Rangers had been hoping to parade the Uefa Cup round the south side of the city.
They still planned to go ahead even though they lost the final.
But, after the bus ride was cancelled, the returning Rangers players were greeted by a few hundred players outside Ibrox and cheered by about 600 more within the stadium.