On-Device Deep Learning for Mobile and Wearable Sensing Applications: A Review
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2023.3240854
Abstract: Although running deep-learning (DL) algorithms is challenging due to resource constraints on mobile and wearable devices, they provide performance improvements compared to lightweight or shallow architectures. The widespread application areas for on-device DL include computer… read more here.
Keywords: wearable sensing; learning mobile; sensing applications; deep learning ... See more keywords
Emotion Sensing for Mobile Computing
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Communications Magazine"
DOI: 10.1109/mcom.001.1800834
Abstract: Emotion is a complex mental state that guides people's thoughts and behaviors. The ability to recognize one's own emotions and to understand others' emotions helps people manage their personal lives and social relations more successfully.… read more here.
Keywords: sensing mobile; wearable devices; mobile computing; emotion sensing ... See more keywords
Opto-ultrasound biosensor for wearable and mobile devices: realization with a transparent ultrasound transducer.
Sign Up to like & getrecommendations! Published in 2022 at "Biomedical optics express"
DOI: 10.1364/boe.468969
Abstract: Mobile and wearable healthcare electronics are widely used for measuring bio-signals using various fusion sensors that employ photoplethysmograms, cameras, microphones, ultrasound (US) sensors, and accelerometers. However, the consumer demand for small form factors has significantly… read more here.
Keywords: sensor; transparent ultrasound; ultrasound transducer; mobile wearable ... See more keywords