What Causes Pain In The Knee And Hip At Night?

During the night I develope hip & knee pain. Once up & moving decreases but often I must get up to take a pain reliever. I also take an arthritis pain reliever before bed. Is there something stronger I can get over the counter? I walk & exercise regular but am a bit over weight.