I've noticed K band going off in 2 types of situations:
1. whenever it goes off, I usually notice Mercedes nearby. I think MB's with collision avoidance system radar emits K band...
2. electronic posts on roads that read & display your speed use K band. In these situations, the frequency of beeps get really intense.