7 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…
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…
The Fundamental Limits of Light-Wave Sensing for Non-Contact Respiration Monitoring
Brenden Martin, Md Zobaer Islam, Carly Gotcher +3
An experimental testbed has been constructed to assess the capabilities of Light-Wave Sensing, a promising new vitals monitoring approach. A Light-Wave Sensing apparatus utilizes i…
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…
Real-Time Traffic End-of-Queue Detection and Tracking in UAV Video
Russ Messenger, Md Zobaer Islam, Matthew Whitlock +11
Highway work zones are susceptible to undue accumulation of motorized vehicles which calls for dynamic work zone warning signs to prevent accidents. The work zone signs are placed…