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Implementation of a DVB-T2 passive coherent locator demonstrator
Published 2020“…This was followed by signal propagation simulations to determine the effects the environment would have on the transmitted wave utilising Advanced Refractive Effects Prediction System (AREPS) model. …”
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Navigating the Rules: Integrating TD3 and Sensor Fusion for Traffic-Aware Autonomous Vehicle Path Planning
Published 2024“…The algorithm integrates the Twin Delayed Deep Deterministic Policy Gradient (TD3) with sensor fusion based on Nvidia Convolutional Neural Network (NCNN). The study utilizes the CARLA simulator, and real-world datasets, including KITTI and WAYMO, to train and evaluate the proposed algorithm. …”
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Investigation of ship target recognition using neural networks in conjunction with the Fourier Mellin transform
Published 2016“…At the completion of this examination, the recognition procedures and methods were applied on simulated data with the aid of a radar simulator developed and adapted for this dissertation. …”
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Fault-tolerant NCSs with video sensors
Published 2019“…Simulations clearly indicated zero packet loss and no over-delayed packets. …”
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Market state discovery
Published 2023“…The assessment is carried out by: simulating market datasets varying in complexity; implementing ICC and ASPC to estimate the underlying states (using only simulated log-returns as inputs); and measuring the algorithms' ability to recover the underlying states, using the Adjusted Rand Index (ARI) as a performance metric. …”
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Thermofluid design and performance analysis of an air-cooled heat rejection system for a 50 MWe sCO2 concentrated solar power plant
Published 2025“…An emerging renewable energy technology is concentrated solar power (CSP) plants utilising supercritical carbon dioxide (sCO2) as a working fluid. …”
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A mathematical model of a high sulphate wastewater, anaerobic treatment system
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Micro combined heat and power management for a residential system
Published 2016“…A model of a residential μCHP system is formulated upon which these simulated tests are conducted. From these simulations, equations to model the costs of running a fuel-cell based μCHP system are proposed. …”
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Machine Learning for Radio Frequency Interference Flagging
Published 2021“…This work explores the application of supervised machine learning algorithms for RFI flagging, trained on real measurement data and simulated data with simulated RFI. The goal of this work is to investigate the prediction of RFI using specific machine learning algorithms; Naive Bayes Classifier, K-Nearest Neighbours Classifier, Random Forest Classifier, the U-Net convolution neural network and the Multilayer Perceptron. …”
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Water quality modelling of eutrophied reservoirs in South Africa
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Modelling of a stand alone photovoltaic system with dedicated hybrid battery energy storage system
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Load balancing using cell range expansion in LTE advanced heterogeneous networks
Published 2016“…Reviewed literature points out several approaches to solve the load balancing problem in heterogeneous networks, which include, cell range expansion and utility function optimization. Then, we use cell range expansion, and logarithmic utility functions to design a load balancing algorithm. …”
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Access network selection schemes for multiple calls in next generation wireless networks
Published 2017“…The RAT selection method was modeled with constraints on terminal battery power, service cost and network congestion to select a specified number of RATs that optimizes the terminal interface utility. The results obtained show an optimum RAT selection strategy that maximizes the terminal utility and selects the best RAT combinations for user's parallel-streaming for voice, video and file-download.…”
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Enhanced Interest Aware PeopleRank for Opportunistic Mobile Social Networks
Published 2021“…Different interest distributions and users’ densities are simulated using the Social-Aware Opportunistic Forwarding Simulator (SAROS). …”
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Particle filtering on hybrid dynamical systems for sensor fault detection
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Reactive power compensation, system and voltage stability of an industrial network with short circuit limiting coupler
Published 2016“…Motor loads were modelled in detail incorporating their dynamic characteristics. 75% of the Sasol Three system load constitute induction motors and 25 % is constant impedance and constant current load models. Power System Simulator (PSS/E) package was utilized in carrying out these studies. …”
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Chaos diagram of harmonically excited vibration absorber control duffing's oscillator
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Dual protocol performance using WiFi and ZigBee for industrial WLAN
Published 2016“…The study also evaluates the optimum performance of WNCS that utilizes only the IEEE 802.11 protocol (WiFi) without modifications as a high bit network. …”
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