Automatic Modulation Classification

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Automatic Modulation Classification

Author : Zhechen Zhu
Publisher : John Wiley & Sons
ISBN 13 : 1118906519
Total Pages : 204 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Automatic Modulation Classification by : Zhechen Zhu

Download or read book Automatic Modulation Classification written by Zhechen Zhu and published by John Wiley & Sons. This book was released on 2014-12-15 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automatic Modulation Classification (AMC) has been a key technology in many military, security, and civilian telecommunication applications for decades. In military and security applications, modulation often serves as another level of encryption; in modern civilian applications, multiple modulation types can be employed by a signal transmitter to control the data rate and link reliability. This book offers comprehensive documentation of AMC models, algorithms and implementations for successful modulation recognition. It provides an invaluable theoretical and numerical comparison of AMC algorithms, as well as guidance on state-of-the-art classification designs with specific military and civilian applications in mind. Key Features: Provides an important collection of AMC algorithms in five major categories, from likelihood-based classifiers and distribution-test-based classifiers to feature-based classifiers, machine learning assisted classifiers and blind modulation classifiers Lists detailed implementation for each algorithm based on a unified theoretical background and a comprehensive theoretical and numerical performance comparison Gives clear guidance for the design of specific automatic modulation classifiers for different practical applications in both civilian and military communication systems Includes a MATLAB toolbox on a companion website offering the implementation of a selection of methods discussed in the book

Automatic Modulation Recognition of Communication Signals

Author : Elsayed Azzouz
Publisher : Springer Science & Business Media
ISBN 13 : 1475724691
Total Pages : 233 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Automatic Modulation Recognition of Communication Signals by : Elsayed Azzouz

Download or read book Automatic Modulation Recognition of Communication Signals written by Elsayed Azzouz and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automatic modulation recognition is a rapidly evolving area of signal analysis. In recent years, interest from the academic and military research institutes has focused around the research and development of modulation recognition algorithms. Any communication intelligence (COMINT) system comprises three main blocks: receiver front-end, modulation recogniser and output stage. Considerable work has been done in the area of receiver front-ends. The work at the output stage is concerned with information extraction, recording and exploitation and begins with signal demodulation, that requires accurate knowledge about the signal modulation type. There are, however, two main reasons for knowing the current modulation type of a signal; to preserve the signal information content and to decide upon the suitable counter action, such as jamming. Automatic Modulation Recognition of Communications Signals describes in depth this modulation recognition process. Drawing on several years of research, the authors provide a critical review of automatic modulation recognition. This includes techniques for recognising digitally modulated signals. The book also gives comprehensive treatment of using artificial neural networks for recognising modulation types. Automatic Modulation Recognition of Communications Signals is the first comprehensive book on automatic modulation recognition. It is essential reading for researchers and practising engineers in the field. It is also a valuable text for an advanced course on the subject.

2021 55th Annual Conference on Information Sciences and Systems (CISS)

Author : IEEE Staff
Publisher :
ISBN 13 : 9781665448444
Total Pages : pages
Book Rating : 4.4/5 (484 download)

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Book Synopsis 2021 55th Annual Conference on Information Sciences and Systems (CISS) by : IEEE Staff

Download or read book 2021 55th Annual Conference on Information Sciences and Systems (CISS) written by IEEE Staff and published by . This book was released on 2021-03-24 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The scope of the conference is broad Research in a wide variety of disciplines relating to the use and science of information is of interest

Mobile Multimedia Communications

Author : Jinbo Xiong
Publisher : Springer Nature
ISBN 13 : 3030898148
Total Pages : 899 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Mobile Multimedia Communications by : Jinbo Xiong

Download or read book Mobile Multimedia Communications written by Jinbo Xiong and published by Springer Nature. This book was released on 2021-11-02 with total page 899 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 14th International Conference on Mobile Multimedia Communications, Mobimedia 2021, held in July 2021. Due to COVID-19 pandemic the conference was held virtually. The 66 revised full papers presented were carefully selected from 166 submissions. The papers are organized in topical sections as follows: Internet of Things and Wireless Communications Communication; Strategy Optimization and Task Scheduling Oral Presentations; Privacy Computing Technology; Cyberspace Security and Access control; Neural Networks and Feature Learning Task Classification and Prediction; Object Recognition and Detection.

Machine Learning for Future Wireless Communications

Author : Fa-Long Luo
Publisher : John Wiley & Sons
ISBN 13 : 1119562252
Total Pages : 490 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Machine Learning for Future Wireless Communications by : Fa-Long Luo

Download or read book Machine Learning for Future Wireless Communications written by Fa-Long Luo and published by John Wiley & Sons. This book was released on 2020-02-10 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive review to the theory, application and research of machine learning for future wireless communications In one single volume, Machine Learning for Future Wireless Communications provides a comprehensive and highly accessible treatment to the theory, applications and current research developments to the technology aspects related to machine learning for wireless communications and networks. The technology development of machine learning for wireless communications has grown explosively and is one of the biggest trends in related academic, research and industry communities. Deep neural networks-based machine learning technology is a promising tool to attack the big challenge in wireless communications and networks imposed by the increasing demands in terms of capacity, coverage, latency, efficiency flexibility, compatibility, quality of experience and silicon convergence. The author – a noted expert on the topic – covers a wide range of topics including system architecture and optimization, physical-layer and cross-layer processing, air interface and protocol design, beamforming and antenna configuration, network coding and slicing, cell acquisition and handover, scheduling and rate adaption, radio access control, smart proactive caching and adaptive resource allocations. Uniquely organized into three categories: Spectrum Intelligence, Transmission Intelligence and Network Intelligence, this important resource: Offers a comprehensive review of the theory, applications and current developments of machine learning for wireless communications and networks Covers a range of topics from architecture and optimization to adaptive resource allocations Reviews state-of-the-art machine learning based solutions for network coverage Includes an overview of the applications of machine learning algorithms in future wireless networks Explores flexible backhaul and front-haul, cross-layer optimization and coding, full-duplex radio, digital front-end (DFE) and radio-frequency (RF) processing Written for professional engineers, researchers, scientists, manufacturers, network operators, software developers and graduate students, Machine Learning for Future Wireless Communications presents in 21 chapters a comprehensive review of the topic authored by an expert in the field.

Automatic Modulation Classification

Author : Zhechen Zhu
Publisher : John Wiley & Sons
ISBN 13 : 1118906497
Total Pages : 204 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Automatic Modulation Classification by : Zhechen Zhu

Download or read book Automatic Modulation Classification written by Zhechen Zhu and published by John Wiley & Sons. This book was released on 2015-02-16 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Automatic Modulation Classification (AMC) has been a key technology in many military, security, and civilian telecommunication applications for decades. In military and security applications, modulation often serves as another level of encryption; in modern civilian applications, multiple modulation types can be employed by a signal transmitter to control the data rate and link reliability. This book offers comprehensive documentation of AMC models, algorithms and implementations for successful modulation recognition. It provides an invaluable theoretical and numerical comparison of AMC algorithms, as well as guidance on state-of-the-art classification designs with specific military and civilian applications in mind. Key Features: Provides an important collection of AMC algorithms in five major categories, from likelihood-based classifiers and distribution-test-based classifiers to feature-based classifiers, machine learning assisted classifiers and blind modulation classifiers Lists detailed implementation for each algorithm based on a unified theoretical background and a comprehensive theoretical and numerical performance comparison Gives clear guidance for the design of specific automatic modulation classifiers for different practical applications in both civilian and military communication systems Includes a MATLAB toolbox on a companion website offering the implementation of a selection of methods discussed in the book

2017 Cognitive Communications for Aerospace Applications Workshop (CCAA)

Author :
Publisher :
ISBN 13 : 9781538639887
Total Pages : pages
Book Rating : 4.6/5 (398 download)

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Book Synopsis 2017 Cognitive Communications for Aerospace Applications Workshop (CCAA) by :

Download or read book 2017 Cognitive Communications for Aerospace Applications Workshop (CCAA) written by and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Information and Communication

Author : Kohei Arai
Publisher : Springer Nature
ISBN 13 : 3030394425
Total Pages : 943 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Advances in Information and Communication by : Kohei Arai

Download or read book Advances in Information and Communication written by Kohei Arai and published by Springer Nature. This book was released on 2020-02-13 with total page 943 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents high-quality research on the concepts and developments in the field of information and communication technologies, and their applications. It features 134 rigorously selected papers (including 10 poster papers) from the Future of Information and Communication Conference 2020 (FICC 2020), held in San Francisco, USA, from March 5 to 6, 2020, addressing state-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of future research. Discussing various aspects of communication, data science, ambient intelligence, networking, computing, security and Internet of Things, the book offers researchers, scientists, industrial engineers and students valuable insights into the current research and next generation information science and communication technologies.

Handbook of Intelligent Computing and Optimization for Sustainable Development

Author : Mukhdeep Singh Manshahia
Publisher : John Wiley & Sons
ISBN 13 : 1119792622
Total Pages : 944 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Handbook of Intelligent Computing and Optimization for Sustainable Development by : Mukhdeep Singh Manshahia

Download or read book Handbook of Intelligent Computing and Optimization for Sustainable Development written by Mukhdeep Singh Manshahia and published by John Wiley & Sons. This book was released on 2022-02-11 with total page 944 pages. Available in PDF, EPUB and Kindle. Book excerpt: HANDBOOK OF INTELLIGENT COMPUTING AND OPTIMIZATION FOR SUSTAINABLE DEVELOPMENT This book provides a comprehensive overview of the latest breakthroughs and recent progress in sustainable intelligent computing technologies, applications, and optimization techniques across various industries. Optimization has received enormous attention along with the rapidly increasing use of communication technology and the development of user-friendly software and artificial intelligence. In almost all human activities, there is a desire to deliver the highest possible results with the least amount of effort. Moreover, optimization is a very well-known area with a vast number of applications, from route finding problems to medical treatment, construction, finance, accounting, engineering, and maintenance schedules in plants. As far as optimization of real-world problems is concerned, understanding the nature of the problem and grouping it in a proper class may help the designer employ proper techniques which can solve the problem efficiently. Many intelligent optimization techniques can find optimal solutions without the use of objective function and are less prone to local conditions. The 41 chapters comprising the Handbook of Intelligent Computing and Optimization for Sustainable Development by subject specialists, represent diverse disciplines such as mathematics and computer science, electrical and electronics engineering, neuroscience and cognitive sciences, medicine, and social sciences, and provide the reader with an integrated understanding of the importance that intelligent computing has in the sustainable development of current societies. It discusses the emerging research exploring the theoretical and practical aspects of successfully implementing new and innovative intelligent techniques in a variety of sectors, including IoT, manufacturing, optimization, and healthcare. Audience It is a pivotal reference source for IT specialists, industry professionals, managers, executives, researchers, scientists, and engineers seeking current research in emerging perspectives in the field of artificial intelligence in the areas of Internet of Things, renewable energy, optimization, and smart cities.

Automatic Modulation Classification

Author : Zhechen Zhu
Publisher :
ISBN 13 : 9781118906507
Total Pages : 163 pages
Book Rating : 4.9/5 (65 download)

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Book Synopsis Automatic Modulation Classification by : Zhechen Zhu

Download or read book Automatic Modulation Classification written by Zhechen Zhu and published by . This book was released on 2014 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt:

2021 IEEE Wireless Communications and Networking Conference Workshops (WCNCW).

Author :
Publisher :
ISBN 13 : 9781728195070
Total Pages : pages
Book Rating : 4.1/5 (95 download)

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Book Synopsis 2021 IEEE Wireless Communications and Networking Conference Workshops (WCNCW). by :

Download or read book 2021 IEEE Wireless Communications and Networking Conference Workshops (WCNCW). written by and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Automatic Speech Recognition

Author : Dong Yu
Publisher : Springer
ISBN 13 : 1447157796
Total Pages : 329 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Automatic Speech Recognition by : Dong Yu

Download or read book Automatic Speech Recognition written by Dong Yu and published by Springer. This book was released on 2014-11-11 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to the rigorous mathematical treatment of the subject, the book also presents insights and theoretical foundation of a series of highly successful deep learning models.

Radar Automatic Target Recognition (ATR) and Non-Cooperative Target Recognition (NCTR)

Author : David Blacknell
Publisher : IET
ISBN 13 : 1849196850
Total Pages : 292 pages
Book Rating : 4.8/5 (491 download)

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Book Synopsis Radar Automatic Target Recognition (ATR) and Non-Cooperative Target Recognition (NCTR) by : David Blacknell

Download or read book Radar Automatic Target Recognition (ATR) and Non-Cooperative Target Recognition (NCTR) written by David Blacknell and published by IET. This book was released on 2013-08-23 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Radar Automatic Target Recognition (ATR) and NonCooperative Target Recognition (NCTR) captures material presented by leading international experts at a NATO lecture series and explores both the fundamentals of classification techniques applied to data from a variety of radar modes and selected advanced techniques at the forefront of research. The ability to detect and locate targets by day or night, over wide areas, regardless of weather conditions has long made radar a key sensor in many military and civil applications. However, the ability to automatically and reliably distinguish different targets represents a difficult challenge, although steady progress has been made over the past couple of decades. This book explores both the fundamentals of classification techniques applied to data from a variety of radar modes and selected advanced techniques at the forefront of research. Topics include: the problem as applied to the ground, air and maritime domains; impact of image quality on the overall target recognition performance; performance of different approaches to the classifier algorithm; improvement in performance to be gained when a target can be viewed from more than one perspective; ways in which natural systems perform target recognition; impact of compressive sensing; advances in change detection, including coherent change detection; and challenges and directions for future research.

2021 IEEE International Conference on Communications Workshops (ICC Workshops)

Author : IEEE Staff
Publisher :
ISBN 13 : 9781728194424
Total Pages : pages
Book Rating : 4.1/5 (944 download)

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Book Synopsis 2021 IEEE International Conference on Communications Workshops (ICC Workshops) by : IEEE Staff

Download or read book 2021 IEEE International Conference on Communications Workshops (ICC Workshops) written by IEEE Staff and published by . This book was released on 2021-06-14 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: IEEE ICC is one of the two flagship IEEE conferences in the field of communications Montreal is to host this conference in 2021 Each annual IEEE ICC conference typically attracts approximately 1,500 2,000 attendees, and will present over 1,000 research works over its duration As well as being an opportunity to share pioneering research ideas and developments, the conference is also an excellent networking and publicity event, giving the opportunity for businesses and clients to link together, and presenting the scope for companies to publicize themselves and their products among the leaders of communications industries from all over the world

Knowledge Management

Author : Suliman Hawamdeh
Publisher : World Scientific Publishing Company Incorporated
ISBN 13 : 9789812565563
Total Pages : 706 pages
Book Rating : 4.5/5 (655 download)

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Book Synopsis Knowledge Management by : Suliman Hawamdeh

Download or read book Knowledge Management written by Suliman Hawamdeh and published by World Scientific Publishing Company Incorporated. This book was released on 2005 with total page 706 pages. Available in PDF, EPUB and Kindle. Book excerpt: Closing the circle : employing a new method of internet resources classification, cataloging and naming for managing the first Russian social knowledge network / Dmitry Peskov, Vitaly Kabernik and Andrei Mikheyev. Developing a human behavioral model for collaborative e-service system designs / Michael S. Nilan, Chingning Wang and Jack Powers. Exploring knowledge management and knowledge transfer in a non-profit human service organization / Kim Stauss and Chan M. Hellman. IC creation mechanism based on epistemological and ontological perspectives / Li Ping and Liu Xisong. The usefulness of weblog genre analysis in ICT-driven knowledge management practice : a social construction of technology perspective / Ji-Hong Park. Practical approach to KM implementation : industrial case of Slovenian company Gorenje D.D. / Peter Baloh, Alesa Sasa Sitar and Vasilije Vasic. Data mining : an overview of the concept & benefits - a primer / Leila A. Halawi, Jay E. Aronson and Richard V. McCarthy. Some conceptual modeling issues in FRBR / Allen Renear and Yunseon Choi. An exploratory study of the information culture of city government support staff in relation to managerial decision-making / Patricia F. Katopol. Product knowledge reasoning : a DL-based approach / Nizamuddin Channa, Shanping Li and Xiangjun Fu. Understanding foreign markets through cooperative agreements : a multi-level strategic, intellectual, and social capital perspective / Francis J. Barciak III, Michael Harington and Alia Bashir. The structure of impact factor of academic journals in the field of education and educational psychology : citations coming from articles published by their editorial board members / Juan Miguel Campanario, Lidia Gonzalez and Cristina Rodriguez. Effects of personal factors on knowledge sharing among informaion systems team members / Jafar Ali and Bassam Hasan. Intellectual capital reports in higher education and research / Richard Pircher and Hanna Risku

2021 International Conference on Information and Communication Technology Convergence (ICTC)

Author : IEEE Staff
Publisher :
ISBN 13 : 9781665423847
Total Pages : pages
Book Rating : 4.4/5 (238 download)

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Book Synopsis 2021 International Conference on Information and Communication Technology Convergence (ICTC) by : IEEE Staff

Download or read book 2021 International Conference on Information and Communication Technology Convergence (ICTC) written by IEEE Staff and published by . This book was released on 2021-10-20 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: There have been a lot of trials to apply information and communication technology (ICT) to other industrial sectors such as green convergence, smart screen & appliances, next generation broadcasting & media, mobile convergence networks, and other ICT convergence applications and services, all under the name of ICT convergence ICTC is a unique global premier event for researchers, industry professionals, and academics, which aims at interacting with and disseminating information on the latest developments in the emerging industrial convergence centered around information and communication technologies More specifically, it will address challenges with realizing ICT convergence over the various industrial sectors, including the infrastructures and applications in wireless & mobile communication, smart devices & consumer appliances, mobile cloud computing, green communication, healthcare and bioinformatics, Internet of Things (IoT), M2M, Security, and intelligent transportation

IEEE INFOCOM 2021 IEEE Conference on Computer Communications

Author : IEEE Staff
Publisher :
ISBN 13 : 9781665431316
Total Pages : pages
Book Rating : 4.4/5 (313 download)

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Book Synopsis IEEE INFOCOM 2021 IEEE Conference on Computer Communications by : IEEE Staff

Download or read book IEEE INFOCOM 2021 IEEE Conference on Computer Communications written by IEEE Staff and published by . This book was released on 2021-05-10 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: IEEE INFOCOM solicits research papers describing significant and innovative research contributions to the field of computer and data communication networks We invite submissions on a wide range of research topics, spanning both theoretical and systems research