图书简介
The book discusses various design approaches of sparse arrays including those seeking to increase the corresponding one-dimensional and two-dimensional virtual array apertures and others that configure the arrays based on solutions of constrained minimization problems. The latter incudes statistical bounds and signal-to-interference and noise ratio. In this respect, the book utilizes the recent strides made in convex optimizations and machine learning for sparse array design in both fixed and dynamic environments. Similar ideas are presented for sparse waveform design and combined sparse array-waveform design. The book also considers the Perception-Action Cycle in cognitive sensing incorporating antenna switching and sparse arrays to achieve both direction finding and optimum beamforming.
Chapter-1: Sparse Arrays - fundamentals P. P. Vaidyanathan and Pranav Kulkarni __________________________________________________________________ Chapter-2: Sparse Array Interpolation for Direction-of-Arrival Estimation Chengwei Zhou, ujie Gu, Yimin D. Zhang, Zhiguo Shi ________________________________________________________________________________ Chapter-3: Wideband and Multi-frequency Sparse Array Processing Fauzia Ahmad, Ph.D.; Peter Gerstoft, Ph.D.; Wei Liu, Ph.D. ________________________________________________________________________________ Chapter-4: Sparse Arrays in Sample Starved Regimes: Algorithms and performance analysis Paya Pal; Heng Qiao Chapter-5: Sparse Sensor Arrays for Two-Dimensional Direction-of-Arrival Estimation; Ali Hussein Muqaibel; Saleh Alawsh Chapter-6: Sparse Array Design for Direction Finding using Deep Learning Ahmet Musab Elbir, Koichi Ichige Chapter-7: Sparse Array Design for Optimum Beamforming using Deep Learning Syed Ali Hamza, Kyle Juretus, Moeness G. Amin Chapter-8: Sensor Placement for Distributed SensingGeert Leus, Mario Coutino, Sundeep P. Chepuri Chapter-9: Sparse Sensor Arrays for Active Sensing: Models, Algorithms and Performance Robin Rajamäki, Visa Koivunen ___________________________________________________________________________________ Chapter-10: Sparse Multi-Input Multi-Output Array Transceiver Design in Dynamic Environment Xiangrong Wang, Weitong Zhai, Xianghua Wang _____________________________________________________________________________ Chapter-11: Generalized Structured Arrays for Fixed and Moving Platforms Guodong Qin, Si Qin __________________________________________________________________________ Chapter-12: Optimization and Learning-based Methods for Radar Imaging with Sparse and Limited Apertures Ammar Saleem, Alper Güngör, Muhammed Burak Alver, Emre Güven, Müjdat Çetin ___________________________________________________________________ Chapter-13: Sparse Arrays for Sonar Kaushallya Adhikari, Kathleen E. Wage ___________________________________________________________________________________ Chapter-14: Unconventinal Array Architectures for Next Generation Wireless Communications N. Anselmi, S. Goudos, G. Oliveri, L. Poli, P. Rocca, M. Salucci, and A. Massa
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