Challenging the IPv6 routing protocol for low-power and lossy networks (RPL): A survey
RPL is the IPv6 routing protocol for low-power and lossy networks, standardized by IETF in
2012 as RFC6550. Specifically, RPL is designed to be a simple and inter-operable …
2012 as RFC6550. Specifically, RPL is designed to be a simple and inter-operable …
Self-Attention LSTM-FCN model for arrhythmia classification and uncertainty assessment
This paper presents ArrhyMon, a self-attention-based LSTM-FCN model for arrhythmia
classification from ECG signal inputs. ArrhyMon targets to detect and classify six different …
classification from ECG signal inputs. ArrhyMon targets to detect and classify six different …
CNN-based smart sleep posture recognition system
Sleep pattern and posture recognition have become of great interest for a diverse range of
clinical applications. Autonomous and constant monitoring of sleep postures provides useful …
clinical applications. Autonomous and constant monitoring of sleep postures provides useful …
Passive and context-aware in-home vital signs monitoring using co-located uwb-depth sensor fusion
Basic vital signs such as heart and respiratory rates (HR and RR) are essential bio-
indicators. Their longitudinal in-home collection enables prediction and detection of disease …
indicators. Their longitudinal in-home collection enables prediction and detection of disease …
System architecture directions for post-soc/32-bit networked sensors
The emergence of low-power 32-bit Systems-on-Chip (SoCs), which integrate a 32-bit MCU,
radio, and flash, presents an opportunity to re-examine design points and trade-offs at all …
radio, and flash, presents an opportunity to re-examine design points and trade-offs at all …
A wearable sleep position tracking system based on dynamic state transition framework
Sleep monitoring is vital as sleep plays an important role in recovering physical and mental
health. To have a sound sleep, one has to avoid bad sleep positions associated with …
health. To have a sound sleep, one has to avoid bad sleep positions associated with …
Respwatch: Robust measurement of respiratory rate on smartwatches with photoplethysmography
Respiratory rate (RR) is a physiological signal that is vital for many health and clinical
applications. This paper presents RespWatch, a wearable sensing system for robust RR …
applications. This paper presents RespWatch, a wearable sensing system for robust RR …
PC-RPL: Joint control of routing topology and transmission power in real low-power and lossy networks
We present PC-RPL, a transmission power-controlled IPv6 routing protocol for low-power
and lossy wireless networks that significantly improves the end-to-end packet delivery …
and lossy wireless networks that significantly improves the end-to-end packet delivery …
Convolutional neural network-based classification system design with compressed wireless sensor network images
With the introduction of various advanced deep learning algorithms, initiatives for image
classification systems have transitioned over from traditional machine learning algorithms …
classification systems have transitioned over from traditional machine learning algorithms …
Predicting speech discrimination scores from pure-tone thresholds—A machine learning-based approach using data from 12,697 subjects
Diagnostic tests for hearing impairment not only determines the presence (or absence) of
hearing loss, but also evaluates its degree and type, and provides physicians with essential …
hearing loss, but also evaluates its degree and type, and provides physicians with essential …