You need a complete workup consisting of labs(blood work) a good physical examination and a careful history.
Although this sounds a lot like fms, I am concerned about the systemic issues such as muscle weakness
which could be associated with certain tumors (eaton-lamber syndrome). Also paget's disease is another possibility.You need a complete workup. Fms is very treatable if that is your problem.