Snapshot Based Methods And Algorithms

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Snapshot-Based Methods and Algorithms

Author : Peter Benner,et al.
Publisher : Walter de Gruyter GmbH & Co KG
Page : 356 pages
File Size : 50,5 Mb
Release : 2020-12-16
Category : Mathematics
ISBN : 9783110671490

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Snapshot-Based Methods and Algorithms by Peter Benner,et al. Pdf

An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This second volume focuses on applications in engineering, biomedical engineering, computational physics and computer science.

Snapshot-Based Methods and Algorithms

Author : Peter Benner,et al.
Publisher : Walter de Gruyter GmbH & Co KG
Page : 369 pages
File Size : 42,6 Mb
Release : 2020-12-16
Category : Mathematics
ISBN : 9783110671506

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Snapshot-Based Methods and Algorithms by Peter Benner,et al. Pdf

An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This second volume focuses on applications in engineering, biomedical engineering, computational physics and computer science.

System- and Data-Driven Methods and Algorithms

Author : Peter Benner,et al.
Publisher : Walter de Gruyter GmbH & Co KG
Page : 346 pages
File Size : 41,9 Mb
Release : 2021-11-08
Category : Mathematics
ISBN : 9783110497717

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System- and Data-Driven Methods and Algorithms by Peter Benner,et al. Pdf

An increasing complexity of models used to predict real-world systems leads to the need for algorithms to replace complex models with far simpler ones, while preserving the accuracy of the predictions. This two-volume handbook covers methods as well as applications. This first volume focuses on real-time control theory, data assimilation, real-time visualization, high-dimensional state spaces and interaction of different reduction techniques.

Ubiquitous Radio Sensing

Author : Martin Schmidhammer
Publisher : utzverlag GmbH
Page : 168 pages
File Size : 52,7 Mb
Release : 2023-07-25
Category : Computers
ISBN : 9783831650088

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Ubiquitous Radio Sensing by Martin Schmidhammer Pdf

Many applications in the emerging smart environments, such as smart cities and intelligent transportation, require an accurate situational awareness, i.e., information about presence and location of all users in the environment. A reliable situational awareness is based on robust communications and sensing techniques, as well as large-scale deployment. Therefore, an integration of sensing functionality is envisioned as a native capability of next generation wireless networks. This work provides a novel radio sensing approach for the localization of non-cooperative users, referred to as multipath-enhanced device-free localization (MDFL). For localization, MDFL exploits user-induced variations in the received power of static signal components, i.e., line-of-sight and multipath components. Due to its low computational complexity, the proposed MDFL approach represents a suitable technique for the emerging perceptive wireless networks and can help to enable ubiquitous radio sensing.

Model Order Reduction and Applications

Author : Michael Hinze,J. Nathan Kutz,Olga Mula,Karsten Urban
Publisher : Springer Nature
Page : 241 pages
File Size : 51,6 Mb
Release : 2023-06-20
Category : Mathematics
ISBN : 9783031295638

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Model Order Reduction and Applications by Michael Hinze,J. Nathan Kutz,Olga Mula,Karsten Urban Pdf

This book addresses the state of the art of reduced order methods for modelling and computational reduction of complex parametrised systems, governed by ordinary and/or partial differential equations, with a special emphasis on real time computing techniques and applications in various fields. Consisting of four contributions presented at the CIME summer school, the book presents several points of view and techniques to solve demanding problems of increasing complexity. The focus is on theoretical investigation and applicative algorithm development for reduction in the complexity – the dimension, the degrees of freedom, the data – arising in these models. The book is addressed to graduate students, young researchers and people interested in the field. It is a good companion for graduate/doctoral classes.

Aerospace Navigation Systems

Author : Alexander V. Nebylov,Joseph Watson
Publisher : John Wiley & Sons
Page : 391 pages
File Size : 46,8 Mb
Release : 2016-08-01
Category : Technology & Engineering
ISBN : 9781119163077

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Aerospace Navigation Systems by Alexander V. Nebylov,Joseph Watson Pdf

Compiled by leading authorities, Aerospace Navigation Systems is a compendium of chapters that present modern aircraft and spacecraft navigation methods based on up-to-date inertial, satellite, map matching and other guidance techniques. Ranging from the practical to the theoretical, this book covers navigational applications over a wide range of aerospace vehicles including aircraft, spacecraft and drones, both remotely controlled and operating as autonomous vehicles. It provides a comprehensive background of fundamental theory, the utilisation of newly-developed techniques, incorporates the most complex and advanced types of technical innovation currently available and presents a vision for future developments. Satellite Navigation Systems (SNS), long range navigation systems, short range navigation systems and navigational displays are introduced, and many other detailed topics include Radio Navigation Systems (RNS), Inertial Navigation Systems (INS), Homing Systems, Map Matching and other correlated-extremalsystems, and both optimal and sub-optimal filtering in integrated navigation systems.

Compressive Sensing Based Algorithms for Electronic Defence

Author : Amit Kumar Mishra,Ryno Strauss Verster
Publisher : Springer
Page : 184 pages
File Size : 46,6 Mb
Release : 2016-12-22
Category : Technology & Engineering
ISBN : 9783319467009

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Compressive Sensing Based Algorithms for Electronic Defence by Amit Kumar Mishra,Ryno Strauss Verster Pdf

This book details some of the major developments in the implementation of compressive sensing in radio applications for electronic defense and warfare communication use. It provides a comprehensive background to the subject and at the same time describes some novel algorithms. It also investigates application value and performance-related parameters of compressive sensing in scenarios such as direction finding, spectrum monitoring, detection, and classification.

Smart Antennas

Author : T. K. Sarkar,Michael C. Wicks,Magdalena Salazar-Palma,Robert J. Bonneau
Publisher : John Wiley & Sons
Page : 473 pages
File Size : 46,8 Mb
Release : 2005-03-04
Category : Technology & Engineering
ISBN : 9780471721239

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Smart Antennas by T. K. Sarkar,Michael C. Wicks,Magdalena Salazar-Palma,Robert J. Bonneau Pdf

A valuable addition to the Wiley Series in Microwave and Optical Engineering Today's modern wireless mobile communications depend on adaptive "smart" antennas to provide maximum range and clarity. With the recent explosive growth of wireless applications, smart antenna technology has achieved widespread commercial and military applications. The only book available on the topic of adaptive antennas using digital technology, this text reflects the latest developments in smart antenna technology and offers timely information on fundamentals, as well as new adaptive techniques developed by the authors. Coupling electromagnetic aspects of antenna design with signal processing techniques designed to promote accurate and efficient information exchange, the text presents various mechanisms for characterizing signal-path loss associated with signal propagation, particularly for mobile wireless communications systems based on such techniques as joint space-frequency adaptive processing. In clear, accessible language, the authors: * explain the difference between adaptive antennas and adaptive signal processing * Illustrate the procedures for adaptive processing using directive elements in a conformal array * clarify multistage analysis procedure which combines electromagnetic analysis with signal processing * present a survey of the various models for characterizing radio wave propagation in urban and rural environments * describe a method wherein it is possible to identify and eliminate multipath without spatial diversity * optimize the location of base stations in a complex environment The text is an excellent resource for researchers and engineers working in electromagnetics and signal processing who deal with performance improvement of adaptive techniques, as well as those who are concerned with the characterization of propagation channels and applications of airborne phased arrays.

Data Clustering

Author : Charu C. Aggarwal,Chandan K. Reddy
Publisher : CRC Press
Page : 654 pages
File Size : 43,5 Mb
Release : 2018-09-03
Category : Business & Economics
ISBN : 9781315360416

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Data Clustering by Charu C. Aggarwal,Chandan K. Reddy Pdf

Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing this problem in a unified way, Data Clustering: Algorithms and Applications provides complete coverage of the entire area of clustering, from basic methods to more refined and complex data clustering approaches. It pays special attention to recent issues in graphs, social networks, and other domains. The book focuses on three primary aspects of data clustering: Methods, describing key techniques commonly used for clustering, such as feature selection, agglomerative clustering, partitional clustering, density-based clustering, probabilistic clustering, grid-based clustering, spectral clustering, and nonnegative matrix factorization Domains, covering methods used for different domains of data, such as categorical data, text data, multimedia data, graph data, biological data, stream data, uncertain data, time series clustering, high-dimensional clustering, and big data Variations and Insights, discussing important variations of the clustering process, such as semisupervised clustering, interactive clustering, multiview clustering, cluster ensembles, and cluster validation In this book, top researchers from around the world explore the characteristics of clustering problems in a variety of application areas. They also explain how to glean detailed insight from the clustering process—including how to verify the quality of the underlying clusters—through supervision, human intervention, or the automated generation of alternative clusters.

Transactions on Large-Scale Data- and Knowledge-Centered Systems XLV

Author : Abdelkader Hameurlain,A Min Tjoa,Richard Chbeir,Yannis Manolopoulos,Hiroshi Ishikawa,Sergio Ilarri,Apostolos Papadopoulos
Publisher : Springer Nature
Page : 221 pages
File Size : 46,5 Mb
Release : 2020-09-19
Category : Computers
ISBN : 9783662623084

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Transactions on Large-Scale Data- and Knowledge-Centered Systems XLV by Abdelkader Hameurlain,A Min Tjoa,Richard Chbeir,Yannis Manolopoulos,Hiroshi Ishikawa,Sergio Ilarri,Apostolos Papadopoulos Pdf

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 45th issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains eight revised selected regular papers. Topics covered include data analysis, information extraction, blockchains, and big data.

Heterogeneous Computing Architectures

Author : Olivier Terzo,Karim Djemame,Alberto Scionti,Clara Pezuela
Publisher : CRC Press
Page : 316 pages
File Size : 46,5 Mb
Release : 2019-09-10
Category : Computers
ISBN : 9780429680045

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Heterogeneous Computing Architectures by Olivier Terzo,Karim Djemame,Alberto Scionti,Clara Pezuela Pdf

Heterogeneous Computing Architectures: Challenges and Vision provides an updated vision of the state-of-the-art of heterogeneous computing systems, covering all the aspects related to their design: from the architecture and programming models to hardware/software integration and orchestration to real-time and security requirements. The transitions from multicore processors, GPU computing, and Cloud computing are not separate trends, but aspects of a single trend-mainstream; computers from desktop to smartphones are being permanently transformed into heterogeneous supercomputer clusters. The reader will get an organic perspective of modern heterogeneous systems and their future evolution.

Advances in Data and Web Management

Author : Qing Li,Ling Feng,Jian Pei,X. Sean Wang,Xiaofang Zhou,Qiaoming Zhu
Publisher : Springer
Page : 685 pages
File Size : 43,9 Mb
Release : 2009-03-22
Category : Computers
ISBN : 9783642006722

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Advances in Data and Web Management by Qing Li,Ling Feng,Jian Pei,X. Sean Wang,Xiaofang Zhou,Qiaoming Zhu Pdf

This book constitutes the proceedings of the joint International Conference APWeb/WAIM 2009 which was held in Suzhou, China, during April 1-4, 2009. The 42 full papers presented together with 26 short papers and the abstracts of 2 keynote speeches were carefully reviewed and selected for inclusion in the book. The topics covered are query processing, topic-based techniques, Web data processing, multidimensional data analysis, stream data processing, data mining and its applications, and data management support to advanced applications.

Mechatronics Engineering and Electrical Engineering

Author : Ai Sheng
Publisher : CRC Press
Page : 410 pages
File Size : 44,6 Mb
Release : 2015-04-28
Category : Technology & Engineering
ISBN : 9781315734460

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Mechatronics Engineering and Electrical Engineering by Ai Sheng Pdf

The 2014 International Conference on Mechatronics Engineering and Electrical Engineering (CMEEE2014) was held October 18-19, 2014 in Sanya, Hainan, China. CMEEE2014 provided a valuable opportunity for researchers, scholars and scientists to exchange their new ideas and application experiences face to face together, to establish business or research

Distributed Energy Management of Electrical Power Systems

Author : Yinliang Xu,Wei Zhang,Wenxin Liu,Wen Yu
Publisher : John Wiley & Sons
Page : 352 pages
File Size : 44,6 Mb
Release : 2021-01-13
Category : Science
ISBN : 9781119534884

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Distributed Energy Management of Electrical Power Systems by Yinliang Xu,Wei Zhang,Wenxin Liu,Wen Yu Pdf

Go in-depth with this comprehensive discussion of distributed energy management Distributed Energy Management of Electrical Power Systems provides the most complete analysis of fully distributed control approaches and their applications for electric power systems available today. Authored by four respected leaders in the field, the book covers the technical aspects of control, operation management, and optimization of electric power systems. In each chapter, the book covers the foundations and fundamentals of the topic under discussion. It then moves on to more advanced applications. Topics reviewed in the book include: System-level coordinated control Optimization of active and reactive power in power grids The coordinated control of distributed generation, elastic load and energy storage systems Distributed Energy Management incorporates discussions of emerging and future technologies and their potential effects on electrical power systems. The increased impact of renewable energy sources is also covered. Perfect for industry practitioners and graduate students in the field of power systems, Distributed Energy Management remains the leading reference for anyone with an interest in its fascinating subject matter.

Uncertainty Quantification

Author : Ralph C. Smith
Publisher : SIAM
Page : 400 pages
File Size : 54,6 Mb
Release : 2013-12-02
Category : Computers
ISBN : 9781611973211

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Uncertainty Quantification by Ralph C. Smith Pdf

The field of uncertainty quantification is evolving rapidly because of increasing emphasis on models that require quantified uncertainties for large-scale applications, novel algorithm development, and new computational architectures that facilitate implementation of these algorithms. Uncertainty Quantification: Theory, Implementation, and Applications provides readers with the basic concepts, theory, and algorithms necessary to quantify input and response uncertainties for simulation models arising in a broad range of disciplines. The book begins with a detailed discussion of applications where uncertainty quantification is critical for both scientific understanding and policy. It then covers concepts from probability and statistics, parameter selection techniques, frequentist and Bayesian model calibration, propagation of uncertainties, quantification of model discrepancy, surrogate model construction, and local and global sensitivity analysis. The author maintains a complementary web page where readers can find data used in the exercises and other supplementary material.