Search Results - "Usman Hadi, Muhammad"

SARS-CoV-2 Detection Using Optical Fiber Based Sensor Method by Hadi, Muhammad Usman, Khurshid, Menal

“…The SARS-CoV-2 Coronavirus disease, also known as the COVID-19 pandemic, has engendered the biggest challenge to human life for the last two years. With a…”
Get full text

Towards optimization of 5G NR transport over fiber links performance in 5G Multi-band Networks: An OMSA model approach by Usman Hadi, Muhammad

“…•We propose a 5G NR- multiband for Radio over Fiber link outfitted with an optimized magnitude selective affine (OMSA) method to cover enhanced mobile…”
Get full text

A lightweight CORONA-NET for COVID-19 detection in X-ray images by Hadi, Muhammad Usman, Qureshi, Rizwan, Ahmed, Ayesha, Iftikhar, Nadeem

“…•A light weight CORONA-NET for diagnosing COVID-19 from chest X-ray images.•Deep feature extraction is performed by CNN, reduced yet strengthened by DWT.•The…”
Get full text

Mitigation of nonlinearities in analog radio over fiber links using machine learning approach by Hadi, Muhammad Usman

“…Machine learning (ML) techniques are looked upon as an innovative and realistic direction to cope up with nonlinearity issues in fiber optics communication. In…”
Get full text

Practical Demonstration of 5G NR Transport Over-Fiber System with Convolutional Neural Network by Hadi, Muhammad Usman

“…This study describes an experimental realization using digital predistortion (DPD) for a fifth generation (5G) multiband new radio (NR) optical front haul…”
Get full text

Modeling and Optimal Control for Rotary Unmanned Aerial Vehicles in Northern Ireland Climate by Gibson, Jack, Hadi, Muhammad Usman

“…Rotary Unmanned Aerial Vehicles (RUAVs) suffer in average Northern Irish winters due to heavy wind preventing vital tasks from being performed in the economy,…”
Get full text

AI in drug discovery and its clinical relevance by Qureshi, Rizwan, Irfan, Muhammad, Gondal, Taimoor Muzaffar, Khan, Sheheryar, Wu, Jia, Hadi, Muhammad Usman, Heymach, John, Le, Xiuning, Yan, Hong, Alam, Tanvir

“…The COVID-19 pandemic has emphasized the need for novel drug discovery process. However, the journey from conceptualizing a drug to its eventual implementation…”
Get full text

Internet of Things-Based ECG and Vitals Healthcare Monitoring System by Heaney, James, Buick, Jamie, Hadi, Muhammad Usman, Soin, Navneet

“…Health monitoring and its associated technologies have gained enormous importance over the past few years. The electrocardiogram (ECG) has long been a popular…”
Get full text

Digital Predistortion Based Experimental Evaluation of Optimized Recurrent Neural Network for 5G Analog Radio Over Fiber Links by Hadi, Muhammad Usman, Danyaro, Kamaluddeen Usman, AlQushaibi, Alawi, Qureshi, Rizwan, Alam, Tanvir

“…In the context of Enhanced Remote Area Communications (ERAC), Radio over Fiber (RoF) technology plays a crucial role in extending reliable connectivity to…”
Get full text

Neural Network DPD for Aggrandizing SM-VCSEL-SSMF-Based Radio over Fiber Link Performance by Hadi, Muhammad, Awais, Muhammad, Raza, Mohsin, Khurshid, Kiran, Jung, Hyun

“…This paper demonstrates an unprecedented novel neural network (NN)-based digital predistortion (DPD) solution to overcome the signal impairments and…”
Get full text

Artificial Intelligence and Biosensors in Healthcare and its Clinical Relevance: A Review by Qureshi, Rizwan, Irfan, Muhammad, Ali, Hazrat, Khan, Arshad, Nittala, Aditya Shekhar, Ali, Shawkat, Shah, Abbas, Gondal, Taimoor Muzaffar, Sadak, Ferhat, Shah, Zubair, Hadi, Muhammad Usman, Khan, Sheheryar, Al-Tashi, Qasem, Wu, Jia, Bermak, Amine, Alam, Tanvir

“…Data generated from sources such as wearable sensors, medical imaging, personal health records, pathology records, and public health organizations have…”
Get full text

Experimental Demonstration and Performance Enhancement of 5G NR Multiband Radio over Fiber System Using Optimized Digital Predistortion by Hadi, Muhammad Usman, Awais, Muhammad, Raza, Mohsin, Ashraf, Muhammad Ikram, Song, Jian

“…This paper presents an experimental realization of multiband 5G new radio (NR) optical front haul (OFH) based radio over fiber (RoF) system using digital…”
Get full text

Efficient Supervised Machine Learning Network for Non-Intrusive Load Monitoring by Hadi, Muhammad Usman, Suhaimi, Nik Hazmi Nik, Basit, Abdul

“…From a single meter that measures the entire home’s electrical demand, energy disaggregation calculates appliance-by-appliance electricity consumption…”
Get full text

A Comparative Analysis of DNN and Conventional Signal Detection Techniques in SISO and MIMO Communication Systems by Shoukat, Hamna, Khurshid, Abdul Ahad, Daha, Muhammad Yunis, Shahid, Kamal, Hadi, Muhammad Usman

“…This paper investigates the performance of deep neural network (DNN)-based signal detection in multiple input, multiple output (MIMO), communication systems…”
Get full text

Experimental characterization of Sigma Delta Radio over fiber system for 5G C-RAN downlink by Hadi, Muhammad Usman, Traverso, Pier Andrea, Tartarini, Giovanni, Jung, Hyun

“…Radio over Fiber is a promising technology for the 5G Cloud Radio Access Network. We demonstrate experimentally Sigma Delta Radio over Fiber by means of Sigma…”
Get full text

Experimental Evaluation of Hybrid Fibre–Wireless System for 5G Networks by Hadi, Muhammad Usman, Song, Jian, Soman, Sunish Kumar Orappanpara, Rahimian, Ardavan, Cheema, Adnan Ahmad

“…This article describes a novel experimental study considering a multiband fibre–wireless system for constructing the transport network for fifth-generation…”
Get full text

Energy-Aware Adaptive Weighted Grid Clustering Algorithm for Renewable Wireless Sensor Networks by Aslam, Nelofar, Xia, Kewen, Haider, Muhammad, Hadi, Muhammad

“…Wireless sensor networks (WSNs), built from many battery-operated sensor nodes are distributed in the environment for monitoring and data acquisition…”
Get full text

Experimental demonstration of transport over fiber using 5G NR with performance enhancement using DPD by Hadi, Muhammad Usman

“…The article proposes an experimental implementation with a performance comparison of 5G new radio (NR) multiband waveforms utilizing analog radio over fiber…”
Get full text

Optimal Wireless Charging Inclusive of Intellectual Routing Based on SARSA Learning in Renewable Wireless Sensor Networks by Aslam, Nelofar, Xia, Kewen, Hadi, Muhammad Usman

“…The next generation's sensor nodes will be more intelligent, energy conservative, and perpetual lifetime in the set-up of wireless sensor networks (WSNs)…”
Get full text

Enhancing distributed feedback‐standard single mode fiber‐radio over fiber links performance by neural network digital predistortion by Hadi, Muhammad Usman, Murtaza, Ghulam

“…This letter presents a novel neural network (NN) based digital predistortion (DPD) technique to obliterate the signal impairments and nonlinearities in radio…”
Get full text