[go: up one dir, main page]

Du et al., 2020 - Google Patents

Neural network of calibrated coarse model and application to substrate integrated waveguide filter design

Du et al., 2020

View PDF
Document ID
1623044133455254725
Author
Du G
Jin L
Publication year
Publication venue
International Journal of RF and Microwave Computer‐Aided Engineering

External Links

Snippet

In this article, we propose a novel neural network of calibrated coarse model, which can obtain the optimal filter response with as little training data as possible to synthesize the entire substrate integrated waveguide (SIW) filter. By incorporating the knowledge of filter …
Continue reading at onlinelibrary.wiley.com (PDF) (other versions)

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/50Computer-aided design
    • G06F17/5009Computer-aided design using simulation
    • G06F17/5036Computer-aided design using simulation for analog modelling, e.g. for circuits, spice programme, direct methods, relaxation methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/30286Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • HELECTRICITY
    • H01BASIC ELECTRIC ELEMENTS
    • H01PWAVEGUIDES; RESONATORS, LINES, OR OTHER DEVICES OF THE WAVEGUIDE TYPE
    • H01P5/00Coupling devices of the waveguide type
    • H01P5/12Coupling devices having more than two ports
    • H01P5/16Conjugate devices, i.e. devices having at least one port decoupled from one other port
    • H01P5/18Conjugate devices, i.e. devices having at least one port decoupled from one other port consisting of two coupled guides, e.g. directional couplers
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06FELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations

Similar Documents

Publication Publication Date Title
Feng et al. Artificial neural networks for microwave computer-aided design: The state of the art
Kabir et al. Smart modeling of microwave devices
Koziel et al. Sequential approximate optimisation for statistical analysis and yield optimisation of circularly polarised antennas
Zhang et al. Enhanced cognition‐driven formulation of space mapping for equal‐ripple optimisation of microwave filters
Pietrenko-Dabrowska et al. Globalized parametric optimization of microwave components by means of response features and inverse metamodels
Koziel et al. Improved-efficacy optimization of compact microwave passives by means of frequency-related regularization
Koziel et al. On computationally-efficient reference design acquisition for reduced-cost constrained modeling and re-design of compact microwave passives
Romano et al. Quasi‐static partial element equivalent circuit models of magneto‐dielectric materials
Şenel et al. Bandpass filter design using deep neural network and differential evolution algorithm
Roy et al. Surrogate model-based filter optimization by a field-circuit model mapping
Du et al. Neural network of calibrated coarse model and application to substrate integrated waveguide filter design
Lu et al. High order narrow band superconducting filter design based on neural networks and extracted coupling matrix
Liu et al. Automatic coupler design using data-driven-based modular neural network
Ammar et al. WCIP method for multiple‐loop antennas around a spherical media
Koziel et al. Inverse surrogate modeling for low-cost geometry scaling of microwave and antenna structures
Kabir et al. Recent advances of neural network‐based EM‐CAD
Koziel et al. Response correction techniques for surrogate‐based design optimization of microwave structures
Tamandani et al. Analysis of a nonuniform guiding structure by the adaptive finite‐difference and singular value decomposition methods
Wan et al. Radial stub based negative group delay circuit theory
Martinez Martinez et al. Advanced filter design technique based on equivalent circuits and coupling matrix segmentation
Koziel et al. Surrogate modeling for expedited two‐objective geometry scaling of miniaturized microwave passives
Koziel et al. Rapid design closure of microwave components by means of feature‐based optimization and adjoint sensitivities
Yang et al. Optimization of ANN‐based models and its EM co‐simulation for printed RF devices
Zhang et al. Design and optimization of a planar folded substrate integrated waveguide bandpass filter exploiting aggressive space mapping
Xu et al. Flexible inverse design of microwave filter customized on demand with wavelet transform deep learning