Machine Learning for Low-Latency Communications

by Yinan Zou, Youlong Wu, Yong Zhou

Machine Learning for Low-Latency Communications presents the principles and practice of various deep learning methodologies for mitigating three critical latency components: access latency, transmission latency, and processing latency. In particular, the book develops learning to estimate methods via algorithm unrolling and multiarmed bandit for reducing access latency by enlarging the number of concurrent transmissions with the same pilot...

• Format: Paperback
• Language: English
• ISBN: 0443220735
• ISBN13: 9780443220739
• Release Date: November 2024
• Publisher: Academic Press
• Length: 366 Pages