Open access peer-reviewed Edited Volume

Adaptive Filtering - Recent Advances and Practical Implementation

Wenping Cao

Aston University


Qian Zhang

Anhui University


Robust Adaptive Filtering Maximum Correntropy Criterion Adaptive Filtering Algorithms Kernel Methods Nonlinear Adaptive Filters Affine Projection Algorithms Kalman Filter Covariance Matching State Estimation Parameter Identification Adaptive Noise Canceller Equation-Error

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About the book

Adaptive filters are digital filters designed to change their coefficients as per a control objective in order to converge to an optimized state. They play an important role in industrial applications with functions such as adaptive control, noise cancellation, echo cancellation, channel equalization, image restoration, as well as seismic system identification.

This book will be a collection of selected research articles to capture the state-of-the-art technologies in advanced control, artificial intelligence and big data applied to adaptive filtering. It will start with the fundamentals and developments of adaptive system identification, adaptive noise cancellation, adaptive linear prediction, and adaptive inverse system, followed by specific topics on state estimation, parameter identification, and adaptive noise control.

All book chapters will be written by researchers who are active in the research and development of the field. This book is targeted primarily at graduate students, academics and industrial practitioners who want to be exposed to a wide variety of adaptive filtering and updated with latest technologies.

Publishing process

Book initiated and editor appointed

Date completed: June 10th 2020

Applications to edit the book are assessed and a suitable editor is selected, at which point the process begins.

Chapter proposals submitted and reviewed

Deadline Extended: Open for Submissions

Potential authors submit chapter proposals ready for review by the academic editor and our publishing review team.

Approved chapters written in full and submitted

Deadline for full chapters: August 30th 2020

Once approved by the academic editor and publishing review team, chapters are written and submitted according to pre-agreed parameters

Full chapters peer reviewed

Review results due: November 18th 2020

Full chapter manuscripts are screened for plagiarism and undergo a Main Editor Peer Review. Results are sent to authors within 30 days of submission, with suggestions for rounds of revisions.

Book compiled, published and promoted

Expected publication date: January 17th 2021

All chapters are copy-checked and typesetted before being published. IntechOpen regularly submits its books to major databases for evaluation and coverage, including the Clarivate Analytics Book Citation Index in the Web of ScienceTM Core Collection. Other discipline-specific databases are also targeted, such as Web of Science's BIOSIS Previews.

About the editor

Wenping Cao

Aston University

Dr. Wen-Ping Cao received the B.Eng degree in electrical engineering from Beijing Jiaotong University, Beijing, China, in 1991, and the Ph.D. degree in electrical machines and drives from the University of Nottingham, Nottingham, UK, in 2004. He is currently a Chair Professor of Electrical Power Engineering with Aston University, Birmingham, UK, and also a Marie Curie Fellow with Massachusetts Institute of Technology, Cambridge, MA, USA. His research interests include fault analysis and condition monitoring of electric machines and power electronics for renewable energy.

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Book chapters authored 4

Books edited 2

Introducing your Author Service Manager

Ms. Dolores Kuzelj

As an Author Service Manager my responsibilities include monitoring and facilitating all publishing activities for authors and editors. From chapter submission and review, to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing, or reviewing. I assist authors in the preparation of their full chapter submissions and track important deadlines and ensure they are met. I help to coordinate internal processes such as linguistic review, and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. Whether that be identifying an exceptional author and proposing an editorship collaboration, or contacting researchers who would like the opportunity to work with IntechOpen, I establish and help manage author and editor acquisition and contact.

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