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Wireless for Machine Learning: A Survey (Foundations and Trends® in Signal Processing)

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£73.00 £52.62 £57.06 £61.51 £65.96 £70.41 £74.85 24 October 2024 15 April 2025 06 October 2025 28 March 2026 18 September 2026
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40 days 11 days 33 days 16 days 75 days 16 days 29 days 475 days · current 0 119 238 356 475 £55 £56 £59 £63 £68 £70 £72 £73 Days at Price

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Most common price: £73 (475 days, 68.3%)

Price range: £55 - £73

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Description

This monograph covers the topic of Wireless for Machine Learning (ML). Although the general intersection of ML and wireless communications is currently a prolific field of research that has already generated multiple publications, there is little review work on Wireless for ML. As data generation increasingly takes place on devices without a wired connection, ML related traffic will be ubiquitous in wireless networks. Research has shown that traditional wireless protocols are highly inefficient or unsustainable to support ML, which creates the need for new wireless communication methods. This monograph gives an exhaustive review of the state-of-the-art wireless methods that are specifically designed to support ML services over distributed datasets. Currently, there are two clear themes within the literature, analog over-the-air computation and digital radio resource management optimized for ML. A comprehensive introduction to these methods is presented, reviews are made of the most important works, open problems are highlighted and application scenarios are discussed.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
30 June 2022
Listed Since
12 June 2022

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