Wearable devices are growing fast: however. Most wearable devise need to tie something on the body affecting sleep quality. Besides, most wearable devices to de-tect sleep quality can’t detect users getting up. Therefore, this study aim to develop a sleep quality detecting device which is no need to be worn. The proposed device using force sensors putting winder pillow to measure the force from the head of user to detect the head movement and hence to estimate sleep quality of the user comparislln with MiBand (from Xiaomi company) and camcorder are made to check the accuracy of the proposed work. In addition the proposed work can detects users getting up from bed, with can’t be detected by most wearable devise.