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Diagnosis and prognosis of rolling element bearings at low speeds and varying load conditions using higher order statistics and artificial intelligence
Published 2018“…Using a technique called the kernel, transforms the data and finds an optimal boundary between the possible outputs. It does some complex data transformations, and then separate the data based on the labels or outputs defined. …”
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Efficient radio resource management in integrated terrestrial and non-terrestrial networks
Published 2024“…Moreover, the multi-agent deep Q network (MADQN) solution is also simulated as an additional benchmark algorithm. Simulation results reveal that as the number of users in the network increases, the acquired data rate of the MA3DQN is within 0.48% and 0.42% of that achieved by the GA and ILP, respectively, and outperforms all other algorithms. …”
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Active filter current compensation for transmission optimisation
Published 2017“…The optimal current distribution method uses a recently patented method which calculates the optimal currents for each of the wires which are shown to be obtained from the Thevenin parameters and power flow at any instant in time at any node. …”
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Design of quadruple-ridged orthomode transducers with reduced modal content.
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A finite element based optimisation tool for electrical machines
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Aspects of the pre- and post-selection classification performance of discriminant analysis and logistic regression
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Cabling and interfaces for Karoo Array telescopes : modelling and metrology
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Fault-tolerant sensor fusion for aircraft height estimation
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Empirical statistical modelling for crop yields predictions: bayesian and uncertainty approaches
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Low-Complexity Algorithms for Channel Estimation in Optimised Pilot-Assisted Wireless OFDM Systems
Published 2014“…For fine precision estimation in the multipath channels with statistics not known a priori, we propose recursive design of the filtering modules. Simulation results show that in the steady state, performance of the recursive estimators approaches that of their theoretical counterparts, which are optimal in the minimum mean square error (MMSE) sense. …”
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CFD analysis of solid-liquid-gas interactions in flotation vessels
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Computational investigation of swirling jet impingement in a concentrated solar tower receiver
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The test meal and exocrine pancreatic function
Published 2017“…These two hormones very soon completely replaced any other method of pancreatic simulation. The intravenous injection or infusion of secretin and/or pancreozymin is, however, not a physiological procedure. …”
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A phenomenological study of the cross-cultural experience of fear within the context of South Africa violence
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Influence of acquisition time and smoothing parameters on Ga-68 wholebody PET/CT image quality
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Impedance spectroscopy techniques for condition monitoring of polymer electrolyte membrane fuel cells
Published 2019“…Part of this work addresses some of the challenges with the fuel cell multi-sine impedance spectroscopy, such as measurement accuracy, by defining an optimized signal synthesis formulation. The proposed approach is validated in simulation and compared to the popular exponential frequency distribution approach using the appropriately defined error metric. …”
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