I. Introduction
Continuous monitoring of patients is becoming increasingly important in personalized healthcare. Conventional data obtained from a medical clinic – such as blood tests, saliva swabs, and vital sign measurements (blood pressure, pulse rate, respiration) – are typically coarsely captured at infrequent doctor's visits, thereby offering a limited glimpse into the condition of a patient's health. This paper presents the Oregon State University Life and Activity Monitor (OLAM), a low-cost, robust, non-invasive device designed for monitoring the activity of patients continuously for weeks at a time. The OLAM is composed of a contactless heart-rate sensor similar to [2] coupled with a five-axis inertial measurement unit (IMU). This combination of movement fused with heart-rate data provides a more accurate measurement of activity over these extended periods compared with sensors that capture either of these senses individually.