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Beschreibung
Perception of human beings has evolved from natural biosensor to powerful sensors and sensor networks. In sensor networks, trillions of devices are interconnected and sense a broad spectrum of contexts for human beings, laying the foundation of Internet of Things (IoT). However, sensor technologies have several limitations relating to deployment cost and usability, which render them unacceptable… for practical use. Consequently, the pursuit of convenience in human perception necessitates a wireless, sensorless and contactless sensing paradigm. Recent decades have witnessed rapid developments in wireless sensing technologies, in which sensors detect wireless signals (such as acoustic, light, and radio frequency) originally designed for data transmission or lighting. By analyzing the signal measurements on the receiver end, channel characteristics can be obtained to convey the sensing results. Currently, significant effort is being devoted to employing the ambient Wi-Fi, RFID, Bluetooth, ZigBee, and television signals for smart wireless sensing, eliminating the need for dedicated sensors and promoting the prospect of the Artificial Intelligence of Things (AIoT). This book provides a comprehensive and in-depth discussion of wireless sensing technologies. Specifically, with a particular focus on Wi-Fi-based sensing for understanding human behavior, it adopts a top-down approach to introduce three key topics: human detection, localization, and activity recognition. Presenting the latest advances in smart wireless sensing based on an extensive review of state-of-the-art research, it promotes the further development of this area and also contributes to interdisciplinary research. 160,49 €
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Technische Daten
Erscheinungsdatum
29.10.2022
Sprache
Englisch
EAN
9789811656606
Herausgeber
Springer Singapore
Sonderedition
Nein
Autor
Zheng Yang, Kun Qian, Chenshu Wu, Yi Zhang
Seitenanzahl
234
Auflage
1
Einbandart
Broschiert
Buch Untertitel
From IoT to AIoT
Schlagwörter
Wireless Sensing, Cyber Physical Systems, Internet of Things, IoT, Artificial Intelligence of Things, AIoT, Mobile Computing, Pervasive Computing
Thema-Inhalt
TJF - Elektronik
GPFC - Kybernetik und Systemtheorie
UYZ - Mensch-Computer-Interaktion
UYD - Systemanalyse und -design
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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