Cantitate/Preț
Produs
Total produse
Vezi coșul
LoRa Localization: System Design and Performance Analysis de Zhiguo Shi

LoRa Localization: System Design and Performance Analysis : SpringerBriefs in Computer Science

Autor Zhiguo Shi, Chaojie Gu, Shibo He, Kang Hu
en Limba Engleză Hardback – 11 ian 2024
This book delves deep into the world of low-power Internet of  Things (IoT) node positioning, in an era where IoT is revolutionizing connectivity and communication. It focuses on the critical aspect of accurate node positioning, which has transformative potential across various industrial applications. Specifically, this book explores how LoRa (Long Range) technology, known for its long-range wireless capabilities, low power consumption and cost-effectiveness. It can be harnessed to achieve precise and efficient node localization in both indoor and outdoor environments.
In Chapter 1, readers are introduced to the landscape of low-power IoT, providing background information, discussing network architecture and exploring the research landscape surrounding node positioning. Chapter 2 presents a modular hardware platform tailored for IoT applications and delves into wireless positioning techniques. Chapter 3 takes readers on a journey through wide area location using signal flight time and optimization techniques, emphasizing high accuracy, while keeping power consumption low. Chapter 4 showcases a cost-effective LoRa Mesh networking-based positioning system with wide-area coverage capabilities. This book continues by addressing the intricacies of indoor positioning challenges in Chapter 5, leveraging signal arrival angles and antenna array structures for precise localization. Chapter 6 explores fusion localization and tracking through mobile robots, enhancing position estimation and trajectory tracking in diverse environments. Finally, Chapter 7 offers a comprehensive conclusion, summarizing key insights and proposing future research directions in LoRa's fusion positioning for both indoor and outdoor scenarios.
This book is designed for researchers, engineers, and practitioners keen on unlocking the potential of low-power IoT node positioning and contributing to the advancement of IoT technologies. Advanced level students in computer science and electrical engineering interested in this topic will find this book useful as well.

Citește tot Restrânge

Din seria SpringerBriefs in Computer Science

  • 20% Deep Learning in Smart eHealth Systems: Evaluation Leveraging for Parkinson’s Disease
    Preț: 29023 lei
  • Foundations of Blockchain: Theory and Applications
    Preț: 46624 lei
  • 20% Experience with Technology: Dynamics of User Experience with Mobile Media Devices
    Preț: 31907 lei
  • Mobile Edge Caching in Heterogeneous Vehicular Networks
    Preț: 43749 lei
  • 20% Feature Models: AI-Driven Design, Analysis and Applications
    Preț: 16697 lei
  • 20% Belief Revision in Non-Classical Logics
    Preț: 12062 lei
  • 20% Art, Design and Technology: Collaboration and Implementation
    Preț: 33565 lei
  • 20% Concepts, Ontologies, and Knowledge Representation
    Preț: 39870 lei
  • 20% ITIL® 2011 At a Glance
    Preț: 31651 lei
  • 20% Lossy Image Compression: Domain Decomposition-Based Algorithms
    Preț: 31651 lei
  • 20% A Survey of Data Leakage Detection and Prevention Solutions
    Preț: 31632 lei
  • 20% Sentiment Analysis for PTSD Signals
    Preț: 31587 lei
  • 20% Glazed Panel Construction with Human-Robot Cooperation
    Preț: 31537 lei
  • Interworking of Wireless LANs and Cellular Networks
    Preț: 36791 lei
  • 20% Data Dissemination and Query in Mobile Social Networks
    Preț: 22794 lei
  • 20% Software Similarity and Classification
    Preț: 31651 lei
  • 20% Service Placement in Ad Hoc Networks
    Preț: 31765 lei
  • 20% Two-Dimensional Change Detection Methods: Remote Sensing Applications
    Preț: 31569 lei
  • 20% Traffic Measurement on the Internet
    Preț: 31601 lei
  • 20% The Design of Cloud Workflow Systems
    Preț: 31683 lei
  • 20% Demand-Driven Associative Classification
    Preț: 31765 lei
  • 20% Autonomic Cooperative Networking
    Preț: 31696 lei
  • 20% Real-Time Detection of Lines and Grids: By PClines and Other Approaches
    Preț: 31569 lei
  • 20% Querying Moving Objects Detected by Sensor Networks
    Preț: 31555 lei
  • 20% Visual Indexing and Retrieval
    Preț: 31696 lei
  • Network Robustness under Large-Scale Attacks
    Preț: 36658 lei
  • Scalable Parallel Programming Applied to H.264/AVC Decoding
    Preț: 34150 lei
  • 20% Evolutionary Game Design
    Preț: 31797 lei
  • Social Media Audit: Measure for Impact
    Preț: 33756 lei
  • Peer-to-Peer Query Processing over Multidimensional Data
    Preț: 36923 lei
  • Group Cell Architecture for Cooperative Communications
    Preț: 36962 lei
  • 20% Intermittently Connected Mobile Ad Hoc Networks: from Routing to Content Distribution
    Preț: 31765 lei
  • 20% Criminal Justice Forecasts of Risk: A Machine Learning Approach
    Preț: 34518 lei
  • 20% Interactive Co-segmentation of Objects in Image Collections
    Preț: 31487 lei
  • 20% Event-Driven Surveillance: Possibilities and Challenges
    Preț: 31569 lei
  • 20% A Primer of Multicast Routing
    Preț: 31765 lei
  • 20% Spatial AutoRegression (SAR) Model: Parameter Estimation Techniques
    Preț: 31555 lei
  • Rhodes Framework for Android™ Platform and BlackBerry® Smartphones
    Preț: 36695 lei
  • 20% Automated Configuration Problem Solving
    Preț: 31376 lei
  • 20% Power Distribution and Performance Analysis for Wireless Communication Networks
    Preț: 31683 lei
  • 20% Mobile Authentication: Problems and Solutions
    Preț: 31765 lei
  • 20% Repairing and Querying Databases under Aggregate Constraints
    Preț: 22712 lei
  • 20% Spatio-temporal Networks: Modeling and Algorithms
    Preț: 29495 lei
  • 20% Entropy Guided Transformation Learning: Algorithms and Applications
    Preț: 31601 lei
  • Applications of Algebra to Communications, Control, and Signal Processing
    Preț: 40002 lei
  • 20% Video Processing in the Cloud
    Preț: 31505 lei
  • 20% Guide to ILDJIT
    Preț: 31683 lei
  • 20% Context Management for Distributed and Dynamic Context-Aware Computing
    Preț: 31651 lei
  • 20% Bootstrapping Trust in Modern Computers
    Preț: 31729 lei
  • 20% Decentralized Reasoning in Ambient Intelligence
    Preț: 31729 lei

Preț: 75636 lei

Preț vechi: 94545 lei
-20% Nou

Puncte Express: 1135
Preț estimativ în valută:
14475€ • 15036$ • 12024£

Carte nepublicată încă


Wish list
Gift list
Am citit!
Adaugă în listă
Doresc să fiu notificat când acest titlu va fi disponibil:
Trimite
Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9783031480072
ISBN-10: 3031480074
Ilustrații: X, 98 p.
Dimensiuni: 155 x 235 mm
Ediția:1st ed. 2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria SpringerBriefs in Computer Science

Locul publicării:Cham, Switzerland

Cuprins

1 Introduction

1.1 Background 
1.1.1 Internet of Things (IoT)
1.1.2 Low Power Wide Area Network (LPWAN)
1.1.3 Location-based Internet of Things Services and Industrial Applications
1.2 Current Situation and Challenge
1.2.1 Challenges and Contributions
1.3 Book Organization
References​
2 Wireless Localization Model and Hardware Foundation
2.1 LoRa and its Ranging Engine
2.1.1 LoRa Network Structure
2.1.2 LoRa Nodes Distance Estimation
2.1.3 LoRa Nodes Angle Estimation
2.2 Angle of Arrival (AoA) Estimation
2.3 Hardware
2.3.1 Hardware Platform Design
2.3.2 Heterogeneous Devices and Protocol Interface Design
References
3 LoRa-based Mobile Localization System
3.1 System Model
3.1.1 System Overview
3.1.2 Localization Model
3.2 Distance and Location Estimation
3.2.1 Distance Estimation
3.2.2 Anchor Location Estimation
3.3 Localization Optimization
3.4 Implementation and Evaluation
 3.4.1 System Implementation
3.4.2 Localization Simulations
3.4.3 System Evaluation
3.5 Summary
References
4 Wide-Area Localization System Based on LoRa Mesh
4.1 Hardware Design
4.2 LoRa Mesh Protocol Design
4.2.1 The Structure of the Mesh Protocol
4.2.2 Route Discovery and Maintenance
4.2.3 Routing Algorithm 
4.3 LoRa Ranging and Localization 
4.3.1 Localization Workflow
4.3.2 Ranging Algorithm
4.3.3 Localization Algorithm
4.4 Implementation
4.4.1 Control and Visualization Interface
4.4.2 Anchors Deployment 
4.5 Evaluation
4.5.1 Ranging Experiment 
4.5.2 Positioning Experiment
4.6 Summary
References
5 Enable Angle of Arrival in LoRa for Efficient Indoor Localization
5.1 Problem formulation and Challenges
5.2 Redesign of LoRa Gateway and Ranging Procedure
5.2.1 Gateway Redesign
5.2.2 Leveraging Ranging Difference
5.2.3 Ranging Procedure Redesign
5.3 Improving AoA Estimation via Rotation
5.3.1 Binary AoA Classification
5.3.2 Virtual Array
5.3.3 AoA Calculation
5.4 Implementation and Applications
5.4.1 Implementation
5.4.2 Applications
5.5 Performance Evaluation
5.5.1 Ranging Difference Estimation 
5.5.2 AoA Estimation
5.5.3 NLoS Localization 
5.5.4 Power Consumption Evaluation 
5.6 Summary
References 
6 LoRa-based Indoor Tracking System for Mobile Robots
6.1 Estimating the AoA
6.1.1 AoA Estimation with an Antenna Array
6.1.2 Minimize Ranging Interval 
6.2 Eliminating the Blind Area
 . 6.3 Estimating Target Movement 
6.3.1 Target Motion Model
6.3.2 Real-Time Frequency Estimation
6.4 System Implementation
6.5 Performance Evaluation
6.5.1 Indoor Experiments
6.5.2 Deploy Ability Investigation
6.6 Summary
References
7 Conclusion and Future Directions
7.1 Concluding Remarks 
7.2 Future Directions 

Notă biografică

Zhiguo Shi received the B.S. and Ph.D. degrees in electronic engineering from Zhejiang University, Hangzhou, China, in 2001 and 2006, respectively. Since 2006, he has been a faculty member with the College of Information Science and Electronic Engineering, Zhejiang University, where he is currently a full professor. From 2011 to 2013, he was visiting the Broadband Communications Research Group, University of Waterloo, Waterloo, ON, Canada. His current research interests include array signal processing, target tracking and positioning, IoT system design, and anti-drone system technic and system. He has more than 100 issued patents. He is serving/served as an AE of IEEE Signal Processing Letters, IEEE Transactions on Vehicular Technology, IEEE Network, IET Communications, and Journal of The Franklin Institute. He served as the general co-chair of IEEE SAM 2020, and will serve as the TPC co-chair of IEEE/CIC ICCC 2024

Chaojie Gu received the B.Eng. degree from Harbin Institute of Technology, China, in 2016, and the Ph.D. degree in computer science and engineering from Nanyang Technological University, Singapore, in 2020. He was a Research Fellow with Singtel Cognitive and Artificial Intelligence Lab for Enterprise (SCALE) in 2021. He is an Assistant Professor with the College of Control Science and Engineering, Zhejiang University, Hangzhou, China. His research interests include IoT, industrial IoT, edge computing, and low power wide area network.

Shibo He received the Ph.D. degree in control science and engineering from Zhejiang University, Hangzhou, China, in 2012. He is currently a Professor with Zhejiang University. He was an Associate Research Scientist in 2014 for two months and a Post-Doctoral Scholar from 2012 to 2014 with Arizona State University, Tempe, AZ, USA. From 2010 to 2011, he was a Visiting Scholar with the University of Waterloo, Waterloo, ON, Canada. His current research interests include wireless sensor networks, crowdsensing, and big data analysis. Dr. He serves on the Editorial Board of the IEEE Transactions on Vehicular Technology, Springer’s Peer-to-Peer Networking and Application and KSII Transactions on Internet and Information Systems. He has been a Guest Editor of Elsevier's Computer Communications and Hinda WI’s International Journal of Distributed Sensor Networks.

Kang Hu received the B.Sc. degree from the School of Mechanical Engineering and Electronic Information, China University of Geosciences, Wuhan, China, in 2017, and the Ph.D. degree from Zhejiang University, Hangzhou, China, in 2022. He is currently working for the IoT department of Alibaba. His research interests include low-power wide-area networks and localization.

Textul de pe ultima copertă



Caracteristici

connection between theories and practical usage for readers
Integrates all knowledge in one source for readers
Indepth analysis for all solutions