03076nam 22005533 450 991102002160332120241102060311.0978139418311113941831199781394183104139418310097813941830981394183097(MiAaPQ)EBC31745421(Au-PeEL)EBL31745421(CKB)36456010500041(Exl-AI)31745421(Perlego)4617491(EXLCZ)993645601050004120241102d2024 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierIoT Signal Detection1st ed.Newark :John Wiley & Sons, Incorporated,2024.©2024.1 online resource (208 pages)9781394183081 1394183089 Cover -- Title Page -- Copyright -- Contents -- List of Figures -- List of Algorithms -- About the Authors -- Foreword -- Preface -- Acknowledgements -- Acronyms -- Chapter 1 Introduction -- 1.1 IoT in 5G -- 1.1.1 What Is IoT -- 1.1.2 Applications of IoT -- 1.1.3 Future of IoT -- 1.2 IoT Networks -- 1.3 Characteristics of IoT Signals -- 1.4 Outline -- Chapter 2 Background of IoT Signal Detection -- 2.1 Random Access -- 2.1.1 Grant‐based Random Access -- 2.1.2 Grant‐free Random Access -- 2.2 Signal Detection Methods -- 2.2.1 System Model -- 2.2.2 ML Detection -- 2.2.3 ZF Detection -- 2.2.4 MMSE Detection -- 2.2.5 MCMC Detection -- 2.2.6 VI DetectionGenerated by AI.This book delves into the complexities and methodologies of signal detection within the Internet of Things (IoT) context, particularly in relation to 5G technology. It provides a comprehensive exploration of various signal detection techniques, including sparse signal detection, collided signal detection, and multiple delay estimation. The book is designed to serve as a resource for both graduate students and practitioners in the fields of communications and technology, offering insights into the challenges of IoT networks, signal collision, and access congestion. It also covers advanced topics such as backscatter signal detection, NOMA signal analysis, and multicluster coordination in signal design. The authors aim to equip readers with the necessary theoretical and practical knowledge to address current and future challenges in IoT signal detection.Generated by AI.Signal processingGenerated by AIInternet of thingsGenerated by AISignal processingInternet of thingsHan Rui1838477Wang Jingjing1061629Bai Lin945765Liu Jianwei1368631MiAaPQMiAaPQMiAaPQBOOK9911020021603321IoT Signal Detection4417453UNINA