A queue is a waiting line where items are added to the rear and removed from the front. There are different types of queues including linear, circular, double-ended, and priority queues. A double-ended queue allows items to be added or removed from either end, while a priority queue processes elements based on priority, with higher priority elements before lower priority ones.