6 citations · 9 across the 10 of their papers we have counts for
7 papers · 1 filter
Evolutionary Optimization of 1D-CNN for Non-contact Respiration Pattern Classification
Md Zobaer Islam, Sabit Ekin, John F. O'Hara +1
In this study, we present a deep learning-based approach for time-series respiration data classification. The dataset contains regular breathing patterns as well as various forms o…
Respiratory Anomaly Detection using Reflected Infrared Light-wave Signals
Md Zobaer Islam, Brenden Martin, Carly Gotcher +3
In this study, we present a non-contact respiratory anomaly detection method using incoherent light-wave signals reflected from the chest of a mechanical robot that can breathe lik…
Prospects and Applications of Incoherent Light in Non-contact Wireless Sensing Systems
Md Zobaer Islam, Sabit Ekin, John F. O'Hara
The increasing demand for wireless sensing systems has led to the exploration of alternative technologies to overcome the spectrum scarcity of traditional approaches based on radio…
Analysis and Empirical Validation of Visible Light Path Loss Model for Vehicular Sensing and Communication
Hisham Abuella, Md Zobaer Islam, Russ Messenger +2
Advancements in lighting systems and photodetectors provide opportunities to develop viable alternatives to conventional communication and sensing technologies, especially in the v…
Hand Gesture Recognition through Reflected Infrared Light Wave Signals
Md Zobaer Islam, Li Yu, Hisham Abuella +3
In this study, we present a wireless (non-contact) gesture recognition method using only incoherent light wave signals reflected from a human subject. In comparison to existing rad…
Noncontact Respiratory Anomaly Detection Using Infrared Light-Wave Sensing
Md Zobaer Islam, Brenden Martin, Carly Gotcher +3
Human respiratory rate and its pattern convey essential information about the physical and psychological states of the subject. Abnormal breathing can indicate fatal health issues…
Gesture Recognition using Reflected Visible and Infrared Light Wave Signals
Li Yu, Hisham Abuella, Md Zobaer Islam +3
In this paper, we demonstrate the ability to recognize hand gestures in a non-contact, wireless fashion using only incoherent light signals reflected from a human subject. Fundamen…