Motion-Artifact Resistant Design of Photoplethysmograph Ring Sensor for Driver Monitoring
نویسندگان
چکیده
Through extensive literature search, it has been found that there exists strong correlation between the Mental Workload of an automobile driver with his or her physiological measurements, especially the Heart Rate Variability (HRV) measurements. In order to make a driver's HRV monitoring on the road possible, a new photoplethysmograph (PPG) Ring Sensor prototype has been devised specifically for countering the problem of motion artifact that almost all wearable PPG sensors are facing. Most importantly, the motion artifacts on PPG signals caused by motion in the direction of blood flow in the digital arteries along the finger flanks have been eliminated using a customized Adaptive Noise Cancellation algorithm. Both the lab results and the road test results have suggested that the new Ring Sensor is indeed capable of rejecting motion artifacts in all three possible motion axes and producing considerable amount of usable beat-to-beat heart rate data on the road for HRV analysis. The problem of occasional missing data on the road has also been tackled with a suitable linear curve-fitting algorithm. Also, the sunlight saturation problem is dealt with using a simple DC averaging reference circuit. The final road test has proven the validity of the driver Mental Workload model and the validity of the Ring Sensor in monitoring the HRV of the driver on the road. Besides the application on driver monitoring, the Ring Sensor can also be used for other forms of wearable monitoring such as jogging. Thesis Supervisor: Haruhiko H. Asada Title: Professor of Mechanical Engineering
منابع مشابه
Design and Analysis of Artifact-resistive Finger Photoplethysmographic Sensors for Vital Sign Monitoring
A miniaturized, telemetric, photoplethysmograph sensor for long-term, continuous monitoring is presented in this thesis. The sensor, called a "ring sensor," is attached to a finger base for monitoring beat-to-beat pulsation, and the data is sent to a host computer via a RF transmitter. Two major design issues are addressed: one is to minimize motion artifact and the other is to minimize the con...
متن کاملActive motion artifact cancellation for wearable health monitoring sensors using collocated MEMS accelerometers
This paper presents an active noise cancellation technique for recovering wearable biosensor signals corrupted by bodily motion. A finger mounted photoplethysmograph (PPG) ring sensor with a collocated MEMS accelerometer is considered. The system by which finger acceleration disturbs PPG output is identified and a means of modeling this relationship is prescribed using either FIR or Laguerre mo...
متن کاملImproving Pulse Rate Measurements during Random Motion Using a Wearable Multichannel Reflectance Photoplethysmograph
Photoplethysmographic (PPG) waveforms are used to acquire pulse rate (PR) measurements from pulsatile arterial blood volume. PPG waveforms are highly susceptible to motion artifacts (MA), limiting the implementation of PR measurements in mobile physiological monitoring devices. Previous studies have shown that multichannel photoplethysmograms can successfully acquire diverse signal information ...
متن کاملA contact - less heart rate sensor system for driver health monitoring
This paper describes a non-contact heart rate monitoring system using a 24-GHz microwave Doppler sensor for driver health monitoring. The objective of this work is to detect an instantaneously heart rate using this non-contact system in a car. The instantaneously heart rate can contribute to prevent heart disasters and to detect mental stress state. However, the Doppler sensor system is very se...
متن کاملArtifact reduction techniques in Cone Beam Computed Tomography (CBCT) imaging modality
Introduction: Cone beam computed tomography (CBCT) was introduced and became more common based on its low cost, fast image procedure rate and low radiation dose compared to CT. This imaging modality improved diagnostic and treatment-planning procedures by providing three-dimensional information with greatly reduced level of radiation dose compared to 2D dental imaging modalitie...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2014