Simulation-Based Optimization of Antenna Arrays
By Slawomir Koziel (Reykjavik University, Iceland), Stanislav Ogurtsov (Reykjavik University, Iceland)
393pp
978-1-78634-598-1 US$138 £120
Release Date (Asia): Nov 2018
Release Date (Rest of the World): Jan 2019
http://www.worldscientific.com/worldscibooks/10.1142/q0179
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 Cases 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; Summary and Discussion. 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).