessary paperwork.
The only steps left to complete the deal are the final bureaucratic formalities.
Cremonese started their season with a surprise win at AC Milan last weekend.