Isbn: 9780443220739 - Machine Learning for Low-latency Communications (9 results)

Paperback. Condition: new. Paperback. Machine Learning for Low-Latency Communications Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Condition: New. Presents the challenges and opportunities of leveraging data and model-driven machine learning methodologies for achieving low-latency communicationsExplains the principles and practices of modern machine learning algorithms (e.g., algorith.

Paperback. Condition: Brand New. 365 pages. 9.25x7.50x0.63 inches. In Stock.

Condition: Hervorragend. Zustand: Hervorragend | Sprache: Englisch | Produktart: Bücher | 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 length. Task-oriented learning to compress methods based on information bottleneck are given to reduce the transmission latency via avoiding unnecessary data transmission.Lastly, three learning to optimize methods for processing latency reduction are given which leverage graph neural networks, multi-agent reinforcement learning, and domain knowledge. Low-latency communications attracts considerable attention from both academia and industry, given its potential to support various emerging applications such as industry automation, autonomous vehicles, augmented reality and telesurgery. Despite the great promise, achieving low-latency communications is critically challenging. Supporting massive connectivity incurs long access latency, while transmitting high-volume data leads to substantial transmission latency.…

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Paperback. Condition: new. Paperback. Machine Learning for Low-Latency Communications Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.

Condition: New. 2024. paperback. . . . . . Books ship from the US and Ireland.

Softcover. Condition: gut. 2024. Machine Learning for Low-Latency Communications In englischer Sprache. pages.

Condition: New. 2024. paperback. . . . . .