The 34-year-old Czech has been on loan at White Hart Lane from Slavia Prague since 2005 and this season displaced England keeper Paul Robinson in the Spurs first team, but he is now swapping north London for a move to the ambitious west Londoners.
Rangers have also completed the signing of defender Peter Ramage from Newcastle.
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