Simulation-Based Optimization of Antenna Arrays
Nonfiction, Science & Nature, Technology, Telecommunications, Engineering
| Author: | Slawomir Koziel, Stanislav Ogurtsov | ISBN: | 9781786346001 |
| Publisher: | World Scientific Publishing Company | Publication: | February 13, 2019 |
| Imprint: | WSPC (EUROPE) | Language: | English |
| Author: | Slawomir Koziel, Stanislav Ogurtsov |
| ISBN: | 9781786346001 |
| Publisher: | World Scientific Publishing Company |
| Publication: | February 13, 2019 |
| Imprint: | WSPC (EUROPE) |
| Language: | English |
The book addresses surrogate-assisted design of antenna arrays, in particular, how surrogate models, both data-driven and physics-based, can be utilized to expedite procedures such as parametric optimization, design closure, statistical analysis, or fault detection. Algorithms and design frameworks are illustrated using a large variety of examples including real-world printed-circuit antenna and antenna array structures.
This unique compendium contains introductory materials concerning numerical optimization, both conventional (gradient-based and derivative-free, including metaheuristics) and surrogate-based, as well as a considerable selection of customized procedures developed specifically to handle antenna array problems. Recommendations concerning practical aspects of surrogate-assisted multi-objective antenna optimization are also given. The methods presented allow for cost-efficient handling of antenna array design problems (involving CPU-intensive EM models) in the context of design optimization and statistical analysis, which will benefit both researchers, designers and graduate students.
Contents:
- Introduction
- Antenna Array Fundamentals
- Fundamentals of Numerical Optimization
- Global Optimization: Population-Based Metaheuristics
- Fundamentals of Surrogate-Based Modeling and Optimization
- Antenna Models for Simulation-Based Design
- Element Design: Case Studies
- Microstrip Antenna Subarray Design Using Simulation-Based Optimization
- Antenna Array Models for Simulation-Based Design and Optimization
- Design of Linear Antenna Array Apertures Using Surrogate-Assisted Optimization
- Design of Planar Microstrip Antenna Arrays Using Variable-Fidelity EM Models
- Design of Planar Microstrip Array Antennas Using Simulation-Based Superposition Models
- Design of Planar Arrays Using Radiation Response Surrogates
- Simulation-Based Design of Corporate Feeds for Low-Sidelobe Microstrip Linear Arrays
- Design of Linear Phased Array Apertures Using Response Correction and Surrogate-Assisted Optimization
- Fault Detection in Linear Arrays Using Response Correction Techniques
- Surrogate-Assisted Tolerance Analysis of Microstrip Linear Arrays with Corporate Feeds
- Discussion and Recommendations: Prospective Look
Readership: Primary readership: antenna engineering and microwave engineering (graduate students, researchers, and designers); Secondary readership: electrical engineering, mechanical engineering (graduate students, researchers, designers).
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The book addresses surrogate-assisted design of antenna arrays, in particular, how surrogate models, both data-driven and physics-based, can be utilized to expedite procedures such as parametric optimization, design closure, statistical analysis, or fault detection. Algorithms and design frameworks are illustrated using a large variety of examples including real-world printed-circuit antenna and antenna array structures.
This unique compendium contains introductory materials concerning numerical optimization, both conventional (gradient-based and derivative-free, including metaheuristics) and surrogate-based, as well as a considerable selection of customized procedures developed specifically to handle antenna array problems. Recommendations concerning practical aspects of surrogate-assisted multi-objective antenna optimization are also given. The methods presented allow for cost-efficient handling of antenna array design problems (involving CPU-intensive EM models) in the context of design optimization and statistical analysis, which will benefit both researchers, designers and graduate students.
Contents:
- Introduction
- Antenna Array Fundamentals
- Fundamentals of Numerical Optimization
- Global Optimization: Population-Based Metaheuristics
- Fundamentals of Surrogate-Based Modeling and Optimization
- Antenna Models for Simulation-Based Design
- Element Design: Case Studies
- Microstrip Antenna Subarray Design Using Simulation-Based Optimization
- Antenna Array Models for Simulation-Based Design and Optimization
- Design of Linear Antenna Array Apertures Using Surrogate-Assisted Optimization
- Design of Planar Microstrip Antenna Arrays Using Variable-Fidelity EM Models
- Design of Planar Microstrip Array Antennas Using Simulation-Based Superposition Models
- Design of Planar Arrays Using Radiation Response Surrogates
- Simulation-Based Design of Corporate Feeds for Low-Sidelobe Microstrip Linear Arrays
- Design of Linear Phased Array Apertures Using Response Correction and Surrogate-Assisted Optimization
- Fault Detection in Linear Arrays Using Response Correction Techniques
- Surrogate-Assisted Tolerance Analysis of Microstrip Linear Arrays with Corporate Feeds
- Discussion and Recommendations: Prospective Look
Readership: Primary readership: antenna engineering and microwave engineering (graduate students, researchers, and designers); Secondary readership: electrical engineering, mechanical engineering (graduate students, researchers, designers).
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