PURPOSE: Phase I trial to study the effectiveness of combination chemotherapy, peripheral stem cell transplantation, and radiation therapy in treating patients with recurrent metastatic Ewing's sarcoma, peripheral primitive neuroectodermal tumor, or rhabdomyosarcoma.