How Long to Read Blind Identification and Separation of Complex-valued Signals

How Long Does it Take to Read Blind Identification and Separation of Complex-valued Signals?

It takes the average reader 1 hour and 52 minutes to read Blind Identification and Separation of Complex-valued Signals by Eric Moreau

Assuming a reading speed of 250 words per minute. Learn more

Description

Blind identification consists of estimating a multi-dimensional system only through the use of its output, and source separation, the blind estimation of the inverse of the system. Estimation is generally carried out using different statistics of the output. The authors of this book consider the blind identification and source separation problem in the complex-domain, where the available statistical properties are richer and include non-circularity of the sources – underlying components. They define identifiability conditions and present state-of-the-art algorithms that are based on algebraic methods as well as iterative algorithms based on maximum likelihood theory. Contents 1. Mathematical Preliminaries. 2. Estimation by Joint Diagonalization. 3. Maximum Likelihood ICA. About the Authors Eric Moreau is Professor of Electrical Engineering at the University of Toulon, France. His research interests concern statistical signal processing, high order statistics and matrix/tensor decompositions with applications to data analysis, telecommunications and radar. Tülay Adali is Professor of Electrical Engineering and Director of the Machine Learning for Signal Processing Laboratory at the University of Maryland, Baltimore County, USA. Her research interests concern statistical and adaptive signal processing, with an emphasis on nonlinear and complex-valued signal processing, and applications in biomedical data analysis and communications. Blind identification consists of estimating a multidimensional system through the use of only its output. Source separation is concerned with the blind estimation of the inverse of the system. The estimation is generally performed by using different statistics of the outputs. The authors consider the blind estimation of a multiple input/multiple output (MIMO) system that mixes a number of underlying signals of interest called sources. They also consider the case of direct estimation of the inverse system for the purpose of source separation. They then describe the estimation theory associated with the identifiability conditions and dedicated algebraic algorithms. The algorithms depend critically on (statistical and/or time frequency) properties of complex sources that will be precisely described.

How long is Blind Identification and Separation of Complex-valued Signals?

Blind Identification and Separation of Complex-valued Signals by Eric Moreau is 112 pages long, and a total of 28,224 words.

This makes it 38% the length of the average book. It also has 34% more words than the average book.

How Long Does it Take to Read Blind Identification and Separation of Complex-valued Signals Aloud?

The average oral reading speed is 183 words per minute. This means it takes 2 hours and 34 minutes to read Blind Identification and Separation of Complex-valued Signals aloud.

What Reading Level is Blind Identification and Separation of Complex-valued Signals?

Blind Identification and Separation of Complex-valued Signals is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Blind Identification and Separation of Complex-valued Signals?

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