Elliptically Symmetric Distributions in Signal Processing and Machine Learning free ebook download.

Home : Book details

Elliptically Symmetric Distributions in Signal Processing and Machine Learning free ebook download

Category:
Other Engineering

Views: 61
Likes: 1

Catalogue

Author(s):	Jean-Pierre Delmas

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	3031521153
Pages:	390	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	10/29/2024 7:16:46 PM

To download click on link in the Links Table below

Description: Click to see full description

3031521153 pdf
This book constitutes a review of recent developments in the theory and practical exploitation of the elliptical model for measured data in both classical and emerging areas of signal processing. It develops techniques usable in (among other areas): graph learning, robust clustering, linear shrinkage, information geometry, subspace-based algorithm design, and semiparametric and misspecified estimation.
The various contributions combine to show how the goal of inferring information from a set of acquired data, recurrent in statistical signal processing, can be achieved, even when the common practical assumption of Gaussian distribution in the data is not valid. The elliptical model propounded maintains the performance of its inference procedures even when that assumption fails. The elliptical distribution, being fully characterized by its location vector, its scatter/covariance matrix and its so-called density generator, used to describe the impulsiveness of the data, is sufficiently flexible to model heterogeneous applications.
Read more

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3274846	Book	https://nitroflare.com/view/FA69AF0DE832...		0.00	alex21s

Tags: Distributions Elliptically Learning Machine Processing Signal Symmetric

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:
Comments

New comment: