Geographical and Fingerprinting Data for Positioning and Navigation Systems

Geographical and Fingerprinting Data for Positioning and Navigation Systems
Title Geographical and Fingerprinting Data for Positioning and Navigation Systems PDF eBook
Author Jordi Conesa
Publisher Academic Press
Pages 406
Release 2018-10-06
Genre Technology & Engineering
ISBN 012813190X

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Geographical and Fingerprinting Data for Positioning and Navigation Systems: Challenges, Experiences and Technology Roadmap explores the state-of-the -art software tools and innovative strategies to provide better understanding of positioning and navigation in indoor environments using fingerprinting techniques. The book provides the different problems and challenges of indoor positioning and navigation services and shows how fingerprinting can be used to address such necessities. This advanced publication provides the useful references educational institutions, industry, academic researchers, professionals, developers and practitioners need to apply, evaluate and reproduce this book's contributions. The readers will learn how to apply the necessary infrastructure to provide fingerprinting services and scalable environments to deal with fingerprint data. - Provides the current state of fingerprinting for indoor positioning and navigation, along with its challenges and achievements - Presents solutions for using WIFI signals to position and navigate in indoor environments - Covers solutions for using the magnetic field to position and navigate in indoor environments - Contains solutions of a modular positioning system as a solution for seamless positioning - Analyzes geographical and fingerprint data in order to provide indoor/outdoor location and navigation systems

Machine Learning for Indoor Localization and Navigation

Machine Learning for Indoor Localization and Navigation
Title Machine Learning for Indoor Localization and Navigation PDF eBook
Author Saideep Tiku
Publisher Springer Nature
Pages 563
Release 2023-06-29
Genre Technology & Engineering
ISBN 3031267125

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While GPS is the de-facto solution for outdoor positioning with a clear sky view, there is no prevailing technology for GPS-deprived areas, including dense city centers, urban canyons, buildings and other covered structures, and subterranean facilities such as underground mines, where GPS signals are severely attenuated or totally blocked. As an alternative to GPS for the outdoors, indoor localization using machine learning is an emerging embedded and Internet of Things (IoT) application domain that is poised to reinvent the way we navigate in various indoor environments. This book discusses advances in the applications of machine learning that enable the localization and navigation of humans, robots, and vehicles in GPS-deficient environments. The book explores key challenges in the domain, such as mobile device resource limitations, device heterogeneity, environmental uncertainties, wireless signal variations, and security vulnerabilities. Countering these challenges can improve the accuracy, reliability, predictability, and energy-efficiency of indoor localization and navigation. The book identifies severalnovel energy-efficient, real-time, and robust indoor localization techniques that utilize emerging deep machine learning and statistical techniques to address the challenges for indoor localization and navigation. In particular, the book: Provides comprehensive coverage of the application of machine learning to the domain of indoor localization; Presents techniques to adapt and optimize machine learning models for fast, energy-efficient indoor localization; Covers design and deployment of indoor localization frameworks on mobile, IoT, and embedded devices in real conditions.

Mobile Computing, Applications, and Services

Mobile Computing, Applications, and Services
Title Mobile Computing, Applications, and Services PDF eBook
Author Joy Zhang
Publisher Springer
Pages 406
Release 2012-07-16
Genre Computers
ISBN 3642323200

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This book constitutes the thoroughly refereed post-conference proceedings of the Third International Conference on Mobile Computing, Applications, and Services (MobiCASE 2011) held in Los Angeles, CA, USA, during October 24-27, 2010. The 18 revised full papers presented together with 12 revised poster papers were carefully reviewed and selected from numerous submissions. The conference papers are organized in seven technical sessions, covering the topics of mobile pervasive applications, system issues, location-aware services, mobile phone based systems, mobile Web and services, tools for mobile environments, and mobile application development issues.

Proceedings of the 3rd International Conference on Communication, Devices and Computing

Proceedings of the 3rd International Conference on Communication, Devices and Computing
Title Proceedings of the 3rd International Conference on Communication, Devices and Computing PDF eBook
Author Biplab Sikdar
Publisher Springer Nature
Pages 752
Release 2022-02-18
Genre Technology & Engineering
ISBN 9811691541

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This book provides insights into the 3rd International Conference on Communication, Devices and Computing (ICCDC 2021), which was held in Haldia, India, on August 16–18, 2021. It covers new ideas, applications, and the experiences of research engineers, scientists, industrialists, scholars, and students from around the globe. The proceedings highlight cutting-edge research on communication, electronic devices, and computing and address diverse areas such as 5G communication, spread spectrum systems, wireless sensor networks, and signal processing for secure communication, error control coding, printed antennas, analysis of wireless networks, antenna array systems, analog and digital signal processing for communication systems, frequency selective surfaces, radar communication, and substrate integrated waveguide and microwave passive components, which are key to state-of-the-art innovations in communication technologies.

Advances in Computing and Data Sciences

Advances in Computing and Data Sciences
Title Advances in Computing and Data Sciences PDF eBook
Author Mayank Singh
Publisher Springer Nature
Pages 532
Release 2020-07-17
Genre Computers
ISBN 9811566348

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This book constitutes the post-conference proceedings of the 4th International Conference on Advances in Computing and Data Sciences, ICACDS 2020, held in Valletta, Malta, in April 2020.* The 46 full papers were carefully reviewed and selected from 354 submissions. The papers are centered around topics like advanced computing, data sciences, distributed systems organizing principles, development frameworks and environments, software verification and validation, computational complexity and cryptography, machine learning theory, database theory, probabilistic representations. * The conference was held virtually due to the COVID-19 pandemic.

Comprehensive Geographic Information Systems

Comprehensive Geographic Information Systems
Title Comprehensive Geographic Information Systems PDF eBook
Author
Publisher Elsevier
Pages 1488
Release 2017-07-21
Genre Science
ISBN 0128047933

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Geographical Information Systems, Three Volume Set is a computer system used to capture, store, analyze and display information related to positions on the Earth’s surface. It has the ability to show multiple types of information on multiple geographical locations in a single map, enabling users to assess patterns and relationships between different information points, a crucial component for multiple aspects of modern life and industry. This 3-volumes reference provides an up-to date account of this growing discipline through in-depth reviews authored by leading experts in the field. VOLUME EDITORS Thomas J. Cova The University of Utah, Salt Lake City, UT, United States Ming-Hsiang Tsou San Diego State University, San Diego, CA, United States Georg Bareth University of Cologne, Cologne, Germany Chunqiao Song University of California, Los Angeles, CA, United States Yan Song University of North Carolina at Chapel Hill, Chapel Hill, NC, United States Kai Cao National University of Singapore, Singapore Elisabete A. Silva University of Cambridge, Cambridge, United Kingdom Covers a rapidly expanding discipline, providing readers with a detailed overview of all aspects of geographic information systems, principles and applications Emphasizes the practical, socioeconomic applications of GIS Provides readers with a reliable, one-stop comprehensive guide, saving them time in searching for the information they need from different sources

Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation

Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation
Title Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation PDF eBook
Author Cengiz Kahraman
Publisher Springer Nature
Pages 954
Release 2021-08-23
Genre Technology & Engineering
ISBN 3030856267

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This book presents recent research in intelligent and fuzzy techniques. Emerging conditions such as pandemic, wars, natural disasters and various high technologies force people for significant changes in business and social life. The adoption of digital technologies to transform services or businesses, through replacing non-digital or manual processes with digital processes or replacing older digital technology with newer digital technologies through intelligent systems is the main scope of this book. It focuses on revealing the reflection of digital transformation in our business and social life under emerging conditions through intelligent and fuzzy systems. The latest intelligent and fuzzy methods and techniques on digital transformation are introduced by theory and applications. The intended readers are intelligent and fuzzy systems researchers, lecturers, M.Sc. and Ph.D. students studying digital transformation. Usage of ordinary fuzzy sets and their extensions, heuristics and metaheuristics from optimization to machine learning, from quality management to risk management makes the book an excellent source for researchers.