Hi,
For this project, I would also suggest to gor for ARM9 or ARM11. Well the reason for this is, more I/O Pins and communication PORTS.
The best way to deal with this much complex circuit is to boot LINUX on ARM9 board and use drivers available and develop the entire sytem within few days (if you are good at LINUX).
All the best.