In order to test the hypothesis that the strange wave form of KEK BPM is caused by the coupling with the reference cavity, we are planning to shield the reference cavity. A metal foil was installed in the beam pipe, it shields the reference cavity not to be excited by the beam. Transmission from the reference to the sensor cavity was improved by 40 dB with the shielding.