東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Adaptive filtering = algorithms and ...

Diniz, Paulo S. R.

FindBook

Google Book

Amazon

博客來

Adaptive filtering = algorithms and practical implementation /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Adaptive filtering/ by Paulo S. R. Diniz.
其他題名:	algorithms and practical implementation /
作者:	Diniz, Paulo S. R.
出版者:	Cham :Springer International Publishing : : 2020.,
面頁冊數:	xviii, 495 p. :ill. (some col.), digital ;24 cm.
內容註:	Introduction to Adaptive Filtering -- Fundamentals of Adaptive Filtering -- The Least-Mean-Square (LMS) Algorithm -- LMS-Based Algorithms -- LMS-Based Algorithms -- Conventional RLS Adaptive Filter -- Set-Membership Adaptive Filtering -- Adaptive Lattice-Based RLS Algorithms -- Fast Transversal RLS Algorithms -- QR-Decomposition-Based RLS Filters -- Adaptive IIR Filters -- Nonlinear Adaptive Filtering -- Subband Adaptive Filters -- Blind Adaptive Filtering -- Kalman Filtering -- Complex Differentiation -- Quantization Effects in the LMS Algorithm -- Quantization Effects in the RLS Algorithm -- Analysis of Set-Membership Affine Projection Algorithm -- Index.
Contained By:	Springer eBooks
標題:	Adaptive signal processing. -
電子資源:	https://doi.org/10.1007/978-3-030-29057-3
ISBN:	9783030290573

Adaptive filtering = algorithms and practical implementation /
Diniz, Paulo S. R.

Adaptive filteringalgorithms and practical implementation /[electronic resource] :by Paulo S. R. Diniz. - Fifth edition. - Cham :Springer International Publishing :2020. - xviii, 495 p. :ill. (some col.), digital ;24 cm.

Introduction to Adaptive Filtering -- Fundamentals of Adaptive Filtering -- The Least-Mean-Square (LMS) Algorithm -- LMS-Based Algorithms -- LMS-Based Algorithms -- Conventional RLS Adaptive Filter -- Set-Membership Adaptive Filtering -- Adaptive Lattice-Based RLS Algorithms -- Fast Transversal RLS Algorithms -- QR-Decomposition-Based RLS Filters -- Adaptive IIR Filters -- Nonlinear Adaptive Filtering -- Subband Adaptive Filters -- Blind Adaptive Filtering -- Kalman Filtering -- Complex Differentiation -- Quantization Effects in the LMS Algorithm -- Quantization Effects in the RLS Algorithm -- Analysis of Set-Membership Affine Projection Algorithm -- Index.

In the fifth edition of this textbook, author Paulo S.R. Diniz presents updated text on the basic concepts of adaptive signal processing and adaptive filtering. He first introduces the main classes of adaptive filtering algorithms in a unified framework, using clear notations that facilitate actual implementation. Algorithms are described in tables, which are detailed enough to allow the reader to verify the covered concepts. Examples address up-to-date problems drawn from actual applications. Several chapters are expanded and a new chapter 'Kalman Filtering' is included. The book provides a concise background on adaptive filtering, including the family of LMS, affine projection, RLS, set-membership algorithms and Kalman filters, as well as nonlinear, sub-band, blind, IIR adaptive filtering, and more. Problems are included at the end of chapters. A MATLAB package is provided so the reader can solve new problems and test algorithms. The book also offers easy access to working algorithms for practicing engineers.

ISBN: 9783030290573

Standard No.: 10.1007/978-3-030-29057-3doiSubjects--Topical Terms:

628887
Adaptive signal processing.

LC Class. No.: TK5102.9 / .D565 2020

Dewey Class. No.: 621.382

Adaptive filtering = algorithms and practical implementation /
LDR:02735nmm a2200349 a 4500 001 2214656
003 DE-He213
005 20200316160956.0
006 m d
007 cr nn 008maaau
008 201118s2020 sz s 0 eng d
020 $a 9783030290573 $q (electronic bk.)
020 $a 9783030290566 $q (paper)
024 7 $a 10.1007/978-3-030-29057-3 $2 doi
035 $a 978-3-030-29057-3
040 $a GP $c GP
041 0 $a eng
050 4 $a TK5102.9 $b .D565 2020
072 7 $a TTBM $2 bicssc
072 7 $a TEC008000 $2 bisacsh
072 7 $a TTBM $2 thema
072 7 $a UYS $2 thema
082 0 4 $a 621.382 $2 23
090 $a TK5102.9 $b .D585 2020
100 1 $a Diniz, Paulo S. R. $3 3445373
245 1 0 $a Adaptive filtering $h [electronic resource] : $b algorithms and practical implementation / $c by Paulo S. R. Diniz.
250 $a Fifth edition.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a xviii, 495 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a Introduction to Adaptive Filtering -- Fundamentals of Adaptive Filtering -- The Least-Mean-Square (LMS) Algorithm -- LMS-Based Algorithms -- LMS-Based Algorithms -- Conventional RLS Adaptive Filter -- Set-Membership Adaptive Filtering -- Adaptive Lattice-Based RLS Algorithms -- Fast Transversal RLS Algorithms -- QR-Decomposition-Based RLS Filters -- Adaptive IIR Filters -- Nonlinear Adaptive Filtering -- Subband Adaptive Filters -- Blind Adaptive Filtering -- Kalman Filtering -- Complex Differentiation -- Quantization Effects in the LMS Algorithm -- Quantization Effects in the RLS Algorithm -- Analysis of Set-Membership Affine Projection Algorithm -- Index.
520 $a In the fifth edition of this textbook, author Paulo S.R. Diniz presents updated text on the basic concepts of adaptive signal processing and adaptive filtering. He first introduces the main classes of adaptive filtering algorithms in a unified framework, using clear notations that facilitate actual implementation. Algorithms are described in tables, which are detailed enough to allow the reader to verify the covered concepts. Examples address up-to-date problems drawn from actual applications. Several chapters are expanded and a new chapter 'Kalman Filtering' is included. The book provides a concise background on adaptive filtering, including the family of LMS, affine projection, RLS, set-membership algorithms and Kalman filters, as well as nonlinear, sub-band, blind, IIR adaptive filtering, and more. Problems are included at the end of chapters. A MATLAB package is provided so the reader can solve new problems and test algorithms. The book also offers easy access to working algorithms for practicing engineers.
650 0 $a Adaptive signal processing. $3 628887
650 0 $a Adaptive filters. $3 664409
650 0 $a Signal processing $x Digital techniques. $3 624853
650 1 4 $a Signal, Image and Speech Processing. $3 891073
650 2 4 $a Circuits and Systems. $3 896527
650 2 4 $a Communications Engineering, Networks. $3 891094
650 2 4 $a Control and Systems Theory. $3 3381515
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
856 4 0 $u https://doi.org/10.1007/978-3-030-29057-3
950 $a Engineering (Springer-11647)