Give it a shot. 150 miles really isn't all that far. You don't have to put in long days - it's not a race, after all.
I'd leave the camping equipment at home. This time of year the weather can turn foul in a heartbeat, and a warm shower will sound pretty durn good by the end of the day.
Do some planning, make motel reservations, and have a blast!