| Description |
1 online resource (xxiii, 417 pages : illustrations (chiefly color)) |
| Series |
Algorithms for intelligent systems, 2524-7565 |
|
Algorithms for intelligent systems. 2524-7565
|
| Contents |
Part I. Intelligent Communication Systems -- Spectral Efficiency Analysis of Massive MIMO Systems -- Deep Learning-Enabled Interference Management in LTE-D2D Communication -- Traffic Violations Prediction System on the Basis of Human Behaviour -- Recent Developments and Challenges in Intelligent Transportation Systems (ITS)-A Survey -- A Modified YOLO Model for On-Road Vehicle Detection in Varying Weather Conditions -- Different Techniques Used in Smart Traffic Light Management System Using CCTV -- A Novel Rule-Based Expert System for Penalty Prediction for Two-Wheeler's Traffic Rules Violation in India -- Hybrid Material-Based Dual-Band Yagi-Uda Antenna with Enhanced Gain for the Ku-Band Applications -- Broadband Electromagnetic Performance Analysis of Radome Structures Realized Using Hybrid Equilibrium Optimization Strategy -- Design, Optimization, and Critical Analysis of Metamaterial Superstrate-Coupled High-Gain Microstrip Patch Antenna -- Cheating-Tolerant and Threshold-Based Secure Information Exchange Among Propinquity of Adversaries -- Physical Layer Security-Based Relay Selection for Wireless Cooperative Networks: A Reinforcement Learning Approach -- A Review of Security Threats in Software-Defined Networking -- Hardware-Based Analysis of PCG Signal for Heart Conditions -- Elliptic Curve Cryptography: A Software Implementation -- When Distributed Ledger Technology Meets Traditional Payment Systems-Benefits and Challenges -- Wireless Lighting System for Rural Households in India -- A Study of OpenStack Networking and Auto-Scaling Using Heat Orchestration Template -- Part II. Intelligent Algorithms: Recent Developments -- Recent Development, Challenges and Futuristic Trends in Cloud Computing-A Survey -- A Comparative Approach for Email Spam Detection Using Deep Learning -- Sentiment Analysis Algorithms: Classifiers and Their Comparison -- Email Sentiment Classification Using Lexicon-Based Opinion Labeling -- Real-Time Facial Emotion Recognition Using Deep Learning -- Clustering of Single-Cell Transcriptome Data Based on Evolutionary Algorithm in Assimilation with Fuzzy C-Means -- Waste Segregation to Ease Recyclability -- (Plus 17 other papers) |
| Summary |
This book discusses a number of intelligent algorithms which are being developed and explored for the next-generation communication systems. These include algorithms enabled with artificial intelligence, machine learning, artificial neural networks, reinforcement learning, fuzzy logic, swarm intelligence and cognitive capabilities. The book provides a comprehensive and insightful understanding of these algorithms, in context with their applications developed recently and also for immediate future communication technologies. It also covers the topics on how to develop intelligent algorithms for computing functionality in the end-to-end networking platforms. Moreover, the book also covers the recent developments, open technological challenges and future directions in the areas of data analysis, applications of the game theory, autonomous entities, evolutionary computation, smart ubiquitous computing and intelligent architectures with major focus on communication technologies and computing platforms |
| Notes |
"The book embodies an edited volume of the Proceedings of the International Conference on Cutting-Edge Technologies in Computing and Communication Engineering (IC4E-2020) organized at National Institute of Technology, Kurukshetra, during 6-7 November, 2020"--Preface |
|
Online resource; title from PDF title page (SpringerLink, viewed July 22, 2021) |
| Subject |
Telecommunication systems -- Technological innovations -- Congresses
|
|
Intelligent agents (Computer software) -- Congresses
|
|
Intelligent agents (Computer software)
|
|
Telecommunication systems -- Technological innovations
|
|
Sistemes de telecomunicació.
|
|
Agents intel·ligents (Programes d'ordinador)
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
|
Congressos.
|
|
Llibres electrònics.
|
| Form |
Electronic book
|
| Author |
Coello Coello, Carlos A., editor.
|
|
Singh, Brahmjit, editor
|
|
Jindal, Poonam, editor
|
|
Verma, Pankaj, editor
|
|
International Conference on Cutting-Edge Technologies in Computing and Communication Engineering (2020 : Online)
|
| ISBN |
9789811612954 |
|
9811612951 |
|
