While I think self-driving will be just fine with cameras, human stereo vision works at much longer distances than 15ft: you can easily test it by looking at few distant trees (150ft), and then closing one eye with a hand and blinking. You’ll see that there is good Z-layer separation with two eyes and none with one eye.