Search Results - "Shahid, Syed Maaz"

Performance Analysis of an In-Band Full-Duplex MAC Protocol for Future Wireless Networks by Sarmad, Wardah, Shahid, Syed Maaz, Karasan, Ezhan, Kwon, Sungoh

“…In this article, we extend IEEE 802.11 from carrier-sense multiple access with collision avoidance to carrier-sense multiple access with collision detection…”
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Real-Time Classification of Diesel Marine Engine Loads Using Machine Learning by Shahid, Syed Maaz, Ko, Sunghoon, Kwon, Sungoh

“…An engine control system is responsible for controlling the combustion parameters of an internal combustion engine to increase the efficiency of the engine. An…”
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Deep Reinforcement Learning-Based Battery Management Algorithm for Retired Electric Vehicle Batteries with a Heterogeneous State of Health in BESSs by Doan, Nhat Quang, Shahid, Syed Maaz, Choi, Sung-Jin, Kwon, Sungoh

“…In this paper, we propose a battery management algorithm to optimize the lifetimes of retired lithium batteries with heterogeneous states of health in a…”
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Extending the BESS Lifetime: A Cooperative Multi-Agent Deep Q Network Framework for a Parallel-Series Connected Battery Pack by Doan, Nhat Quang, Shahid, Syed Maaz, Duong, Tho Minh, Choi, Sung-Jin, Kwon, Sungoh

“…In this paper, we propose a battery management algorithm to maximize the lifetime of a parallel-series connected battery pack with heterogeneous states of…”
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Load Balancing for 5G Integrated Satellite-Terrestrial Networks by Shahid, Syed Maaz, Seyoum, Yemane Teklay, Won, Seok Ho, Kwon, Sungoh

“…We propose a load balancing algorithm for a multi-RAT (radio access technology) network including a non-terrestrial network (NTN) and a terrestrial network…”
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Movement Noise Cancellation in Second Derivative of Photoplethysmography Signals with Wavelet Transform and Diversity Combining by Ban, Dahee, Shahid, Syed, Kwon, Sungoh

“…In this paper, we propose an algorithm to remove movement noise from second derivative of photoplethysmography (SDPPG) signals. SDPPG is widely used in…”
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Real-time abnormality detection and classification in diesel engine operations with convolutional neural network by Shahid, Syed Maaz, Ko, Sunghoon, Kwon, Sungoh

“…In this paper, we propose a real-time diagnostic method using a convolutional neural network (CNN) to detect cylinder misfires and engine load conditions in…”
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Distributed robust channel allocation for clustered cognitive radio-based IoT networks using graph theory by Shahid, Syed Maaz, Kwon, Sungoh

“…The exponential growth in the Internet of Things (IoT) devices for the Internet of Everything (IoE) services demands more operating spectrum. Utilizing the…”
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Distributed load balancing algorithm considering QoS for next generation multi-RAT HetNets by Seyoum, Yemane Teklay, Shahid, Syed Maaz, Cho, Eun Seon, Kwon, Sungoh

“…In this paper, we propose a distributed load balancing algorithm for multi-radio access technology (multi-RAT) heterogeneous networks (HetNets). The random…”
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Design and Simulation of the Multi-RAT Load-balancing Algorithms for 5G-ALLSTAR Systems by Giuseppi, Alessandro, Maaz Shahid, Syed, De Santis, Emanuele, Ho Won, Seok, Kwon, Sungoh, Choi, Taesang

“…This paper introduces algorithms for the multi-RAT load balancing function to maximize QoE in terrestrial and satellite combined system developed in the…”
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Incorporating Mobility Prediction in Handover Procedure for Frequent-handover Mitigation in Small-Cell Networks by Shahid, Syed Maaz, Na, Jee-Hyeon, Kwon, Sungoh

“…Small cells are deployed in high-density environments to provide additional capacity and improve network coverage, supporting high-speed, high-quality mobile…”
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Load Balancing with Traffic Splitting for QoS Enhancement in 5G HetNets by Manan, Abdul, Shahid, Syed Maaz, Kim, SungKyung, Kwon, Sungoh

“…In heterogeneous networks (HetNets), high user density and random small cell deployment often result in uneven User Equipment (UE) distributions among cells…”
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Federated Learning for User Mobility Classification in 5G Heterogeneous Networks by Shahid, Syed Maaz, Kim, SungKyung, Kwon, Sungoh

“…In this work, we propose a distributed learning framework that classifies users' transportation modes by leveraging heterogeneous networks (HetNets)…”
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Performance Comparison of 1D and 2D Convolutional Neural Networks for Real-Time Classification of Time Series Sensor Data by Shahid, Syed Maaz, Ko, Sunghoon, Kwon, Sungoh

“…Two-dimensional (2D) convolutional neural networks (CNNs) are implemented for machinery fault diagnosis owing to CNN's capability of feature extraction from…”
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Distributed Dynamic Channel Assignment for Sensor Networks in 5G mMTC by Shahid, Syed Maaz, Hasan, Md Mehedi, Kwon, Sungoh

“…Billions of physical devices are expected to be connected to the Internet by 2020, which will eventually lead to massive machine-type-communication (mMTC), a…”
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Neural Network-based Classification for Engine Load by Shahid, Syed Maaz, Jo, BaekDu, Ko, Sunghoon, Kwon, Sungoh

“…In this paper, we propose an engine load classification algorithm using torque data in the crank-angle domain. Engine cylinder operation is different at…”
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Load Balancing for 5G Integrated Satellite-Terrestrial Networks by Shahid, Syed Maaz, Seyoum, Yemane Teklay, Won, Seok Ho, Kwon, Sungoh

“…We propose a load balancing algorithm for a multi-RAT (radio access technology) network including a non-terrestrial network (NTN) and a terrestrial network…”
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