The first problem that humanoid robots must solve to operate in real-world spaces is "vision." On the other hand, in the era of Physical AI, perception technology is emerging where the key competitive advantage lies not in resolution or accuracy, but in how much false recognition can be reduced. This shift clearly demonstrates why the combined structure of environmental perception sensors and edge-based decision-making is critical.