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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Datenkommunikation & Netzwerke Intelligent Localization for Integrated Sensing and Communication
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Intelligent Localization for Integrated Sensing and Communication
Xiaoqiang Zhu, Yuan Liu, Chunpeng Wang (Broschiert, Englisch)
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Beschreibung
Integrated Sensing and Communication (ISAC) systems. As 6G networks advance, the need for more efficient data collection, more intelligent system adaptability, and more accurate localization results. Traditional outdoor localization methods like GPS are limited indoors due to signal blockages, underscoring the need for innovative indoor localization technologies to meet the evolving requirements… of modern applications. This "Open Access" book addresses key challenges in indoor localization using Channel State Information (CSI) and machine learning. It covers three core aspects: 1. More Efficient CSI Collection: Reducing human intervention in the data collection process through automated methods while ensuring high-quality, reliable data. 2. More Intelligent CSI Updates: Developing adaptive mechanisms that allow for real-time updates of CSI values, ensuring system robustness and flexibility in dynamic environments. 3. More Accurate Localization Applications: Employing advanced machine learning algorithms to improve localization precision, even in complex indoor settings. Through comprehensive theoretical insights and real-world experimental studies, this book presents the latest advancements in CSI-based indoor localization systems. The various machine learning techniques explored demonstrate their robustness and adaptability in real-world settings. Ideal for researchers, engineers, and students, this "Open Access" book provides both foundational and cutting-edge knowledge for anyone interested in developing intelligent indoor localization systems. Whether you’re new to the field or an experienced professional, this "Open Access" book offers valuable insights for advancing localization technologies in the age of ISAC and 6G. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
02.10.2025
Sprache
Englisch
EAN
9789819693849
Herausgeber
Springer Singapore
Serien- oder Bandtitel
SpringerBriefs in Computer Science
Sonderedition
Nein
Autor
Xiaoqiang Zhu, Yuan Liu, Chunpeng Wang
Seitenanzahl
149
Einbandart
Broschiert
Buch Untertitel
Machine Learning-Driven Approaches
Schlagwörter
Open Access, Indoor Fingerprint Localization, Channel State Information, Location Based Services, Machine Learning, Integrated Sensing and Communication, Wireless Sensor Networks, Internet of Things
Thema-Inhalt
UKN - Netzwerk-Hardware
UT - Computernetzwerke und maschinelle Kommunikation
UMS - App-Programmierung, Programmierung für Mobil-Geräte
TJKW - Drahtlostechnologie
TJF - Elektronik
UYS - Digitale Signalverarbeitung (DSP)
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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