4 research outputs found

    Video Respiration Monitoring:Towards Remote Apnea Detection in the Clinic

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    Video Respiration Monitoring:Towards Remote Apnea Detection in the Clinic

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    Development of Data Processing Algorithms for Radar-based Long-term Monitoring

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    Radar-based monitoring is a contact-less alternative to the conventional monitoring techniques. The Doppler shifts caused by the mechanical movements of heart and lungs can be detected and, in this way, heartbeat and respiration rate can be measured. However, the limit of current radar involvements is that it is possible to monitor heartbeat and respiration rate under "ideal condition", that is, just on a single person constrained to be motionless (i.e., seated or lying down avoiding any kind of random body movement). Moreover, the results still lack in accuracy. During the thesis, I have developed algorithms on Matlab aiming at Random Body Movement rejection and multi-people tracking and vital signs monitoring

    Vital-sign monitoring and spatial tracking of multiple people using a contactless radar-based sensor

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    Various medical systems exist for monitoring people in daily life, but they typically require the patient to wear a device, which can create discomfort and can limit long-term use. Contactless vital-sign monitoring would be preferable, but such technology is challenging to develop as it involves weak signals that need to be accurately detected within a practical distance, while being reliably distinguished from unwanted disturbance. Here, we show that a radar-based sensor can be used to monitor the individual vital signs (heartbeat and respiration) of multiple people in a real-world setting. The contactless approach, which does not require any body parts to be worn, uses two antennas (one transmitter and one receiver) and algorithms for target tracking and rejection of random body movements. As a result, it is robust against moderate random body movements (limb movements and desk work) and can keep track of individual people during vigorous movement (such as walking and standing up)
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