Beamforming Optimization
Theory, Algorithms, and Applications
Buch in deiner Nähe kaufen
Beschreibung
This book highlights fast, iterative algorithms for solving multi constraint beamforming optimization problems in the field of array signal processing. It helps readers to develop a thorough understanding of computationally efficient solutions based on the alternating direction method of multipliers. These solutions can enhance real time performance while enabling precise control over array gain, robustness, sidelobe levels, and mainlobe responses across diverse environments. Key topics include high gain beamforming, sidelobe and mainlobe optimization, and FIR filter based broadband beamformer design, all supported by rigorous derivations, comparative analyses, and practical implementation frameworks. Distinguished by its wealth of illustrative examples, step by step algorithmic guidance, and a balanced integration of theory and applications, this book equips engineers and researchers with streamlined optimization techniques to improve signal resolution, interference rejection, and system performance in radar, sonar, wireless communications, and acoustic systems. Tailored for signal processing professionals, array system engineers, and graduate students, this work delivers cutting edge, implementable solutions for modern array signal processing challenges.
This book highlights fast, iterative algorithms for solving multi constraint beamforming optimization problems in the field of array signal processing. It helps readers to develop a thorough understanding of computationally efficient solutions based on the alternating direction method of multipliers. These solutions can enhance real time performance while enabling precise control over array gain, robustness, sidelobe levels, and mainlobe responses across diverse environments. Key topics include high gain beamforming, sidelobe and mainlobe optimization, and FIR filter based broadband beamformer design, all supported by rigorous derivations, comparative analyses, and practical implementation frameworks. Distinguished by its wealth of illustrative examples, step by step algorithmic guidance, and a balanced integration of theory and applications, this book equips engineers and researchers with streamlined optimization techniques to improve signal resolution, interference rejection, and system performance in radar, sonar, wireless communications, and acoustic systems. Tailored for signal processing professionals, array system engineers, and graduate students, this work delivers cutting edge, implementable solutions for modern array signal processing challenges.
Presents a unified optimization framework for narrowband/broadband beamforming across frequency-time-space-modal domains Includes complete derivations, performance limit analysis, and executable implementation guidelines for every algorithm Provides self-contained, efficient solutions that eliminate reliance on external optimization tools
Autor*in
Shefeng Yan
Themen in »Beamforming Optimization«
Multi-constraint Array Signal Processing Fast Iterative Beamformer Algorithms Admm-Based Beamforming Optimization Robust High-Gain Beamforming Techniques Sidelobe Control Optimization Techniques Fir Filter-Based Broadband Beamforming Real-Time Adaptive Beamforming Solutions