CSEE Professor Tinoosh Mohsenin received a $212,000 grant from the National Science Foundation for a three-year project that will develop a heterogeneous ultra low-power accelerator for wearable biomedical computing. The work will be done in collaboration with researchers at George Mason University and students in the UMBC Energy Efficient High Performance Computing Lab.
With the rapid advances in small, low-cost wearable computing technologies, there is a tremendous opportunity to develop personal health monitoring devices capable of continuous vigilant monitoring of physiological signals. Wearable biomedical devices have the potential to reduce the morbidity, mortality, and economic cost associated with many chronic diseases by enabling early intervention and preventing costly hospitalizations. These low-power systems require to have the capacity to provide fast and accurate processing and interpretation of vast amounts of data and generate smart alarms only when warranted. The project will build the foundation of the next generation of heterogeneous biomedical signal processing platforms that can address the current and future generation energy-efficiency requirements and computational demands.
The interdisciplinary project is expected to inspire and enable new approaches to healthcare monitoring, and can significantly impact several fields including human-centered cyber-physical systems, cyber-security, mobile communications, bioinformatics and applications that require high performance and energy efficient embedded computing from different sensors.