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2026

HQE-MUSIC for Direction-of-Arrival Estimation Using Vector-Sensor Arrays: Modeling, Analysis, and Optimization

For vector sensors (VSs) comprising multiple components, quaternion embedding (QE) is a promising modeling approach that provides an elegant algebraic representation and captures cross-component correlations. In particular, the quaternion formalism facilitates diverse signal models. By coupling this advantage with the...

Yi Lou, Xing-Hao Qu, Yang Yang et al. · 0 citations
#machine learning Preprint Sep 2026

Semantic-Aware Joint Source-Channel Optimization for Encoder-Agnostic Digital Video Communication

Video semantic communication has attracted increasing attention as a promising approach to improving video transmission efficiency. However, most existing approaches rely on computationally intensive deep learning-based video encoders and decoders, which hinders their deployment in resource-constrained scenarios. To ad...

Xiang-Ben Zhu, Cai-Li Guo, Yang Yang et al. · 0 citations

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