IImpact of Bio-Inspired Algorithms on Modern
Communication System
Abstract
A comprehensive research has been carried out in the arena of computation intelligent techniques since early nineteenth century. Researchers have used these algorithms successfully to enhance the performance of the contemporary communication systems. Various existing linear programming approaches neither can minimize the inherent intricacies in real world engineering difficulties nor can provide stable optimum values for multi-optima based rough surfaces.
On the other hand error control coding scheme helps to elevate the immunity of noisy communication channel. Proper unification between mathematical modelling and efficient algorithms and more importantly the implementation of this idea in practical systems meets the demand of efficient and reliable data transmission. Turbo Code (TC) is considered as one of the significant channel coding scheme which approaches the Shannon limit. Existing turbo codes offer a considerable degree of improvement in Bit Error Rate (BER) performance either in waterfall or error-floor or in both regions. However, most of the forward correcting codes suffer from the problem of flattening effect. Hence designing of more efficient TCs like Four Dimensional Turbo Code (4D-TC) has been emerged as an important area of research over last few decades.
Now, design of robust nature-inspired meta-heuristic algorithm like Modified Ant Lion Optimizer (MALO) algorithm and its application in modern communication system has been emerged as important area of research. Its ensemble analysis has drawn a significant attention due to its astonishing BER performances over the entire SNR region which is the most essential factor for modern communication systems.
Short Biography
Dr. Subhabrata Banerjee is a Professor in the department of Electronics and Communication Engineering, Institute of Engineering and Management, Kolkata, India. He was awarded National Scholarship by WBED, West Bengal Government. He received his M.Tech. and PhD degrees in Electronics and Telecommunication Engineering from renowned Jadavpur University, Kolkata, India. He initially worked as Programmer Analysist in Cognizant Technology Solution and then was working as Assistant Professor in the Department of Electronics and Communication Engineering at Future Institute of Engineering and Management, Kolkata, India and as Associate Professor in the same institution thereafter. He is now working as Professor in Institute of Engineering and Management, Kolkata, India since 2021. He was authored numerous articles published in prestigious journals including Wireless Personal Communication (Springer), Personal and Ubiquitous Computing (Springer), International Journal of Communication Systems (Wiley) and Institution of Engineering and Technology (IET, UK). He has published more than 30 papers in International Conferences and International Journals of repute. He also published book chapter under IET, UK publication. His current research interests include Communication and Coding Theory, Machine Learning, Robotics, IOT, Control System, and Evolutionary Algorithms, Soft Computation.
