“How should I sleep with knee arthritis?”

Well, sleeping with knee arthritis can be tricky. Make certain you are taking anti inflammatories and icing your knee before bed time. Sleep with a pillow between your knees and stretch in the morning Sent from my iPhone, please excuse typos. Service to others is the rent you pay for your room here on earth. - Muhammad Ali

However you are comfortable. It doesn't affect it.