Continuous Human Motion Recognition Based on FMCW Radar and Transformer

Figure 2

Structure of network for transformer-based continuous human action recognition network. The input is a micro-Doppler time-frequency map. The output is a set of sequences like “ffaaaffbbbfffccc,” where “a,” “b,” and “f” represent “walking,” “running,” “blank (there is no action within the time window).”