TY - CHAP U1 - Konferenzveröffentlichung A1 - Gaiduk, Maksym A1 - Kuhn, Ina A1 - Seepold, Ralf A1 - Ortega, Juan Antonio A1 - Martínez Madrid, Natividad T1 - A sensor grid for pressure and movement detection supporting sleep phase analysis T2 - Bioinformatics and Biomedical Engineering, 5th International Work-Conference (IWBBIO 2017), Granada, Spain, April 26–28, 2017, Proceedings, Part II, (Lecture Notes in Computer Science ; 10209) N2 - Sleep quality and in general, behavior in bed can be detected using a sleep state analysis. These results can help a subject to regulate sleep and recognize different sleeping disorders. In this work, a sensor grid for pressure and movement detection supporting sleep phase analysis is proposed. In comparison to the leading standard measuring system, which is Polysomnography (PSG), the system proposed in this project is a non-invasive sleep monitoring device. For continuous analysis or home use, the PSG or wearable Actigraphy devices tends to be uncomfortable. Besides this fact, they are also very expensive. The system represented in this work classifies respiration and body movement with only one type of sensor and also in a non-invasive way. The sensor used is a pressure sensor. This sensor is low cost and can be used for commercial proposes. The system was tested by carrying out an experiment that recorded the sleep process of a subject. These recordings showed the potential for classification of breathing rate and body movements. Although previous researches show the use of pressure sensors in recognizing posture and breathing, they have been mostly used by positioning the sensors between the mattress and bedsheet. This project however, shows an innovative way to position the sensors under the mattress. KW - Sensor grid KW - Movement detection KW - Sleep phase KW - Force resistor sensor Y1 - 2017 SN - 978-3-319-56154-7 SB - 978-3-319-56154-7 SN - 978-3-319-56153-0 SB - 978-3-319-56153-0 U6 - https://doi.org/10.1007/978-3-319-56154-7_53 DO - https://doi.org/10.1007/978-3-319-56154-7_53 SP - 596 EP - 607 PB - Springer CY - Cham ER -