"...not using serial port for communication. I want some thing simple."

But the serial port is simple!
Minimum wiring and no additional hardware is required at all - it's all built into the processors. you just have to connect the pins together!
Especially using the multiprocessor mode, which is designed specifically for this application. And if you have a variant with the "enhanced" serial interface, it does all the address detection for you automatically!!