Buch, Englisch, 206 Seiten, Format (B × H): 152 mm x 229 mm, Gewicht: 340 g
Opportunities and Challenges
Buch, Englisch, 206 Seiten, Format (B × H): 152 mm x 229 mm, Gewicht: 340 g
ISBN: 978-0-12-823817-2
Verlag: William Andrew Publishing
As such, intelligent wireless networks will be designed to leverage advanced wireless communications and mobile computing technologies to support AI-enabled applications at various edge mobile devices with limited communication, computation, hardware and energy resources.
Zielgruppe
Scientists and researchers, postgraduates, undergraduates, practitioners and professionals in electronic engineering and computer science
Autoren/Hrsg.
Fachgebiete
- Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Mobilfunk
- Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Drahtlostechnologie
- Technische Wissenschaften Technik Allgemein Computeranwendungen in der Technik
- Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Wissenschaft & Technologie
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
Weitere Infos & Material
I. Introduction and Overview 1. Primer on Artificial Intelligence 2. Overview of Edge AI Systems
II. Edge Inference 3. Model Compression for On-Device Inference 4. Wireless MapReduce for Device Distributed Inference 5. Wireless Cooperative Transmission for Edge Inference
III. Edge Training 6. Over-the-Air Computation for Federated Learning 7. Blind Over-the-Air Computation for Federated Learning 8. Reconfigurable Intelligent Surface Aided Federated Learning System
IV. Future Directions 9. Communication-Efficient Algorithms for Edge AI 10. Future Research Directions