Computational Intelligence and Biomedical Signal Processing: An Interdisciplinary, Easy and Practical Approach

ISBN-13: 9783030670979 / Angielski / Miękka / 2021 / 152 str.

Mitul Kumar Ahirwal; Anil Kumar; Girish Kumar Singh

Spis treści

Introduction.- Swarm Intelligence.- Classification and Pattern Recognition.- Biomedical Signal Processing.- Multirate Signal Processing and Feature extraction.- Basics of MatLab and Small Projects.- Conclusion.

O autorze

Dr. Mitul Kumar Ahirwal received his B.E. in Computer Science & Engineering from SATI, Vidisha, (M.P) (Affiliated to RGPV, Bhopal, India) in 2009 and completed his M. Tech in Computer Technology from National Institute of Technology, Raipur, India in 2011. He completed his Ph.D. from Computer Science and Engineering Department, PDPM IIITDM, Jabalpur, India. Presently, he is Assistant Professor in the Department of Computer Science and Engineering at, Maulana Azad National Institute of Technology Bhopal, India. He has several national and International publications in his credit. He is also working on several research projects funded by different agencies. His research area is Biomedical Signal Processing, Swarm Optimization, Brain Computer Interface and Healthcare System. He is associated as a reviewer with various reputed journals

 

Dr. Anil Kumar has received the B.E. from Army Institute of Technology (AIT) Pune, Pune University in Electronic & Telecommunication Engineering and M. Tech and Ph.D. Degrees from Indian Institute of Technology Roorkee, India in 2002, 2006 and 2010, respectively. After doctoral work, he has joined as an Assistant Professor in Electronic & Communication Engineering Department, Indian Institute of Information Technology Design and Manufacturing, Jabalpur, India in 2009. His academic and research interest is design of Digital Filters & Multirate Filter Bank, Multirate Signal Processing, Biomedical Signal Processing, Image Processing, and Speech Processing. He has published more than 150 research articles in the above areas in various Journals and Conferences etc.

Dr. Girish Kumar Singh received B.Tech. degree from G. B. Pant University of Agriculture and Technology, Pantnagar, India, in 1981, and Ph.D. degree from Banaras Hindu University, Varanasi, India, in 1991, both in Electrical Engineering. He worked in industry for nearly five and a half years. Currently, he is Professor in Department of Electrical Engineering, IIT Roorkee, India. He is Associate Editor in IET Renewable Power Generation Journal. He has also served as Visiting Associate Professor, Pohang University of Science and Technology, Pohang, South Korea, Visiting Professor, Middle East Technical University, Ankara, Turkey and Visiting Professor, University of Malaya, Kuala Lumpur, Malaysia. His academic and research interest is design and analysis of electrical machines, biomedical signal processing, and renewable energy and power quality. He has coordinated a number of research projects sponsored by the CSIR and UGC, Government of India. Prof. Singh received the Pt. Madan Mohan Malaviya Memorial Medal and the Certificate of Merit Award 2001–2002 of The Institution of Engineers (India). Dr. Singh secured number one position in India, with world ranking 250 (Top 0.15%) in subject area ‘Networking and Telecommunications’, as per the independent study done and published by Stanford University,USA, in 2020.

Blurb

This book presents an interdisciplinary paradigms of computational intelligence techniques and biomedical signal processing. The computational intelligence techniques outlined in the book will help to develop various ways to enhance and utilize signal processing algorithms in the field of biomedical signal processing. In this book, authors have discussed research, discoveries and innovations in computational intelligence, signal processing, and biomedical engineering that will be beneficial to engineers working in the field of health care systems. The book provides fundamental and initial level theory and implementation tools, so that readers can quickly start their research in these interdisciplinary domains.

• Provides an introduction to computational intelligence and biomedical signals, including swarm intelligence, soft computing methods, and classification techniques,
  
• Presents the fundamental signal processing and classification approach,
  
• Includes implementation of techniques with examples, general programming codes and MatLab scripts.