I've just done this- you're mostly correct, but with an important caveat.

If you switch between jobs, you can start working for your new employer as soon as you've sent off the paperwork- you don't have to wait for them to process it (which can take many, many months). However, you cannot have a gap between jobs- your employment must be continuous.