This comprehensive reference text discusses concepts of intelligence communication and automation system in a single volume. The text discusses the role of artificial intelligence in communication engineering, the role of machine learning in communication systems, and applications of image and video processing in communication. It covers important topics including smart sensing systems, intelligent hardware design, low power system design using AI techniques, intelligent signal processing for biomedical applications, intelligent robotic systems, and network security applications. The text will be useful for senior undergraduate and graduate students in different areas including electrical engineering, and electronics and communications engineering.
| Preface |
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ix | |
| Editors |
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xi | |
| Contributors |
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xiii | |
| Introduction |
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xvii | |
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Chapter 1 Role of Machine Learning in Communication Networks |
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1 | (10) |
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Chapter 2 Evolutionary Optimization Approach for Network Lifetime in Wireless Sensor Networks |
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11 | (18) |
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Chapter 3 Characterization of Reverberation Chamber |
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29 | (18) |
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Chapter 4 Intelligent Intrusion Detection System |
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47 | (18) |
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Chapter 5 A Morphological Filtering-Based Image-Enhancement Method for Citrus Plant Diseases |
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65 | (20) |
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Chapter 6 MOSFET-Based Low-Power Hardware Design for Autonomous Applications |
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85 | (14) |
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Chapter 7 Performance Analysis on Low-Power, Low-Offset, High-Speed Comparator for High-Speed ADC: A Review |
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99 | (14) |
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Chapter 8 Historical Review of DRA to MIMO-DRA: Designs and Advances |
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113 | (18) |
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Chapter 9 Frequency Synthesizers and Their Applications in Signal Processing |
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131 | (8) |
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Chapter 10 Design of Ultra-Low Power OTA Based on Subthreshold Operation with High Gain, Large Transconductance and Small Area |
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139 | (10) |
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Chapter 11 Artificial Intelligence for Precision Medicine |
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149 | (8) |
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Chapter 12 Review on Pupil Segmentation Using CNN-Region of Interest |
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157 | (12) |
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Chapter 13 An Ensemble Classification-Based Model for Automatic Lung Cancer Detection Using CT Images |
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169 | (16) |
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Chapter 14 A Revisit on the Progress of Intelligent Robotic Systems (IRS) over the Past Three Decades |
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185 | (14) |
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Chapter 15 Intelligent Robotic Systems |
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199 | (22) |
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Chapter 16 Model Order Reduction of Some Critical Systems Using an Intelligent Computing Technique |
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221 | (18) |
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Chapter 17 Advanced Agricultural-Based IoT Technology |
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239 | (16) |
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Chapter 18 Machine Learning for Solving a Plethora of Internet of Things Problems |
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255 | (20) |
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Chapter 19 The Fusion of Blockchain and IoT Technologies with Industry 4.0 |
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275 | (16) |
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Chapter 20 Decentralized Blockchain Technology for Security Enhancement of Internet of Things |
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291 | (14) |
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Chapter 21 Identification of Background Factors Associated with Prevalence of Common Mental Disorders among Adolescent Students |
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305 | (10) |
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Chapter 22 A Cloud-Based Secured IoT Framework for Log Management |
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315 | (16) |
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Chapter 23 Empirical Sentiment Analysis of Social Pages |
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331 | (12) |
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| Index |
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Kamal Kumar Sharma is currently working as a professor and head of the department in the wireless communication department, Lovely Professional University. He has 18 years of teaching and research experience and has completed his Ph. D in the field of wireless communication and sensor networks in 2012 from IKG Punjab Technical University, Punjab. He has published more than 150 research papers in reputed journals and conference proceedings. He organized numerous workshops, faculty development programs, national and international conferences. He has chaired many technical sessions in various reputed conferences. He has reviewed many research papers and book chapters of reputed publication houses. He has presented keynote addresses in many conferences in India and abroad. Recently, 2019, he is awarded a young leadership award from IEEE UK and Ireland chapter in London, UK. He has authored the textbook Elements of Electrical and Electronics engineering. His edited book titled LoRA and IoT Networks for Applications in Industry 4.0 is in the publication phase by Nova science publishers. Dr. Sharma has published six patents and copyrights and he is a fellow of IETE. He is the editor of Essential for PC technician by John W Farber of Firewall media Publisher.
Akhil Gupta is presently working as an assistant professor, school of electronics and electrical engineering, Lovely Professional University, Punjab, India. He has published more than 50 research papers, including IEEE Transactions, IEEE Journal, and also International Conference papers. He is currently involved in research work on massive MIMO and millimeter-wave communication. He is also working on the security issues of next-generation networks of wireless communication. His research interests include the emerging technologies of the 5G wireless communication network. He is also an author of the most popular paper in IEEE Xplore and an active reviewer of many IEEE, Springer, Elsevier, and Wiley Journals. Dr. Gupta received the Teaching Assistantship at the Ministry of Human Resource Development from 2011 to 2013. He is a member of the IEEE, International Association of Engineers and the Universal Association of Computer and Electronics Engineers, and more than 1400 Citations in his credit.
Bandana Sharma is currently working as an assistant professor, Haryana Engineering College, India. She completed her Ph.D. degree in computer vision and artificial intelligence from Uttarakhand Technical University, Dehradun in 2015. She has published research papers and book chapters in springer/ UGC listed National/International Journals/Books/conference proceedings.
Suman Lata Tripathi has completed her Ph.D. in the area of microelectronics and VLSI from MNNIT, Allahabad. She did her M.Tech in Electronics Engineering from UP Technical University, Lucknow, and B.Tech in Electrical Engineering from Purvanchal University, Jaunpur. She is associated with Lovely Professional University as a Professor with more than seventeen years of experience in academics. She has published more than 45 research papers in refereed journals and conferences. She has organized some workshops, summer internships, and expert lectures for students. She has worked as a session chair, conference steering committee member, editorial board member, and reviewer in international/national IEEE Journal and conferences. She has been nominated for the Research Excellence Award in 2019 at Lovely professional university. She had received the best paper at IEEE ICICS-2018. She has published an edited book titled Recent advancement in Electronic Device, Circuit and Materials by Nova science publishers. Her edited books, Advanced VLSI Design and Testability Issues and Electronic Devices and Circuit Design Challenges for IoT application are in production with CRC Taylor & Francis and Apple Academic Press. She is also associated as a book series editor in the area of green energy technology with Scrivener Publisher, Wiley. Her area of expertise includes microelectronics device modeling and characterization, low power VLSI circuit design, VLSI design of testing, and advance FET design for IoT, Embedded System Design and biomedical applications, etc.
