Book Description
Information theory, coding theory, communication theory, signal processing, and foundations of machine learning
Author : IEEE Staff
Publisher :
Page : pages
File Size : 36,69 MB
Release : 2020-06-21
Category :
ISBN : 9781728164335
Information theory, coding theory, communication theory, signal processing, and foundations of machine learning
Author : Nikolaos Pappas
Publisher : Cambridge University Press
Page : 495 pages
File Size : 10,26 MB
Release : 2023-01-31
Category : Computers
ISBN : 1108837875
A comprehensive treatment of Age of Information, this cutting-edge text includes detailed exposition and real-world applications.
Author : Daniel Benjamin Rohweder
Publisher : Springer Nature
Page : 120 pages
File Size : 46,45 MB
Release : 2022-04-27
Category : Technology & Engineering
ISBN : 3658371145
Nowadays, most digital modulation schemes are based on conventional signal constellations that have no algebraic group, ring, or field properties, e.g. square quadrature-amplitude modulation constellations. Signal constellations with algebraic structure can enhance the system performance. For instance, multidimensional signal constellations based on dense lattices can achieve performance gains due to the dense packing. The algebraic structure enables low-complexity decoding and detection schemes. In this work, signal constellations with algebraic properties and their application in spatial modulation transmission schemes are investigated. Several design approaches of two- and four-dimensional signal constellations based on Gaussian, Eisenstein, and Hurwitz integers are shown. Detection algorithms with reduced complexity are proposed. It is shown, that the proposed Eisenstein and Hurwitz constellations combined with the proposed suboptimal detection can outperform conventional two-dimensional constellations with ML detection.
Author : Abdelkader Hameurlain
Publisher : Springer Nature
Page : 175 pages
File Size : 44,19 MB
Release : 2023-02-08
Category : Computers
ISBN : 3662668637
The LNCS journal Transactions on Large-scale Data and Knowledge-centered Systems focuses on data management, knowledge discovery, and knowledge processing, which are core and hot topics in computer science. Since the 1990s, the Internet has become the main driving force behind application development in all domains. An increase in the demand for resource sharing (e.g. computing resources, services, metadata, data sources) across different sites connected through networks has led to an evolution of data- and knowledge-management systems from centralized systems to decentralized systems enabling large-scale distributed applications providing high scalability. This, the 53rd issue of Transactions on Large-scale Data and Knowledge-centered Systems, contains six fully revised selected regular papers. Topics covered include time series management from edge to cloud, segmentation for time series representation, similarity research, semantic similarity in a taxonomy, linked data semantic distance, linguistics-informed natural language processing, graph neural network, protected features, imbalanced data, causal consistency in distributed databases, actor model, and elastic horizontal scalability.
Author : Maura B. Paterson
Publisher : Springer Nature
Page : 323 pages
File Size : 50,12 MB
Release : 2021-12-14
Category : Computers
ISBN : 3030926419
This book constitutes the refereed proceedings of the 18th IMA International Conference on Cryptography and Coding, IMACC 2021, held in December 2021. Due to COVID 19 pandemic the conference was held virtually. The 14 papers presented were carefully reviewed and selected from 30 submissions. The conference focuses on a diverse set of topics both in cryptography and coding theory.
Author : Shih-Chun Lin
Publisher : Springer Nature
Page : 403 pages
File Size : 44,6 MB
Release : 2022-09-18
Category : Technology & Engineering
ISBN : 9811920168
This book provides a broad understanding of the fundamental tools and methods from information theory and mathematical programming, as well as specific applications in 6G and beyond system designs. The contents focus on not only both theories but also their intersection in 6G. Motivations are from the multitude of new developments which will arise once 6G systems integrate new communication networks with AIoT (Artificial Intelligence plus Internet of Things). Design issues such as the intermittent connectivity, low latency, federated learning, IoT security, etc., are covered. This monograph provides a thorough picture of new results from information and optimization theories, as well as how their dialogues work to solve aforementioned 6G design issues.
Author : Mingzhe Chen
Publisher : Springer Nature
Page : 189 pages
File Size : 34,89 MB
Release :
Category :
ISBN : 3031512669
Author : Esa Hyytiä
Publisher : Springer Nature
Page : 310 pages
File Size : 21,24 MB
Release : 2023-05-02
Category : Computers
ISBN : 3031312341
This book constitutes the refereed conference proceedings of the 15th International Conference on Performance Evaluation Methodologies and Tools, VALUETOOLS 2022, held in November 2022. Due to the safety concerns and travel restrictions caused by COVID-19, VALUETOOLS 2022 took place online in a live stream. The conference provides a world-leading and multidisciplinary venue for researchers and practitioners in diverse disciplines such as computer science, networks and telecommunications, operations research, optimization, control theory and manufacturing. The 18 full papers were carefully reviewed and selected from 47 submissions and are grouped in thematically as following: game theory; queueing models; applications; retrial queues; performance analysis and networking; distributed computing.
Author : Jana Fragemann
Publisher : Springer Nature
Page : 128 pages
File Size : 15,5 MB
Release : 2023-01-31
Category : Computers
ISBN : 303125046X
This book constitutes the post-conference proceedings of the First MICCAI Workshop on Medical Applications with Disentanglements, MAD 2022, held in conjunction with MICCAI 2022, in Singapore, on September22, 2022. The 8 full papers presented in this book together with one short paper were carefully reviewed and cover generative adversarial networks (GAN), variational autoencoders (VAE) and normalizing-flow architectures as well as a wide range of medical applications, like brain age prediction, skull reconstruction and unsupervised pathology disentanglement.
Author : Zahir Tari
Publisher : Springer Nature
Page : 375 pages
File Size : 26,74 MB
Release :
Category :
ISBN : 9819708621