A compact arched carbon fiber structure aided fiber Mach-Zehnder interferometer (MZI) ballistocardiogram (BCG) sensor is designed and presented, which is used to realize unobtrusive sleep-wake discrimination combining cardiopulmonary coupling (CPC) and support vector machine (SVM) algorithm with high sensitivity and accuracy.