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Millimeter-wave Frequency-Modulated Continuous Wave (FMCW) radar enables non-contact heartbeat monitoring by sensing micrometer-level chest vibrations; however, its performance is often severely affected by non-stationary interferences such as electromagnetic pulses and involuntary limb micromovements. These interferences exhibit transient and non-stationary characteristics that are fundamentally
