عنوان

Machine learning for future wireless communications /

شابک

1119562279

شابک

1119562309

شابک

1119562317

شابک

9781119562276

شابک

9781119562306

شابک

9781119562313

شابک اشتباه

1119562252

شابک اشتباه

9781119562252

عنوان اصلي

Machine learning for future wireless communications /

نام عام مواد

[Book]

نام نخستين پديدآور

edited by Fa-Long Luo.

محل نشرو پخش و غیره

Hoboken, NJ :

نام ناشر، پخش کننده و غيره

Wiley-IEEE Press,

تاریخ نشرو بخش و غیره

2020.

تاریخ نشرو بخش و غیره

©2020

نام خاص و کميت اثر

1 online resource (xxvi, 464 pages) :

ساير جزييات

illustrations (some color)

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

"Due to its powerful nonlinear mapping and distribution processing capability, deep neural networks based machine learning technology is being considered as a very promising tool to attack the big challenge in wireless communications and networks imposed by the explosively increasing demands in terms of capacity, coverage, latency, efficiency (power, frequency spectrum and other resources), flexibility, compatibility, quality of experience and silicon convergence. Mainly categorized into the supervised learning, the unsupervised learning and the reinforcement learning, various machine learning algorithms can be used to provide a better channel modelling and estimation in millimeter and terahertz bands, to select a more adaptive modulation (waveform, coding rate, bandwidth, and filtering structure) in massive multiple-input and multiple-output (MIMO) technology, to design a more efficient front-end and radio-frequency processing (pre-distortion for power amplifier compensation, beamforming configuration and crest-factor reduction), to deliver a better compromise in self-interference cancellation for full-duplex transmissions and device-to-device communications, and to offer a more practical solution for intelligent network optimization, mobile edge computing, networking slicing and radio resource management related to wireless big data, mission critical communications, massive machine-type communications and tactile internet"--

عنوان

Machine learning for future wireless communications

شماره استاندارد بين المللي کتاب و موسيقي

9781119562252

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

Wireless communication systems.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

Wireless communication systems.

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Luo, Fa-Long

تاريخ عمليات

20200822154803.0

قواعد فهرست نويسي ( بخش توصيفي )

rda

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y