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ACCELEROMETERY-BASED ADAPTIVE NOISE CANCELLATION FOR REMOTE PHYSIOLOGICAL MONITORING BY A WEARABLE PULSE OXIMETER

机译:基于加速度计的自适应噪声消除,可穿戴式脉搏血氧仪进行远程生理监测

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摘要

The implementation of wearable diagnostic devices would enable real-time remote physiological assessment and facilitate triage of injured persons operating in dangerous and high-risk environments. For example, a wearable pulse oximeter to monitor arterial oxygen saturation (SpO_2) and heart rate (HR) could enable field medics to monitor vital physiological information following critical injuries, thereby prioritizing live saving medical intervention. However, since photoplethysmographic (PPG) signals, from which SpO_2 and HR measurements are derived, are compromised during movements, the applications of commercially available pulse oximeters require the wearer to remain at rest. This study was undertaken to investigate if accelerometry-based adaptive noise cancellation is effective in minimizing SpO_2 and HR errors induced during jogging exercises to simulate artifacts expected to occur in the field. Since transmission-type pulse oximeters utilizing fingertip sensors are highly vulnerable to motion artifacts, measurements were performed using a custom, forehead-mounted pulse oximeter. Preliminary tests revealed that processing the motion corrupted PPG signals by a simple least mean squared (LMS) adaptive noise cancellation (ANC) algorithm can improve the signal-to-noise ratio of motion-corrupted PPG signals, thereby reducing SpO_2 and HR errors during jogging.
机译:穿戴式诊断设备的实施将使实时远程生理评估成为可能,并有助于在危险和高风险环境中对受伤人员进行分类。例如,可监测脉搏血氧饱和度(SpO_2)和心率(HR)的可穿戴式脉搏血氧仪可以使现场医疗人员能够在严重受伤后监测重要的生理信息,从而优先进行抢救性的医疗干预。但是,由于在运动过程中会损害SpO_2和HR测量值所源自的光电容积描记(PPG)信号,因此商用脉搏血氧仪的应用要求佩戴者保持静止。这项研究旨在调查基于加速度计的自适应噪声消除是否能有效地最小化在慢跑运动中产生的SpO_2和HR错误,从而模拟预期在现场发生的伪影。由于利用指尖传感器的传输型脉搏血氧仪极易受到运动伪影的影响,因此使用定制的前额安装式脉搏血氧仪进行测量。初步测试表明,通过简单的最小均方(LMS)自适应噪声消除(ANC)算法处理运动受损的PPG信号可以提高运动受损的PPG信号的信噪比,从而减少点动时的SpO_2和HR错误。

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