登入
選單
返回
Google圖書搜尋
Complex Valued Nonlinear Adaptive Filters
Danilo P. Mandic
Vanessa Su Lee Goh
其他書名
Noncircularity, Widely Linear and Neural Models
出版
John Wiley & Sons
, 2009-04-20
主題
Science / Waves & Wave Mechanics
Technology & Engineering / Electronics / General
Technology & Engineering / Electrical
ISBN
0470742631
9780470742631
URL
http://books.google.com.hk/books?id=MaW8MaIkztUC&hl=&source=gbs_api
EBook
SAMPLE
註釋
This book was written in response to the growing demand for a text that provides a unified treatment of linear and nonlinear complex valued adaptive filters, and methods for the processing of general complex signals (circular and noncircular). It brings together adaptive filtering algorithms for feedforward (transversal) and feedback architectures and the recent developments in the statistics of complex variable, under the powerful frameworks of CR (Wirtinger) calculus and augmented complex statistics. This offers a number of theoretical performance gains, which is illustrated on both stochastic gradient algorithms, such as the augmented complex least mean square (ACLMS), and those based on Kalman filters. This work is supported by a number of simulations using synthetic and real world data, including the noncircular and intermittent radar and wind signals.