Hybrid Active and Passive Sensing for SLAM in Wireless Communication Systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2022.3156630.
Abstract: Integrating sensing functions into future mobile equipment has become an important trend. Realizing different types of sensing and achieving mutual enhancement under the existing communication hardware architecture is a crucial challenge in realizing the deep… read more here.
Keywords: hybrid active; passive sensing; communication systems; active passive ... See more keywords
Passive Sensing for Class-Incremental Human Activity Recognition
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2023.3278091
Abstract: Passive sensing technology enables Wi-Fi-based human activity recognition (HAR), which has been widely noted in recent years. This letter presents a novel Wi-Fi-based class-incremental HAR system that allows for the gradual addition of new activity… read more here.
Keywords: human activity; passive sensing; activity; activity recognition ... See more keywords
Sequence Modeling of Passive Sensing Data for Treatment Response Prediction in Major Depressive Disorder
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2023.3260301
Abstract: Major depressive disorder (MDD) is a prevalent mental health condition and has become a pressing societal challenge. Early prediction of treatment response may aid in the rehabilitation engineering of depression, which is of great practical… read more here.
Keywords: passive sensing; prediction; sequence modeling; treatment ... See more keywords
Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data
Sign Up to like & getrecommendations! Published in 2019 at "JMIR mHealth and uHealth"
DOI: 10.2196/13209
Abstract: Background Feelings of loneliness are associated with poor physical and mental health. Detection of loneliness through passive sensing on personal devices can lead to the development of interventions aimed at decreasing rates of loneliness. Objective… read more here.
Keywords: mining; machine learning; analysis; passive sensing ... See more keywords
Predicting Early Warning Signs of Psychotic Relapse From Passive Sensing Data: An Approach Using Encoder-Decoder Neural Networks
Sign Up to like & getrecommendations! Published in 2020 at "JMIR mHealth and uHealth"
DOI: 10.2196/19962
Abstract: Background Schizophrenia spectrum disorders (SSDs) are chronic conditions, but the severity of symptomatic experiences and functional impairments vacillate over the course of illness. Developing unobtrusive remote monitoring systems to detect early warning signs of impending… read more here.
Keywords: near relapse; passive sensing; relapse; warning signs ... See more keywords
Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review.
Sign Up to like & getrecommendations! Published in 2022 at "JMIR mHealth and uHealth"
DOI: 10.2196/34638
Abstract: BACKGROUND Loneliness and social isolation are associated with multiple health problems, including depression, functional impairment, and death. Mobile sensing using smartphones and wearable devices, such as fitness trackers or smartwatches, as well as ambient sensors,… read more here.
Keywords: social isolation; review; loneliness social; passive sensing ... See more keywords