From Centralised Data Centers to Decentralised AI Training: Why Algorithms Are Changing Who Controls AI

The history of AI training has been shaped by the limits of communication. For years, progress depended on placing machines ...
Frontiers

Signal Processing for Representation Learning: Theoretical Foundations and Emerging Applications

Representation learning lies at the core of modern artificial intelligence, enabling neural networks to uncover meaningful, ...
IEEE

An Outlier Processing Method Integrating Data Snooping and Quasi-Accurate Detection for Incomplete Carrier Phase Measurements

Abstract: Global navigation satellite system (GNSS) radio signals are extremely susceptible to interference in urban environments, and even multifrequency geodetic receiver observation data are often ...
IEEE

An Improved Processing Method for Low-Frequency Spaceborne Full-Polarimetric SAR Data Affected by Ionospheric Faraday Rotation

Abstract: Spaceborne full-polarimetric (FP) synthetic aperture radar (SAR) system operating at low frequency (such as L- or P-band) is a powerful microwave sensor used to capture the Earth’s surface ...