Study on Signal Detection and Recovery Methods with Joint Sparsity - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Study on Signal Detection and Recovery Methods with Joint Sparsity write by Xueqian Wang. This book was released on 2023-11-07. Study on Signal Detection and Recovery Methods with Joint Sparsity available in PDF, EPUB and Kindle. The task of signal detection is deciding whether signals of interest exist by using their observed data. Furthermore, signals are reconstructed or their key parameters are estimated from the observations in the task of signal recovery. Sparsity is a natural characteristic of most of signals in practice. The fact that multiple sparse signals share the common locations of dominant coefficients is called by joint sparsity. In the context of signal processing, joint sparsity model results in higher performance of signal detection and recovery. This book focuses on the task of detecting and reconstructing signals with joint sparsity. The main contents include key methods for detection of joint sparse signals and their corresponding theoretical performance analysis, and methods for joint sparse signal recovery and their application in the context of radar imaging.
Study on Signal Detection and Recovery Methods with Joint Sparsity
Study on Signal Detection and Recovery Methods with Joint Sparsity - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Study on Signal Detection and Recovery Methods with Joint Sparsity write by 王学谦. This book was released on 2023. Study on Signal Detection and Recovery Methods with Joint Sparsity available in PDF, EPUB and Kindle.
Study on Signal Detection and Recovery Methods with Joint Sparsity
Study on Signal Detection and Recovery Methods with Joint Sparsity - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Study on Signal Detection and Recovery Methods with Joint Sparsity write by Xueqian Wang. This book was released on 2023-09-30. Study on Signal Detection and Recovery Methods with Joint Sparsity available in PDF, EPUB and Kindle. The task of signal detection is deciding whether signals of interest exist by using their observed data. Furthermore, signals are reconstructed or their key parameters are estimated from the observations in the task of signal recovery. Sparsity is a natural characteristic of most of signals in practice. The fact that multiple sparse signals share the common locations of dominant coefficients is called by joint sparsity. In the context of signal processing, joint sparsity model results in higher performance of signal detection and recovery. This book focuses on the task of detecting and reconstructing signals with joint sparsity. The main contents include key methods for detection of joint sparse signals and their corresponding theoretical performance analysis, and methods for joint sparse signal recovery and their application in the context of radar imaging.
Advancements in Bayesian Methods and Implementations
Advancements in Bayesian Methods and Implementations - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advancements in Bayesian Methods and Implementations write by . This book was released on 2022-10-06. Advancements in Bayesian Methods and Implementations available in PDF, EPUB and Kindle. Advancements in Bayesian Methods and Implementation, Volume 47 in the Handbook of Statistics series, highlights new advances in the field, with this new volume presenting interesting chapters on a variety of timely topics, including Fisher Information, Cramer-Rao and Bayesian Paradigm, Compound beta binomial distribution functions, MCMC for GLMMS, Signal Processing and Bayesian, Mathematical theory of Bayesian statistics where all models are wrong, Machine Learning and Bayesian, Non-parametric Bayes, Bayesian testing, and Data Analysis with humans, Variational inference or Functional horseshoe, Generalized Bayes. - Provides the authority and expertise of leading contributors from an international board of authors - Presents the latest release in the Handbook of Statistics series - Updated release includes the latest information on Advancements in Bayesian Methods and Implementation
Advanced Technology Related to Radar Signal, Imaging, and Radar Cross-Section Measurement
Advanced Technology Related to Radar Signal, Imaging, and Radar Cross-Section Measurement - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advanced Technology Related to Radar Signal, Imaging, and Radar Cross-Section Measurement write by Hirokazu Kobayashi. This book was released on 2020-06-16. Advanced Technology Related to Radar Signal, Imaging, and Radar Cross-Section Measurement available in PDF, EPUB and Kindle. Radar-related technology is mainly processed within the time and frequency domains but, at the same time, is a multi-dimensional integrated system including a spatial domain for transmitting and receiving electromagnetic waves. As a result of the enormous technological advancements of the pioneers actively discussed in this book, research and development in multi-dimensional undeveloped areas is expected to continue. This book contains state-of-the-art work that should guide your research.
