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Syed Junaid Nawaz
Researcher at COMSATS Institute of Information Technology
Publications - 68
Citations - 1262
Syed Junaid Nawaz is an academic researcher from COMSATS Institute of Information Technology. The author has contributed to research in topics: Communication channel & Multipath propagation. The author has an hindex of 15, co-authored 66 publications receiving 846 citations. Previous affiliations of Syed Junaid Nawaz include Mohammad Ali Jinnah University & Staffordshire University.
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Quantum Machine Learning for 6G Communication Networks: State-of-the-Art and Vision for the Future
TL;DR: A novel QC-assisted and QML-based framework for 6G communication networks is proposed while articulating its challenges and potential enabling technologies at the network infrastructure, network edge, air interface, and user end.
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Propagation Channels for mmWave Vehicular Communications: State-of-the-art and Future Research Directions
TL;DR: This work highlights the key attributes of mmWave vehicular communication channels and surveys the recent literature on channel characterization efforts in order to provide a gap analysis and propose possible directions for future research.
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A Generalized 3-D Scattering Model for a Macrocell Environment With a Directional Antenna at the BS
TL;DR: The proposed3-D scattering model is shown to deduce all previously proposed 2-D and 3-D models that assume a uniform distribution of scatters with directional or omnidirectional antennas found in the literature for a macrocell environment.
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Residual Connection-Based Encoder Decoder Network (RCED-Net) for Retinal Vessel Segmentation
Tariq M. Khan,Musaed Alhussein,Khursheed Aurangzeb,Muhammad Arsalan,Syed Saud Naqvi,Syed Junaid Nawaz +5 more
TL;DR: A novel supervised deep learning-based approach is proposed which extends a variant of the fully convolutional neural network which helps in spanning the gap between semantic segmentation and medical image segmentation in the retinal fundus images.
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The Potential Short- and Long-Term Disruptions and Transformative Impacts of 5G and Beyond Wireless Networks: Lessons Learnt From the Development of a 5G Testbed Environment
Mohmammad N. Patwary,Syed Junaid Nawaz,Md. Abdur Rahman,Shree Krishna Sharma,Md. Mamunur Rashid,Stuart J. Barnes +5 more
TL;DR: In this paper, an extensive study is conducted to explore the possibilities of reducing the 5G deployment cost and developing viable business models, in which the potential of infrastructure, data, and spectrum sharing is thoroughly investigated.