This randomized clinical trial studies pulmonary rehabilitation in improving lung function in patients with locally advanced non-small cell lung cancer undergoing chemoradiation. Individualized exercise rehabilitation programs may reduce breathing problems and improve quality of life in patients with non-small cell lung cancer. It is not yet known whether pulmonary rehabilitation is more effective when started during or after cancer treatment.