國立高雄大學圖資館 |

登入

回首頁

Principle and application of blind source separation technology

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Principle and application of blind source separation technologyby Weihong Fu.
作者:	Fu, Weihong.
出版者:	Singapore :Springer Nature Singapore :2025.
面頁冊數:	xvii, 371 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Blind source separation.
電子資源:	https://doi.org/10.1007/978-981-96-0022-9
ISBN:	9789819600229$q(electronic bk.)

Principle and application of blind source separation technology
Fu, Weihong.

Principle and application of blind source separation technology[electronic resource] /by Weihong Fu. - Singapore :Springer Nature Singapore :2025. - xvii, 371 p. :ill. (some col.), digital ;24 cm.

Proposal and application of blind source separation problem -- Mathematical model and separability condition of blind source separation -- Blind source separation theory basis -- preprocessing technology of blind source separation -- Gradient based overdetermined determined blind source separation algorithm -- Fast ica algorithm for overdetermined determined blind source separation -- Overdetermined determined blind separation algorithm based on joint diagonalization -- Blind source separation technique of overdetermined convolutional mixed -- Estimation of sufficiently sparse underdetermined mixed matrix -- Estimation of insufficiently sparse underdetermined mixed matrix -- source signal recovery algorithm based on compression reconstruction -- Other algorithms for source signal recovery -- The application of bss in communication signal processing -- Measurement experiment for bss of communication signal.

This book focuses on the principle of blind source separation (BSS) technology and its application in communication signal processing. This book first introduces the basic knowledge of BSS technology, and then introduces the whitening pre-processing algorithm of BSS and the source signal number estimation technology. The principles and implementation steps of various BSS algorithms are introduced in detail, and the simulation results of various algorithms are given. The application examples and experimental results of BSS technology in communication signal processing are given. The detailed derivation and simulation results of BSS algorithm principles are the features of this book, which is especially suitable for readers who are interested in learning BSS technology. The book can benefit researchers, engineers and graduate students in the fields of communications engineering and signal processing.

ISBN: 9789819600229$q(electronic bk.)

Standard No.: 10.1007/978-981-96-0022-9doiSubjects--Topical Terms:

340034
Blind source separation.

LC Class. No.: TK5102.9

Dewey Class. No.: 621.3822

Principle and application of blind source separation technology
LDR:02846nmm a2200325 a 4500 001 680198
003 DE-He213
005 20250201115252.0
006 m d
007 cr nn 008maaau
008 251110s2025 si s 0 eng d
020 $a 9789819600229$q(electronic bk.)
020 $a 9789819600212$q(paper)
024 7 $a 10.1007/978-981-96-0022-9 $2 doi
035 $a 978-981-96-0022-9
040 $a GP $c GP
041 1 $a eng $h chi
050 4 $a TK5102.9
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 621.3822 $2 23
090 $a TK5102.9 $b .F949 2025
100 1 $a Fu, Weihong. $3 993016
245 1 0 $a Principle and application of blind source separation technology $h [electronic resource] / $c by Weihong Fu.
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2025.
300 $a xvii, 371 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a Proposal and application of blind source separation problem -- Mathematical model and separability condition of blind source separation -- Blind source separation theory basis -- preprocessing technology of blind source separation -- Gradient based overdetermined determined blind source separation algorithm -- Fast ica algorithm for overdetermined determined blind source separation -- Overdetermined determined blind separation algorithm based on joint diagonalization -- Blind source separation technique of overdetermined convolutional mixed -- Estimation of sufficiently sparse underdetermined mixed matrix -- Estimation of insufficiently sparse underdetermined mixed matrix -- source signal recovery algorithm based on compression reconstruction -- Other algorithms for source signal recovery -- The application of bss in communication signal processing -- Measurement experiment for bss of communication signal.
520 $a This book focuses on the principle of blind source separation (BSS) technology and its application in communication signal processing. This book first introduces the basic knowledge of BSS technology, and then introduces the whitening pre-processing algorithm of BSS and the source signal number estimation technology. The principles and implementation steps of various BSS algorithms are introduced in detail, and the simulation results of various algorithms are given. The application examples and experimental results of BSS technology in communication signal processing are given. The detailed derivation and simulation results of BSS algorithm principles are the features of this book, which is especially suitable for readers who are interested in learning BSS technology. The book can benefit researchers, engineers and graduate students in the fields of communications engineering and signal processing.
650 0 $a Blind source separation. $3 340034
650 1 4 $a Computational Intelligence. $3 338479
650 2 4 $a Digital and Analog Signal Processing. $3 913395
650 2 4 $a Communications Engineering, Networks. $3 273745
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-981-96-0022-9
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)