Sleeping with a pillow under the knees, keeping your back warm, taking complete bed rest for 2-4 days are some simple home remedies for lower back pain. However, if the pain is severe, one can go for medication, like Ibuprofen, Advil, Acetaminophen, Tylenol, etc., that can provide some relief.