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CAREER: Learning to Sense: Joint Learning of Task Oriented Cognitive Sensing with Data Dri — NSF Award to North Carolina State Uni

Sensors are an indispensable part of our lives, assisting society’s transportation, health, safety, and communication needs. Conventional sensing approaches acquire data in a fixed fashion, independent of the task for which the data is being utilized. In addition, each of data acquisition, reconstruction and inference

Award titleCAREER: Learning to Sense: Joint Learning of Task Oriented Cognitive Sensing with Data Dri
Award ID2534621
AwardeeNorth Carolina State University
CityRALEIGH
StateNC
Amount obligated$343,340
Principal investigatorAli Gurbuz
ProgramCSCS: Circuits and Systems for
Start date06/01/2025
AbstractSensors are an indispensable part of our lives, assisting society’s transportation, health, safety, and communication needs. Conventional sensing approaches acquire data in a fixed fashion, independent of the task for which the data is being utilized. In addition, each of data acquisition, reconstruction and inference blocks in the data processing pipeline is independent of one another and optimized separately. This approach has led to exponential rates of data generation that creates an unbeara
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