Grating lobes are unwanted radiation patterns that occur in phased array antennas when the element spacing exceeds half the wavelength, leading to interference and reduced performance. They can be mitigated by adjusting the array geometry or using techniques like tapering and subarraying to control the amplitude and phase of the signals.