The motion of a wheel is different from sliding motion. It is a rolling motion. The friction in the case of rolling motion is known as rolling friction.

For the same normal force, rolling friction is much smaller than sliding friction. For example, when steel wheels roll over steel rails, rolling friction is about 1/100th of the sliding friction between steel and steel.