Search results for "Lookup table"

showing 10 items of 24 documents

Systematic Assessment of MODTRAN Emulators for Atmospheric Correction

2021

Atmospheric radiative transfer models (RTMs) simulate the light propagation in the Earth's atmosphere. With the evolution of RTMs, their increase in complexity makes them impractical in routine processing such as atmospheric correction. To overcome their computational burden, standard practice is to interpolate a multidimensional lookup table (LUT) of prestored simulations. However, accurate interpolation relies on large LUTs, which still implies large computation times for their generation and interpolation. In recent years, emulation has been proposed as an alternative to LUT interpolation. Emulation approximates the RTM outputs by a statistical regression model trained with a low number …

EmulationMODTRANComputer scienceDimensionality reduction0211 other engineering and technologiesAtmospheric correction02 engineering and technologyArticlesymbols.namesakePrincipal component analysisLookup tablesymbolsGeneral Earth and Planetary SciencesElectrical and Electronic EngineeringGaussian processAlgorithm021101 geological & geomatics engineeringInterpolation
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Active load sharing technique for on-line efficiency optimization in DC microgrids

2017

Recently, DC power distribution is gaining more and more importance over its AC counterpart achieving increased efficiency, greater flexibility, reduced volumes and capital cost. In this paper, a 24-120-325V two-level DC distribution system for home appliances, each including three parallel DC-DC converters, is modeled. An active load sharing technique is proposed for the on-line optimization of the global efficiency of the DC distribution network. The algorithm aims at the instantaneous efficiency optimization of the whole DC network, based on the on-line load current sampling. A Look Up Table, is created to store the real efficiencies of the converters taking into account components toler…

EngineeringEnvironmental EngineeringDC distribution system020209 energyEnergy Engineering and Power Technology02 engineering and technologyActive loadIndustrial and Manufacturing EngineeringSampling (signal processing)Control theoryGenetic algorithm0202 electrical engineering electronic engineering information engineeringElectronic engineeringElectrical and Electronic EngineeringMATLABcomputer.programming_languageGlobal efficiency optimizationbusiness.industryConvertersPower (physics)Settore ING-IND/33 - Sistemi Elettrici Per L'EnergiaDC distributionLookup tableOptimal load sharingbusinesscomputer
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Nonlinear droop control for minimum power losses operation in islanded microgrids

2017

In this work, a modified primary regulation technique is proposed to control one of the inverter interfaced units feeding an islanded microgrid. The proposed approach employs an off-line minimum losses Optimal Power Flow, OPF, to extract a lookup table for the composition of the droop curve. Simulations prove that generators reach an operating point that corresponds to a minimum loss operation for the relevant power flow distribution. Since OPF has been implemented with frequency and voltage dependent models, the results of the modified droop are stable and also energy efficient. Further studies will address further analysis on systems showing different R/X ratio and modeling of more genera…

EngineeringOperating pointEnvironmental EngineeringDynamic droop controlbusiness.industry020209 energyIslanded microgrid020208 electrical & electronic engineeringEnergy Engineering and Power Technology02 engineering and technologyIndustrial and Manufacturing EngineeringPower (physics)Settore ING-IND/33 - Sistemi Elettrici Per L'EnergiaControl theoryLookup table0202 electrical engineering electronic engineering information engineeringInverterVoltage droopMicrogridElectrical and Electronic EngineeringbusinessEfficient energy useVoltageMinimum losses operation
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Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes

2018

Computationally expensive radiative transfer models (RTMs) are widely used to realistically reproduce the light interaction with the earth surface and atmosphere. Because these models take long processing time, the common practice is to first generate a sparse look-up table (LUT) and then make use of interpolation methods to sample the multidimensional LUT input variable space. However, the question arise whether common interpolation methodsperform most accurate. As an alternative to interpolation, this paper proposes to use emulation, i.e., approximating the RTM output by means of the statistical learning. Two experiments were conducted to assess the accuracy in delivering spectral outputs…

FOS: Computer and information sciencesComputer Science - Machine LearningAtmospheric Science010504 meteorology & atmospheric sciencesComputer science0211 other engineering and technologiesFOS: Physical sciences02 engineering and technologyStatistics - Applications01 natural sciencesArticleMachine Learning (cs.LG)Sampling (signal processing)KrigingInverse distance weightingApplications (stat.AP)Computers in Earth Sciences021101 geological & geomatics engineering0105 earth and related environmental sciencesEmulationArtificial neural networkMODTRANComputational Physics (physics.comp-ph)Physics - Atmospheric and Oceanic PhysicsAtmospheric and Oceanic Physics (physics.ao-ph)Lookup tablePhysics - Computational PhysicsAlgorithmInterpolationIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods – A comparison

2015

Abstract Given the forthcoming availability of Sentinel-2 (S2) images, this paper provides a systematic comparison of retrieval accuracy and processing speed of a multitude of parametric, non-parametric and physically-based retrieval methods using simulated S2 data. An experimental field dataset (SPARC), collected at the agricultural site of Barrax (Spain), was used to evaluate different retrieval methods on their ability to estimate leaf area index (LAI). With regard to parametric methods, all possible band combinations for several two-band and three-band index formulations and a linear regression fitting function have been evaluated. From a set of over ten thousand indices evaluated, the …

HeteroscedasticityMean squared errorEconomicsComputer scienceImage processingBiophysical variablessymbols.namesakeLaboratory of Geo-information Science and Remote SensingMachine learningStatisticsLinear regressionLaboratorium voor Geo-informatiekunde en Remote SensingComputers in Earth SciencesParametricEngineering (miscellaneous)Gaussian processPhysically-based RTM inversionParametric statisticsPhysicsNonparametric statisticsPE&RCNon-parametricAtomic and Molecular Physics and OpticsComputer Science ApplicationsLookup tablesymbolsSentinel-2Engineering sciences. TechnologyAlgorithmISPRS Journal of Photogrammetry and Remote Sensing
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Design and Low-Cost Implementation of an Optimally Robust Reduced-Order Rotor Flux Observer for Induction Motor Control

2007

The aim of this paper is to design and analyze reduced-order observers of the rotor flux of induction motors. The design is carried out in two steps. In the first step, a boundary of the stability region of the observation error is obtained corresponding to a chosen Lyapunov function. In the second step, the boundary is translated into a performance index that is minimized with respect to stator and rotor resistance variations and differences of voltages supplying the motor and those supplying the observer in order to obtain the largest stability region. Implementation of the observer on a low-cost fixed-point digital signal processor using look-up tables is described. Experimental results …

Lyapunov functionDigital signal processorEngineeringStatorbusiness.industryControl engineeringlaw.inventionsymbols.namesakeMicrocontrollerSettore ING-INF/04 - AutomaticaControl and Systems EngineeringControl theoryRobustness (computer science)lawLookup tablesymbolsInduction motors low-cost implementation rotor flux observers.Electrical and Electronic EngineeringbusinessInduction motorMachine controlIEEE Transactions on Industrial Electronics
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Optimizing LUT-Based RTM Inversion for Semiautomatic Mapping of Crop Biophysical Parameters from Sentinel-2 and -3 Data: Role of Cost Functions

2014

Inversion of radiative transfer models (RTM) using a lookup-table (LUT) approach against satellite reflectance data can lead to concurrent retrievals of biophysical parameters such as leaf chlorophyll content (Chl) and leaf area index (LAI), but optimization strategies are not consolidated yet. ESA's upcoming satellites Sentinel-2 (S2) and Sentinel-3 (S3) aim to ensure continuity of old generation satellite sensors by providing superspectral images of high spatial and temporal resolution. This unprecedented data availability leads to an urgent need for developing robust, accurate, and operational retrieval methods. For three simulated Sentinel settings (S2-10 m: 4 bands, S2-20 m: 8 bands an…

Mean squared errorTemporal resolutionLookup tableRadiative transferGeneral Earth and Planetary SciencesSatelliteInversion (meteorology)Electrical and Electronic EngineeringLeaf area indexDivergence (statistics)Remote sensingMathematicsIEEE Transactions on Geoscience and Remote Sensing
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Multiple Cost Functions and Regularization Options for Improved Retrieval of Leaf Chlorophyll Content and LAI through Inversion of the PROSAIL Model

2013

Abstract: Lookup-table (LUT)-based radiative transfer model inversion is considered a physically-sound and robust method to retrieve biophysical parameters from Earth observation data but regularization strategies are needed to mitigate the drawback of ill-posedness. We systematically evaluated various regularization options to improve leaf chlorophyll content (LCC) and leaf area index (LAI) retrievals over agricultural lands, including the role of (1) cost functions (CFs); (2) added noise; and (3) multiple solutions in LUT-based inversion. Three families of CFs were compared: information measures, M-estimates and minimum contrast methods. We have only selected CFs without additional parame…

PROSAILradiative transfer modelsScienceQEstimatorInversion (meteorology)biophysical parametersLUT-based inversionDatabase normalizationAtmospheric radiative transfer codescost functionsApproximation errorLookup tableGeneral Earth and Planetary Sciencesbiophysical parameters; LUT-based inversion; cost functions; radiative transfer models; PROSAIL; Sentinel-2Sentinel-2Leaf area indexQAImage resolutionRemote sensingMathematicsRemote Sensing; Volume 5; Issue 7; Pages: 3280-3304
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Review of RGB photoelasticity

2015

Abstract Automatic methods of photoelasticity have had a significant progress with the development of automatic acquisition and image processing methods. This article concerns RGB photoelasticity, which allows the determination of the photoelastic retardation using, usually, a single acquisition of the isochromatic fringes in white light by a colour camera. In particular, the article presents an overview of the main characteristics of RGB photoelasticity that is influence of the quarter-wave plate error, number of acquisitions, type of light source, determination of low and high fringe orders, methods for searching the retardation, scanning procedures, calibration on a material different fr…

PhotoelasticityComputer sciencebusiness.industryMechanical EngineeringCombined useImage acquisition and elaborationImage processingRGB photoelasticity; Image acquisition and elaboration; Experimental mechanicsAtomic and Molecular Physics and OpticsElectronic Optical and Magnetic MaterialsRGB photoelasticitySettore ING-IND/14 - Progettazione Meccanica E Costruzione Di MacchineLight sourceExperimental mechanicsComputer graphics (images)Lookup tableWhite lightCalibrationRGB color modelComputer visionArtificial intelligenceElectrical and Electronic EngineeringbusinessSettore ING-IND/15 - Disegno E Metodi Dell'Ingegneria Industriale
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A Monte Carlo investigation of the dosimetric characteristics of the CSM11 137Cs source from CIS

2000

The purpose of this study is to calculate basic dosimetry data for a CSM11 low dose rate 137Cs source in water. This source is widely used in afterloadable dome cylinders designed to homogeneously irradiate the vaginal cuff alone or additional areas of the vagina in hysterectomized patients. In this study, the Monte Carlo simulation code GEANT, incorporating in detail source geometry, is used to investigate the dosimetric characteristics of the source. The calculated data were analyzed using a fitting procedure that is described in detail. Absolute dose rate distributions in water were calculated around this source and are presented as conventional 2D Cartesian lookup tables (classically al…

Physicsbusiness.industryAirRadiotherapy Planning Computer-AssistedAttenuationmedicine.medical_treatmentMonte Carlo methodBrachytherapyIsotropyWaterGeneral MedicineSievert integralComputational physicsCesium RadioisotopesLookup tablemedicineHumansDosimetryRadiometryAnisotropyNuclear medicinebusinessMonte Carlo MethodMedical Physics
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