Search results for "computational geometry"

showing 10 items of 139 documents

Design Space Exploration of Parallel Embedded Architectures for Native Clifford Algebra Operations

2012

In the past few decades, Geometric or Clifford algebra (CA) has received a growing attention in many research fields, such as robotics, machine vision and computer graphics, as a natural and intuitive way to model geometric objects and their transformations. At the same time, the high dimensionality of Clifford algebra and its computational complexity demand specialized hardware architectures for the direct support of Clifford data types and operators. This paper presents the design space exploration of parallel embedded architectures for native execution of four-dimensional (4D) and five-dimensional (5D) Clifford algebra operations. The design space exploration has been described along wit…

Settore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniSpeedupTheoretical computer scienceComputer sciencebusiness.industryDesign space explorationMachine visionClifford algebraClifford algebra Computational geometry Embedded coprocessors Application-specific processors Design space exploration FPGA-based prototypingRoboticsComputer graphicsSoftwareHardware and ArchitectureComputingMethodologies_SYMBOLICANDALGEBRAICMANIPULATIONArtificial intelligenceElectrical and Electronic EngineeringVariety (universal algebra)businessSoftwareIEEE Design & Test of Computers
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An FPGA Implementation of a Quadruple-Based Multiplier for 4D Clifford Algebra

2008

Geometric or Clifford algebra is an interesting paradigm for geometric modeling in fields as computer graphics, machine vision and robotics. In these areas the research effort is actually aimed at finding an efficient implementation of geometric algebra. The best way to exploit the symbolic computing power of geometric algebra is to support its data types and operators directly in hardware. However the natural representation of the algebra elements as variable-length objects causes some problems in the case of a hardware implementation. This paper proposes a 4D Clifford algebra in which the variable-length elements are mapped into fixed-length elements (quadruples). This choice leads to a s…

Settore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniTheoretical computer scienceComputer scienceClifford algebraClifford Algebra computational geometry application-specific coprocessor FPGA prototypingSolid modelingOperandData typeComputer graphicsGeometric algebraComputingMethodologies_SYMBOLICANDALGEBRAICMANIPULATIONLinear algebraArithmeticGeometric modeling
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Spectrum cartography using adaptive radial basis functions: Experimental validation

2017

In this paper, we experimentally validate the functionality of a developed algorithm for spectrum cartography using adaptive Gaussian radial basis functions (RBF). The RBF are strategically centered around representative centroid locations in a machine learning context. We assume no prior knowledge about neither the power spectral densities (PSD) of the transmitters nor their locations. Instead, the received signal power at each location is estimated as a linear combination of different RBFs. The weights of the RBFs, their Gaussian decaying parameters and locations are jointly optimized using expectation maximization with a least squares loss function and a quadratic regularizer. The perfor…

Signal processingComputer scienceGaussianCentroid020206 networking & telecommunicationsContext (language use)02 engineering and technologyComputer Science::Computational GeometryLeast squaresComputer Science::Numerical Analysissymbols.namesakeExpectation–maximization algorithm0202 electrical engineering electronic engineering information engineeringsymbolsRadial basis functionLinear combinationCartography
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"Table 126" of "Studies of QCD at e+ e- centre-of-mass energies between 91-GeV and 209-GeV."

2004

Planarity distribution at c.m. energy 133.00 GeV.

Single Differential Cross Section133.0Astrophysics::High Energy Astrophysical PhenomenaE+ E- --> HADRONSE+ E- ScatteringExclusiveHigh Energy Physics::ExperimentComputer Science::Computational GeometryNuclear ExperimentDSIG/DPLANARITY
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"Table 130" of "Studies of QCD at e+ e- centre-of-mass energies between 91-GeV and 209-GeV."

2004

Planarity distribution at c.m. energy 189.00 GeV.

Single Differential Cross Section189.0Astrophysics::High Energy Astrophysical PhenomenaE+ E- --> HADRONSE+ E- ScatteringExclusiveHigh Energy Physics::ExperimentComputer Science::Computational GeometryNuclear ExperimentDSIG/DPLANARITY
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"Table 132" of "Studies of QCD at e+ e- centre-of-mass energies between 91-GeV and 209-GeV."

2004

Planarity distribution at c.m. energy 206.00 GeV.

Single Differential Cross Section206.0Astrophysics::High Energy Astrophysical PhenomenaE+ E- --> HADRONSE+ E- ScatteringExclusiveHigh Energy Physics::ExperimentComputer Science::Computational GeometryNuclear ExperimentDSIG/DPLANARITY
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"Table 127" of "Studies of QCD at e+ e- centre-of-mass energies between 91-GeV and 209-GeV."

2004

Planarity distribution at c.m. energy 161.00 GeV.

Single Differential Cross SectionAstrophysics::High Energy Astrophysical PhenomenaE+ E- --> HADRONSE+ E- ScatteringExclusiveHigh Energy Physics::ExperimentComputer Science::Computational GeometryNuclear Experiment161.0DSIG/DPLANARITY
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"Table 131" of "Studies of QCD at e+ e- centre-of-mass energies between 91-GeV and 209-GeV."

2004

Planarity distribution at c.m. energy 200.00 GeV.

Single Differential Cross SectionAstrophysics::High Energy Astrophysical PhenomenaE+ E- --> HADRONSE+ E- ScatteringExclusiveHigh Energy Physics::ExperimentComputer Science::Computational GeometryNuclear Experiment200.0DSIG/DPLANARITY
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"Table 128" of "Studies of QCD at e+ e- centre-of-mass energies between 91-GeV and 209-GeV."

2004

Planarity distribution at c.m. energy 172.00 GeV.

Single Differential Cross SectionAstrophysics::High Energy Astrophysical PhenomenaE+ E- --> HADRONSE+ E- ScatteringExclusiveHigh Energy Physics::ExperimentComputer Science::Computational GeometryNuclear ExperimentDSIG/DPLANARITY172.0
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"Table 129" of "Studies of QCD at e+ e- centre-of-mass energies between 91-GeV and 209-GeV."

2004

Planarity distribution at c.m. energy 183.00 GeV.

Single Differential Cross SectionAstrophysics::High Energy Astrophysical PhenomenaE+ E- --> HADRONSE+ E- ScatteringExclusiveHigh Energy Physics::ExperimentComputer Science::Computational GeometryNuclear ExperimentDSIG/DPLANARITY183.0
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