Due to its high delay resolution, the ultra-wideband (UWB) technique has been widely adopted for fine-grained indoor localization. Instead of active positioning, UWB radar-based passive human tracking is explored using commercial off-the-shelf (COTS) devices. To extract time-of-flight (ToF) reflected by moving person, accumulated channel impulse responses (CIR) and corresponding variances are u...