Advancing Intermittent IoT Systems with Resiliency and Intelligence

Chen Pan, Ph.D.
Assistant Professor
University of Texas at San Antonio
San Antonio, TX

Date:
03/29/2024

Time:
11:00 am – 12:00 pm CST

Zoom: https://utsa.zoom.us/j/94807623288

Abstract:
This presentation will present innovative solutions to enhance IoT systems under intermittent energy conditions. First, it will introduce a sparsity-aware data sensing framework for efficient energy management in data acquisition. Then, the presentation will discuss a novel software paradigm for optimizing energy utility in edge devices for transient computing. After that, it will present a self-healing MAC protocol to ensure resilient communication against power interruption. Finally, the presentation will introduce an adaptive deep reinforcement learning-based routing policy for optimizing energy allocation and routing to improve networking performance. These approaches collectively aim to advance IoT infrastructure, emphasizing sustainability, intelligence, and resiliency under power-intermittent scenarios.