Here is what we have done.

1. He falls out of bed a lot. ( We added a block of wood to tilt his mattress to reduce this.)
2. Wet diapers. ( We change his diapers when wet and he is crying.)

With these two changes he now wakes up maybe once a night.

Thanks all!!!!