Search Results for author: Qinwen Deng

Found 6 papers, 1 papers with code

OTFS Signaling for SCMA With Coordinated Multi-Point Vehicle Communications

no code implementations17 Feb 2023 Yao Ge, Qinwen Deng, David González G., Yong Liang Guan, Zhi Ding

This paper investigates an uplink coordinated multi-point (CoMP) coverage scenario, in which multiple mobile users are grouped for sparse code multiple access (SCMA), and served by the remote radio head (RRH) in front of them and the RRH behind them simultaneously.

Image Processing via Multilayer Graph Spectra

no code implementations31 Aug 2021 Songyang Zhang, Qinwen Deng, Zhi Ding

Graph signal processing (GSP) has become an important tool in image processing because of its ability to reveal underlying data structures.

Edge Detection Hyperspectral Image Segmentation +3

Signal Processing over Multilayer Graphs: Theoretical Foundations and Practical Applications

1 code implementation31 Aug 2021 Songyang Zhang, Qinwen Deng, Zhi Ding

To generalize traditional graph signal processing (GSP) over multilayer graphs for analyzing multi-level signal features and their interactions, this work proposes a tensor-based framework of multilayer graph signal processing (M-GSP).

An Efficient Hypergraph Approach to Robust Point Cloud Resampling

no code implementations11 Mar 2021 Qinwen Deng, Songyang Zhang, Zhi Ding

Efficient processing and feature extraction of largescale point clouds are important in related computer vision and cyber-physical systems.

Point Cloud Resampling Through Hypergraph Signal Processing

no code implementations12 Feb 2021 Qinwen Deng, Songyang Zhang, Zhi Ding

By directly estimating hypergraph spectrum based on hypergraph stationary processing, we design a spectral kernel-based filter to capture high-dimensional interactions among point signal nodes and to better preserve object surface outlines.

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