Abstract: An advanced cardiovascular health monitoring system utilizes an optical pulse wave velocity detection device in combination with a system for analyzing data waveforms structures in combination with personalized patient data integration to determine specific physiological parameters for monitoring and assessing specific health conditions. Using acceleration pulse waves, vascular health is calculated by the ratio of peak to the second derivative of blood volume pulse wave, which can detect various health indices such as vascular age, vascular health index, and arteriosclerosis. The device collects separate pulse points within a time interval. It connects them into a line to form the PPG Image, which is then analyzed through data filtering and fitting methods. The periodic cycle acquisition method excludes abnormal cycle data and ensures correct data acquisition.