A photonic band gap is a range of frequencies in which electromagnetic waves cannot propagate through a periodic optical structure, similar to how electronic band gaps prevent electron flow in semiconductors. This property enables the control of light in photonic crystals, leading to advancements in optical communication and photonic devices.