Luton bus station was closed in January to allow the site to be redeveloped to create a new transport interchange.
Luton Borough Council said it has issued legal notices to the group of travellers who moved their vehicles into the building.
A council spokesman said they expect the travellers to move off the site by the end of the week.
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