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It's totally possible. I have a little robot that does some basic SLAM, just using two ultrasonic rangefinders. However, I found that gmapping took some heavy tweaking to get to work properly using such noisy & low spatial resolution sensors. The whole project took a couple XBees, some servos, an arduino, the rangefinders, and my laptop.