When the temperature is increased the particles move quicker, they will have more collisions
Higher temperatures also increase the energy of the collisions, since the particles are moving faster. Reactions only happen if the particles collide with enough energy.
At higher temperatures there are more successful collisions (more particles will collide with enough energy to react).
Increasing the temperature increases the rate of reaction