After Velma locates Scooby-Doo on the radar using the transmitter in his collar, there is no one driving the Mystery Machine.
The gang puts a collar with a tracking device on Scooby, but later when the bad guys put Scooby in a box and roll him down the railroad tracks, Scooby's wearing his normal collar.