Cognitive sensing systems combined with IoTs and smart technologies are used in countless applications such as industrial robotics, computer-aided diagnosis, brain-computer interface (BCI), human-computer interaction (HCI), telemedicine, driverless cars and smart energy systems.
With contributions from an international team of experts from a wide range of research areas including sensing, computer vision, signal processing and device and control applications, this book highlights the emerging role of cognitive sensors in a growing number of real time applications including smart health, smart cities, smart transportation and smart agriculture.
The volume will be suitable for a broad audience of researchers in the fields of smart sensing, signal processing, automation and robotics, environmental engineering, energy engineering, biomedical engineering and allied disciplines where smart sensors are part of the curriculum.
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Written by an international team of experts from a wide range of research areas, this book highlights the emerging role of cognitive sensors in a growing number of real time applications including smart health, smart cities, smart transportation, smart energy and smart agriculture.
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Chapter 1: Introduction to cognitive sensing technologies and applicationsChapter 2: Hardware architectures for some sparse signal recovery approachesChapter 3: Performance evaluation of cognitive sensor frameworks for IoT applications in healthcare and environment monitoringChapter 4: Cognitive sensors for rehabilitation and therapeutic treatmentChapter 5: An ensemble machine learning-based intelligent system for human activity recognition using sensory dataChapter 6: Challenges in the acquisition of non-invasive brain signals - electroencephalographic signals (EEG)Chapter 7: Cognitive task and workload classification using EEG signalChapter 8: Automatic detection of Parkinson's disease using non-linear signal decomposition and machine learning techniquesChapter 9: A review on gait kinematics acquisition sensors and its advancements in IoT and machine learningChapter 10: Cognitive IoT sensors for smart industrial and biomedical applicationsChapter 11: Intelligent automation using IoT and machine learningChapter 12: Recent trends in applications of cognitive sensors for smart manufacturing and controlChapter 13: A systematic study on cognitive sensors in robotics, UAVs, and dronesChapter 14: Sensor data fusion and processing in smart agriculture: crop quality assessment, crop damage, smart planningChapter 15: Incremental learning of plant diseases and new plant types: moving towards a smart agriculture systemChapter 16: Disaster susceptibility analysis in remote sensingChapter 17: Topological assessment of road transportation networkChapter 18: Future perspective and research direction in cognitive sensing technologies
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Produktdetaljer
ISBN
9781839536892
Publisert
2023-08-22
Utgiver
Vendor
Institution of Engineering and Technology
Høyde
234 mm
Bredde
156 mm
Aldersnivå
U, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
502
Redaktør