Title: Reliable Sensing with Unreliable Sensors: Reading the Heartbeats of Field-Deployed Electron Devices in Uncontrolled/Extreme Environments
Abstract:The rapid rise in field-deployed electronics in automotive, health care, renewable energy, industrial automation, etc., is essential to address the emerging grand challenges of food, energy, water, environment, etc., for the full-earth scenario. The field-deployed electronics do not live in air-conditioned rooms/laboratories but must grapple with uncontrolled (and potentially extreme) fluctuations in environmental temperature, humidity, biofouling, and radiation. Learning to sustainably and predictably deploy these systems would require a foundational rethinking of how electronic devices are operated. In this talk, I will use examples from smart homes, solar farms, manufacturing machines, and wearable/implantable electronics to show that all electronic devices have a “heartbeat”, i.e., an intrinsic/characteristic power fingerprint that reflects their operation. By learning to interpret and manage the heartbeat and by collaborative/social sensing in a percolating sensor network, we can monitor the performance/reliability of these components and transform how these systems are sustainably deployed.