Basically, you want the all your indoor units to share the same compressor, then when you move to different rooms, even though you switch on different indoor units but your compressor continue running?

I think its possible, I seen people who installed 3 indoor units sharing the same compressor (albeit a huge one, really huge one), but consult your air-con guy about it.