Machine Learning for Indoor Localization and Navigation

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Publisher : Springer Nature
ISBN 13 : 3031267125
Total Pages : 563 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Machine Learning for Indoor Localization and Navigation by : Saideep Tiku

Download or read book Machine Learning for Indoor Localization and Navigation written by Saideep Tiku and published by Springer Nature. This book was released on 2023-06-29 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

MOBICOM ...

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Publisher :
ISBN 13 :
Total Pages : 322 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis MOBICOM ... by :

Download or read book MOBICOM ... written by and published by . This book was released on 2000 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Security in Smart Home Networks

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Author :
Publisher : Springer Nature
ISBN 13 : 3031241851
Total Pages : 177 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Security in Smart Home Networks by : Yan Meng

Download or read book Security in Smart Home Networks written by Yan Meng and published by Springer Nature. This book was released on 2023-01-17 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the security and privacy challenges of the smart home following the logic of “terminal device – voice interface – application platform”. For each component, the authors provide answers to the three questions: 1) In the terminal device layer, how to conduct cross-layer privacy breach analysis and provide effective countermeasures; 2) In the voice interface layer, how to design effective and lightweight schemes to defend against voice spoofing; 3) In the application layer, how to design an effective anomaly detection system without breaching the application platform. The authors conduct a thorough analysis of the security threats and challenges in each component of the smart home, review the existing state-of-the-art solutions proposed by other researchers, and elaborate on proposed countermeasures. This book aims to provide both security threats analysis and state-of-the-art countermeasures for the smart home network.

Smartphone-Based Indoor Map Construction

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Publisher : Springer
ISBN 13 : 9811083789
Total Pages : 117 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Smartphone-Based Indoor Map Construction by : Ruipeng Gao

Download or read book Smartphone-Based Indoor Map Construction written by Ruipeng Gao and published by Springer. This book was released on 2018-03-27 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on ubiquitous indoor localization services, specifically addressing the issue of floor plans. It combines computer vision algorithms and mobile techniques to reconstruct complete and accurate floor plans to provide better location-based services for both humans and vehicles via commodity smartphones in indoor environments (e.g., a multi-layer shopping mall with underground parking structures). After a comprehensive review of scene reconstruction methods, it offers accurate geometric information for each landmark from images and acoustics, and derives the spatial relationships of the landmarks and rough sketches of accessible areas with inertial and WiFi data to reduce computing overheads. It then presents the authors’ recent findings in detail, including the optimization and probabilistic formulations for more solid foundations and better robustness to combat errors, several new approaches to promote the current sporadic availability of indoor location-based services, and a holistic solution for floor plan reconstruction, indoor localization, tracking, and navigation. The novel approaches presented are designed for different types of indoor environments (e.g., shopping malls, office buildings and labs) and different users. A valuable resource for researchers and those in start-ups working in the field, it also provides supplementary material for students with mobile computing and networking backgrounds.

Secure and Trusted Cyber Physical Systems

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Publisher : Springer Nature
ISBN 13 : 3031082702
Total Pages : 219 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Secure and Trusted Cyber Physical Systems by : Shantanu Pal

Download or read book Secure and Trusted Cyber Physical Systems written by Shantanu Pal and published by Springer Nature. This book was released on 2022-09-02 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the latest design and development of security issues and various defences to construct safe, secure and trusted Cyber-Physical Systems (CPS). In addition, the book presents a detailed analysis of the recent approaches to security solutions and future research directions for large-scale CPS, including its various challenges and significant security requirements. Furthermore, the book provides practical guidance on delivering robust, privacy, and trust-aware CPS at scale. Finally, the book presents a holistic insight into IoT technologies, particularly its latest development in strategic applications in mission-critical systems, including large-scale Industrial IoT, Industry 4.0, and Industrial Control Systems. As such, the book offers an essential reference guide about the latest design and development in CPS for students, engineers, designers, and professional developers.

Environments for Multi-Agent Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3540245758
Total Pages : 288 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Environments for Multi-Agent Systems by : Danny Weyns

Download or read book Environments for Multi-Agent Systems written by Danny Weyns and published by Springer Science & Business Media. This book was released on 2005-02-10 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This modern field of multi-agent systems has developed from two main lines of earlier research: its practitioners generally regard it as a form of distributed artificial intelligence, whereas some researchers have persistently advocated ideas from the field of artificial life. AI agents (and their designers) usually take the environment for agent interaction as granted. From the ALife perspective and for ALife agents, the environment for interaction is an active participant in agent dynamics, a first class member of the overall systems. This book originates from the First International Workshop on Environments for Multi-Agent Systems, E4MAS 2004, held in New York, NY, USA in July 2004 as a satellite workshop of AAMAS 2004. The 13 carefully selected reviewed and revised papers presented together with an introductory survey article of close to 50 pages are organized in topical sections on conceptual models, language for design and specification, simulation and environments, mediated coordination, and applications.

Secure Localization and Time Synchronization for Wireless Sensor and Ad Hoc Networks

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Publisher : Springer Science & Business Media
ISBN 13 : 0387462767
Total Pages : 396 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Secure Localization and Time Synchronization for Wireless Sensor and Ad Hoc Networks by : Radha Poovendran

Download or read book Secure Localization and Time Synchronization for Wireless Sensor and Ad Hoc Networks written by Radha Poovendran and published by Springer Science & Business Media. This book was released on 2007-12-03 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest research results in the area of secure localization for both wireless mobile ad hoc networks and wireless sensor networks. It is suitable as a text for computer science courses in wireless systems and security. It includes implementation studies with mica2 mote sensors. Due to the open spectrum nature of wireless communication, it is subject to attacks and intrusions. Hence the wireless network synchronization needs to be both robust and secure. Furthermore, issues such as energy constraints and mobility make the localization process even more challenging. The book will also interest developers of secure wireless systems.

Mobile Data Management

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Publisher : Springer Science & Business Media
ISBN 13 : 3540414541
Total Pages : 283 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Mobile Data Management by : Kian-Lee Tan

Download or read book Mobile Data Management written by Kian-Lee Tan and published by Springer Science & Business Media. This book was released on 2001-02-08 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Conference on Mobile Data Management, MDM 2001, held in Hong Kong, China in January 2001. The 18 revised full papers and five industrial papers presented together with eight posters were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on data management architectures, content delivery, data broadcasting, caching and hoarding, coping with movement, and network and systems issues.

Communication Systems and Networks

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Publisher : Springer
ISBN 13 : 3319672355
Total Pages : 369 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Communication Systems and Networks by : Nishanth Sastry

Download or read book Communication Systems and Networks written by Nishanth Sastry and published by Springer. This book was released on 2017-09-29 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the 9th International Conference on Communication Systems and Networks, COMSNETS 2017, held in Bengaluru, India, in January 2017.The 9 invited and 10 selected best papers have been carefully reviewed and selected from 192 submissions. They cover various topics in networking and communications systems.

Proceedings of the Eleventh International Network Conference (INC 2016)

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Author :
Publisher : Lulu.com
ISBN 13 : 1841024104
Total Pages : 194 pages
Book Rating : 4.8/5 (41 download)

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Book Synopsis Proceedings of the Eleventh International Network Conference (INC 2016) by : Paul Dowland

Download or read book Proceedings of the Eleventh International Network Conference (INC 2016) written by Paul Dowland and published by Lulu.com. This book was released on 2016 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains the proceedings of the Eleventh International Network Conference (INC 2016), which was held in Frankfurt, Germany, in July 2016. A total of 30 papers were accepted for inclusion in the conference. The main topics of the book include: Network Technologies; Mobile and Wireless Networking; Security and Privacy; Applications and Impacts. The papers address state-of-the-art research and applications of network technology, arising from both the academic and industrial domains. These proceedings should consequently be of interest to network practitioners, researchers, academics, and technical managers involved in the design, development and use of network systems.

Emerging Technologies for Developing Countries

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Publisher : Springer Nature
ISBN 13 : 3031639995
Total Pages : 210 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Emerging Technologies for Developing Countries by : Muthoni Masinde

Download or read book Emerging Technologies for Developing Countries written by Muthoni Masinde and published by Springer Nature. This book was released on with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Computer Science and Information Technology. Computer Science and Engineering

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Publisher : Springer
ISBN 13 : 3642273084
Total Pages : 683 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Advances in Computer Science and Information Technology. Computer Science and Engineering by : Natarajan Meghanathan

Download or read book Advances in Computer Science and Information Technology. Computer Science and Engineering written by Natarajan Meghanathan and published by Springer. This book was released on 2012-04-24 with total page 683 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three volume set LNICST 84 - LNICST 86 constitute the refereed proceedings ofthe Second International Conference on Computer Science and InformationTechnology, CCSIT 2012, held in Bangalore, India, in January 2012. The 70 revised full papers presented in this volume were carefullyreviewed and selected from numerous submissions and address all major fields ofthe Computer Science and Information Technology in theoretical, methodological,and practical or applicative aspects. The papers feature cutting-edge developmentand current research in computer science and engineering.

Cooperative Wireless Communications

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Publisher : CRC Press
ISBN 13 : 1420064703
Total Pages : 518 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Cooperative Wireless Communications by : Yan Zhang

Download or read book Cooperative Wireless Communications written by Yan Zhang and published by CRC Press. This book was released on 2009-03-10 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cooperative devices and mechanisms are increasingly important to enhance the performance of wireless communications and networks, with their ability to decrease power consumption and packet loss rate and increase system capacity, computation, and network resilience. Considering the wide range of applications, strategies, and benefits associated wit

Distributed Computing in Sensor Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3540352279
Total Pages : 579 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Distributed Computing in Sensor Systems by : Phil Gibbons

Download or read book Distributed Computing in Sensor Systems written by Phil Gibbons and published by Springer Science & Business Media. This book was released on 2006-06-09 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book constitutes the refereed proceedings of the Second International Conference on Distributed Computing in Sensor Systems, DCOSS 2006, held in San Francisco, California, USA in June 2006. The 33 revised full papers presented were carefully reviewed and selected from 87 submissions. The papers focus on distributed computing issues in large-scale networked sensor systems, including systematic design techniques and tools; they cover topics such as distributed algorithms and applications, programming support and middleware, data aggregation and dissemination, security, information fusion, lifetime maximization, and localization.

In-Band Full-Duplex Wireless Systems Handbook

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Publisher : Artech House
ISBN 13 : 1630817902
Total Pages : 440 pages
Book Rating : 4.6/5 (38 download)

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Book Synopsis In-Band Full-Duplex Wireless Systems Handbook by : Kenneth E Kolodziej

Download or read book In-Band Full-Duplex Wireless Systems Handbook written by Kenneth E Kolodziej and published by Artech House. This book was released on 2021-03-31 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many wireless systems could benefit from the ability to transmit and receive on the same frequency at the same time, which is known as In-Band Full-Duplex (IBFD). This technology could lead to enhanced spectral efficiency for future wireless networks, such as fifth-generation New Radio (5G NR) and beyond, and could enable capabilities and applications that were previously considered impossible, such as IBFD with phased array systems. In this exciting new book, experts from industry, academic, and federal research institutions discuss the various approaches that can be taken to suppress the inherent self-interference that is generated in IBFD systems. Both static and adaptive techniques that span across the propagation, analog and digital domains are presented. Details and measured results that encompass high-isolation antenna designs, RF, and photonic cancellation as well as signal processing approaches, which include beamforming and linear/non-linear equalization are detailed. Throughout this book, state-of-the-art IBFD systems that utilize these technologies will be provided as practical examples for various applications. Expert IBFD perspectives from multiple research organizations and companies, which would provide readers with the most accurate state-of-the-art approaches. This is the first book that dives into both the techniques that make IBFD systems possible as well as several different applications that use IBFD technology.

The Handbook of Ad Hoc Wireless Networks

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Publisher : CRC Press
ISBN 13 : 1420040405
Total Pages : 621 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis The Handbook of Ad Hoc Wireless Networks by : Mohammad Ilyas

Download or read book The Handbook of Ad Hoc Wireless Networks written by Mohammad Ilyas and published by CRC Press. This book was released on 2017-12-19 with total page 621 pages. Available in PDF, EPUB and Kindle. Book excerpt: A relative newcomer to the field of wireless communications, ad hoc networking is growing quickly, both in its importance and its applications. With rapid advances in hardware, software, and protocols, ad hoc networks are now coming of age, and the time has come to bring together into one reference their principles, technologies, and techniques. The Handbook of Ad Hoc Wireless Networks does exactly that. Experts from around the world have joined forces to create the definitive reference for the field. From the basic concepts, techniques, systems, and protocols of wireless communication to the particulars of ad hoc network routing methods, power, connections, traffic management, and security, this handbook covers virtually every aspect of ad hoc wireless networking. It includes a section that explores several routing methods and protocols directly related to implementing ad hoc networks in a variety of applications. The benefits of ad hoc wireless networks are many, but several challenges remain. Organized for easy reference, The Handbook of Ad Hoc Wireless Networks is your opportunity to gain quick familiarity with the state of the art, have at your disposal the only complete reference on the subject available, and prepare to meet the technological and implementation challenges you'll encounter in practice.

Security and Privacy Trends in the Industrial Internet of Things

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Author :
Publisher : Springer
ISBN 13 : 3030123308
Total Pages : 312 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Security and Privacy Trends in the Industrial Internet of Things by : Cristina Alcaraz

Download or read book Security and Privacy Trends in the Industrial Internet of Things written by Cristina Alcaraz and published by Springer. This book was released on 2019-05-13 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, written by leaders in the protection field of critical infrastructures, provides an extended overview of the technological and operative advantages together with the security problems and challenges of the new paradigm of the Internet of Things in today’s industry, also known as the Industry Internet of Things (IIoT). The incorporation of the new embedded technologies and the interconnected networking advances in the automation and monitoring processes, certainly multiplies the functional complexities of the underlying control system, whilst increasing security and privacy risks. The critical nature of the application context and its relevance for the well-being of citizens and their economy, attracts the attention of multiple, advanced attackers, with stealthy abilities to evade security policies, ex-filter information or exploit vulnerabilities. Some real-life events and registers in CERTs have already clearly demonstrated how the control industry can become vulnerable to multiple types of advanced threats whose focus consists in hitting the safety and security of the control processes. This book, therefore, comprises a detailed spectrum of research papers with highly analytical content and actuation procedures to cover the relevant security and privacy issues such as data protection, awareness, response and resilience, all of them working at optimal times. Readers will be able to comprehend the construction problems of the fourth industrial revolution and are introduced to effective, lightweight protection solutions which can be integrated as part of the new IIoT-based monitoring ecosystem.