160 citations · 225 across the 41 of their papers we have counts for
10 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…
Promoting Rural Entrepreneurship through Technology: A Case Study using Productivity Enhancing Technology Experience Kits (PETE-Kits)
Matthew W. Rutherford, Brian E. Whitacre, Levi Captain +4
Contribution: Case study of a rural-focused educational program with two components: 1) introducing high school students and teachers to Smart and Connected Technologies (SCTs) tha…
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…
Time-Frequency Warped Waveforms for Well-Contained Massive Machine Type Communications
Mostafa Ibrahim, Huseyin Arslan, Hakan Ali Cirpan +1
This paper proposes a novel time-frequency warped waveform for short symbols, massive machine-type communication (mMTC), and internet of things (IoT) applications. The waveform is…
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…
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…