RESEARCHER PROFILE
Muhammad Saadi
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University of Central Punjab
Muhammad Saadi works in Optical Wireless Communication Technologies, Network Security and Intrusion Detection, Indoor and Outdoor Localization Technologies, Molecular Communication and Nanonetworks, Advanced Neural Network Applications. Recorded institutional associations include University of Central Punjab, Nottingham Trent University.
97Publications
1,346Citations
21H-index
Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.
Selected research works
Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.
Intrusion Detection System Based on Fast Hierarchical Deep Convolutional Neural Network
2021 · 138 citationsTransfer Learning Approach to IDS on Cloud IoT Devices Using Optimized CNN
2023 · 124 citationsA lightweight intelligent intrusion detection system for industrial internet of things using deep learning algorithms
2021 · 92 citationsBoostedEnML: Efficient Technique for Detecting Cyberattacks in IoT Systems Using Boosted Ensemble Machine Learning
2022 · 75 citationsAdaptive fuzzy based optimized proportional‐integral controller to mitigate the frequency oscillation of multi‐area photovoltaic thermal system
2020 · 54 citationsAn FPGA-Based Performance Evaluation of Artificial Neural Network Architecture Algorithm for IoT
2021 · 51 citationsVisible Light Communication: Opportunities, Challenges and Channel Models
2013 · 50 citationsA Skin Cancer Classification Approach using GAN and RoI-Based Attention Mechanism
2022 · 50 citationsHybrid MDM-PDM Based Ro-FSO System for Broadband Services by Incorporating Donut Modes Under Diverse Weather Conditions
2021 · 43 citationsCoherent detection-based photonic radar for autonomous vehicles under diverse weather conditions
2021 · 42 citationsQuantum Key Distribution Protocol Selector Based on Machine Learning for Next-Generation Networks
2022 · 41 citationsIoT Enabled Quality of Experience Measurement for Next Generation Networks in Smart Cities
2020 · 39 citationsIoT based real-time traffic monitoring system using images sensors by sparse deep learning algorithm
2023 · 38 citationsVisible light communication – An architectural perspective on the applications and data rate improvement strategies
2018 · 33 citationsQ-Meter: Quality Monitoring System for Telecommunication Services Based on Sentiment Analysis Using Deep Learning
2021 · 33 citationsA novel deep deterministic policy gradient model applied to intelligent transportation system security problems in 5G and 6G network scenarios
2022 · 32 citationsDigital Twin for a Collaborative Painting Robot
2022 · 28 citationsA Cost-Effective Photonic Radar Under Adverse Weather Conditions for Autonomous Vehicles by Incorporating a Frequency-Modulated Direct Detection Scheme
2021 · 26 citationsVisible light‐based indoor localization using k‐means clustering and linear regression
2018 · 25 citationsAn LED Based Indoor Localization System Using k-Means Clustering
2016 · 22 citationsAn Analysis of Image Features Extracted by CNNs to Design Classification Models for COVID-19 and Non-COVID-19
2021 · 22 citationsEffect of dielectric materials on integrated lens antenna for millimeter wave applications
2019 · 19 citationsEvolution of random access process: From Legacy networks to 5G and beyond
2019 · 18 citationsPerformance analysis of access class barring for next generation IoT devices
2020 · 16 citationsLight-Field Imaging Reconstruction Using Deep Learning Enabling Intelligent Autonomous Transportation System
2021 · 16 citations