eBook - ePub

Deep Learning Enabled Semantic Communications

Name: Deep Learning Enabled Semantic Communications
ISBN: 9781394306244

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Deep Learning Enabled Semantic Communications

About this book

Comprehensive overview of the principles, theories, and techniques behind deep learning enabled semantic communications

Deep Learning Enabled Semantic Communications explores the synergy between deep learning and semantic communication, particularly in the context of advancing 6G networks. It provides a focused introduction to the subject, systematically covering deep learning enabled semantic communication systems and task-oriented semantic transmission paradigms in wireless communication.

The book reviews various aspects of semantic communications, including information theory, multimodal technologies, semantic noise, and semantic sensing. It explores cutting-edge semantic communication architectures, highlighting their advantages over traditional approaches and their potential to drive the future of intelligent information industry. The book also details applications of deep learning-based semantic communication systems across various sources, including text, speech, images, and videos, comprehensively addressing system design, performance optimization, and measurement metrics.

The book is divided into eight main parts, which cover foundational knowledge, system design, multimodal and multitask-oriented semantic communication systems, joint semantic sensing and sampling, semantic noise suppression, and generative AI enabled systems.

Written by a diverse group of experts in academia and research institutions, Deep Learning Enabled Semantic Communications includes information on:

Fundamental knowledge about deep learning and semantic communications, including the history, neural networks, and semantic information theory
Compression of multimodal inputs, extraction of global semantic information, and the design of neural networks to boost the capability of handling lengthy speech
Incorporation of different sources to extract semantic features and serve diverse intelligent tasks at the receiver
Introduction of semantic impairments in communications to uncover how to design robust systems
Joint design of data sampling, compression, and coding schemes under the guidance of semantic information
Framework of generative semantic communications to detail the principles of incorporating generative models into semantic communications

Deep Learning Enabled Semantic Communications is an essential learning resource and reference for graduate and undergraduate students pursuing degrees in wireless communications, signal processing, or deep learning as well as engineers in the telecommunications and IT industries focusing on wireless communication techniques.

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.

No, books cannot be downloaded as external files, such as PDFs, for use outside of Perlego. However, you can download books within the Perlego app for offline reading on mobile or tablet. Learn more here.

Perlego offers two plans: Essential and Complete

Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.

Both plans are available with monthly, semester, or annual billing cycles.

We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.

Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.

Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.

Yes, you can access Deep Learning Enabled Semantic Communications by Zhijin Qin,Huiqiang Xie,Zhenzi Weng,Xiaoming Tao in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Mobile & Wireless Communications. We have over one million books available in our catalogue for you to explore.