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Machine Learning for Future Wireless Communications, Fa–Long Luo



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Цена: 20328р.
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Автор: Fa–Long Luo   (Луо Фа-Лонг)
Название:  Machine Learning for Future Wireless Communications
Перевод названия: Луо Фа-Лонг: Машинное обучение для беспроводной связи будущего
ISBN: 9781119562252
Издательство: Wiley
Классификация:
ISBN-10: 1119562252
Обложка/Формат: Hardcover
Страницы: 496
Вес: 1.096 кг.
Дата издания: 13.02.2020
Серия: Wiley - ieee
Язык: English
Размер: 185 x 262 x 26
Читательская аудитория: Professional & vocational
Ключевые слова: Electronics & communications engineering,Artificial intelligence
Ссылка на Издательство: Link
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Поставляется из: Англии



Computational Intelligence for Machine Learning and Healthcare Informatics

Автор: Rajshree Srivastava, Pradeep Kumar Mallick, Siddha
Название: Computational Intelligence for Machine Learning and Healthcare Informatics
ISBN: 3110647826 ISBN-13(EAN): 9783110647822
Издательство: Walter de Gruyter
Цена: 20328 р.
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Описание: THE SERIES: INTELLIGENT BIOMEDICAL DATA ANALYSIS
By focusing on the methods and tools for intelligent data analysis, this series aims to narrow the increasing gap between data gathering and data comprehension. Emphasis is also given to the problems resulting from automated data collection in modern hospitals, such as analysis of computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring. In medicine, overcoming this gap is crucial since medical decision making needs to be supported by arguments based on existing medical knowledge as well as information, regularities and trends extracted from big data sets.

Machine Learning and Cognitive Computing for Mobile Communications and Wireless Networks

Автор: Krishna Kant Singh, Akansha Singh, Korhan Cengiz,
Название: Machine Learning and Cognitive Computing for Mobile Communications and Wireless Networks
ISBN: 1119640369 ISBN-13(EAN): 9781119640363
Издательство: Wiley
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Цена: 26862 р.
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Описание:

Communication and network technology has witnessed recent rapid development and numerous information services and applications have been developed globally. These technologies have high impact on society and the way people are leading their lives. The advancement in technology has undoubtedly improved the quality of service and user experience yet a lot needs to be still done. Some areas that still need improvement include seamless wide-area coverage, high-capacity hot-spots, low-power massive-connections, low-latency and high-reliability and so on. Thus, it is highly desirable to develop smart technologies for communication to improve the overall services and management of wireless communication. Machine learning and cognitive computing have converged to give some groundbreaking solutions for smart machines. With these two technologies coming together, the machines can acquire the ability to reason similar to the human brain. The research area of machine learning and cognitive computing cover many fields like psychology, biology, signal processing, physics, information theory, mathematics, and statistics that can be used effectively for topology management. Therefore, the utilization of machine learning techniques like data analytics and cognitive power will lead to better performance of communication and wireless systems.

Green and Software-defined Wireless Networks: From Theory to Practice

Автор: Chih-Lin I, Guanding Yu, Shuangfeng Han, Geoffrey
Название: Green and Software-defined Wireless Networks: From Theory to Practice
ISBN: 1108417329 ISBN-13(EAN): 9781108417327
Издательство: Cambridge Academ
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Цена: 14279 р.
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Описание: Understand the fundamental theory and practical design aspects of green and soft wireless communications networks with this expert text. It provides comprehensive and unified coverage of 5G physical layer design, as well as design of the higher and radio access layers and the core network, drawing on viewpoints from both academia and industry. Get to grips with the theory through authoritative discussion of information-theoretical results, and learn about fundamental green design trade-offs, software-defined network architectures, and energy efficient radio resource management strategies. Applications of wireless big data and artificial intelligence to wireless network design are included, providing an excellent design reference, and real-world examples of employment in software-defined 5G networks and energy saving solutions from wireless communications companies and cellular operators help to connect theory with practice. This is an essential text for graduate students, professionals and researchers.

Computer Age Statistical Inference

Автор: Bradley Efron and Trevor Hastie
Название: Computer Age Statistical Inference
ISBN: 1107149894 ISBN-13(EAN): 9781107149892
Издательство: Cambridge Academ
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Цена: 8495 р.
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Описание: The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. 'Big data', 'data science', and 'machine learning' have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science and commerce. How did we get here? And where are we going? This book takes us on an exhilarating journey through the revolution in data analysis following the introduction of electronic computation in the 1950s. Beginning with classical inferential theories - Bayesian, frequentist, Fisherian - individual chapters take up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, inference after model selection, and dozens more. The distinctly modern approach integrates methodology and algorithms with statistical inference. The book ends with speculation on the future direction of statistics and data science.

Artificial intelligence in wireless communications

Автор: Rondeau, Thomas W. Bostian, Charles W.
Название: Artificial intelligence in wireless communications
ISBN: 1607832348 ISBN-13(EAN): 9781607832348
Издательство: Artech House
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Цена: 19825 р.
Наличие на складе: Нет в наличии.

Описание: This cutting-edge resource offers practical overview of cognitive radio ? a paradigm for wireless communications in which a network or a wireless node changes its transmission or reception parameters. The alteration of parameters is based on the active monitoring of several factors in the external and internal radio environment. This book offers a detailed description of cognitive radio and its individual parts. Practitioners learn how the basic processing elements and their capabilities are implemented as modular components. Moreover, the book explains how each component can be developed and tested independently, before integration with the rest of the engine. Practitioners discover how cognitive radio uses artificial intelligence to achieve radio optimization. The book also provides an in-depth working example of the developed cognitive engine and an experimental scenario to help engineers understand its performance and behavior.

Wireless Communications and Applications

Автор: S?nac
Название: Wireless Communications and Applications
ISBN: 3642291562 ISBN-13(EAN): 9783642291562
Издательство: Springer
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Цена: 11879 р.
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Описание: This book constitutes the thoroughly refereed post-conference proceedings of the First International ICST Conference on Wireless Communications and Applications, ICWCA 2011, held in Sanya, China, in August 2011. The 43 revised full papers presented were carefully reviewed and selected from around 90 submissions and cover a wide range of topics as mobile ad hoc networks, sensor networks, network architectural design, network protocol design, local area networks, MAC, routing, and transport protocols, quality of service provisioning, reliability and fault tolerance issues, resource allocation and management, signal processing, medical imaging, data aggregation techniques, security and privacy issues, wireless computing and applications for wireless network as smart grid, agriculture, health care, smart home, conditional monitoring, etc.

Soft Computing Applications in Sensor Networks

Название: Soft Computing Applications in Sensor Networks
ISBN: 1482298759 ISBN-13(EAN): 9781482298758
Издательство: Taylor&Francis
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Цена: 25410 р.
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Описание: This book uses tutorials and new material to describe the basic concepts of soft-computing which potentially can be used in real-life sensor network applications. It is organized in a manner that exemplifies the use of an assortment of soft-computing applications for solving different problems in sensor networking. Written by worldwide experts, the chapters provide a balanced mixture of different problems concerning channel access, routing, coverage, localization, lifetime maximization and target tracking using emerging soft-computing applications.

5G Wireless Systems

Автор: Yang Yang; Jing Xu; Guang Shi; Cheng-Xiang Wang
Название: 5G Wireless Systems
ISBN: 3319871811 ISBN-13(EAN): 9783319871813
Издательство: Springer
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Цена: 17076 р.
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Описание: This book focuses on key simulation and evaluation technologies for 5G systems. Based on the most recent research results from academia and industry, it describes the evaluation methodologies in depth for network and physical layer technologies. The evaluation methods are discussed in depth. It also covers the analysis of the 5G candidate technologies and the testing challenges, the evolution of the testing technologies, fading channel measurement and modeling, software simulations, software hardware cosimulation, field testing and other novel evaluation methods. The fifth-generation (5G) mobile communications system targets highly improved network performances in terms of the network capacity and the number of connections.Testing and evaluation technologies is widely recognized and plays important roles in the wireless technology developments, along with the research on basic theory and key technologies. The investigation and developments on the multi-level and comprehensive evaluations for 5G new technologies, provides important performance references for the 5G technology filtering and future standardizations. Students focused on telecommunications, electronic engineering, computer science or other related disciplines will find this book useful as a secondary text. Researchers and professionals working within these related fields will also find this book useful as a reference.

Self-Adaptive Systems for Machine Intelligence

Автор: He
Название: Self-Adaptive Systems for Machine Intelligence
ISBN: 0470343966 ISBN-13(EAN): 9780470343968
Издательство: Wiley
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Цена: 14066 р.
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Описание: This book will advance the understanding and application of self-adaptive intelligent systems; therefore it will potentially benefit the long-term goal of replicating certain levels of brain-like intelligence in complex and networked engineering systems. It will provide new approaches for adaptive systems within uncertain environments.

Machine Learning and Intelligent Communications

Автор: Huang Xin-lin
Название: Machine Learning and Intelligent Communications
ISBN: 3319527290 ISBN-13(EAN): 9783319527291
Издательство: Springer
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Цена: 8613 р.
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Описание:

Data mining in heterogeneous networks.- decentralized learning for wireless communication systems.- intelligent cooperative/distributed coding, intelligent cooperative networks.- iIntelligent massive MIMO, .- time coded multi-user MIMO system based on three dimensional complementary codes.- intelligent positioning and navigation systems.- intelligent spectrum allocation schemes.- machine learning algorithm &.- cognitive radio networks, machine learning for multimedia.

Machine Learning with Spark and Python: Essential Techniques for Predictive Analytics

Автор: Michael Bowles
Название: Machine Learning with Spark and Python: Essential Techniques for Predictive Analytics
ISBN: 1119561930 ISBN-13(EAN): 9781119561934
Издательство: Wiley
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Цена: 6895 р.
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Описание: Machine Learning with Spark and Python Essential Techniques for Predictive Analytics Second Edition simplifies ML for practical uses by focusing on two key algorithms. This new second edition improves with the addition of Spark - a ML framework from the Apache foundation. By implementing Spark, machine learning students can easily process much large data sets and call the spark algorithms using ordinary Python code.

Machine Learning with Spark and Python focuses on two algorithm families (linear methods and ensemble methods) that effectively predict outcomes. This type of problem covers many use cases such as what ad to place on a web page, predicting prices in securities markets, or detecting credit card fraud. The focus on two families gives enough room for full descriptions of the mechanisms at work in the algorithms. Then the code examples serve to illustrate the workings of the machinery with specific hackable code.

Machine Learning and Intelligent Communications

Автор: Xiangping Bryce Zhai; Bing Chen; Kun Zhu
Название: Machine Learning and Intelligent Communications
ISBN: 3030323870 ISBN-13(EAN): 9783030323875
Издательство: Springer
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Цена: 13365 р.
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Описание: This volume constitutes the refereed post-conference proceedings of the Fourth International Conference on Machine Learning and Intelligent Communications, MLICOM 2019, held in Nanjing, China, in August 2019. The 65 revised full papers were carefully selected from 114 submissions. The papers are organized thematically in machine learning, intelligent positioning and navigation, intelligent multimedia processing and security, wireless mobile network and security, cognitive radio and intelligent networking, IoT, intelligent satellite communications and networking, green communication and intelligent networking, ad-hoc and sensor networks, resource allocation in wireless and cloud networks, signal processing in wireless and optical communications, and intelligent cooperative communications and networking.


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