4 papers
Free-Space Optical Channel Turbulence Prediction: A Machine Learning Approach
Md Zobaer Islam, Ethan Abele, Fahim Ferdous Hossain +3
Channel turbulence is a formidable obstacle for free-space optical (FSO) communication. Anticipation of turbulence levels is highly important for mitigating disruptions but has not…
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…
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…
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…