1 citations · 3 across the 7 of their papers we have counts for
8 papers
Greedier is Better: Selecting Multiple Neighbors per Iteration for Sparse Subspace Clustering
Jwo-Yuh Wu, Liang-Chi Huang, Wen-Hsuan Li +2
Sparse subspace clustering (SSC) using greedy-based neighbor selection, such as orthogonal matching pursuit (OMP), has been known as a popular computationally-efficient alternative…
Sparse Affine Sampling: Ambiguity-Free and Efficient Sparse Phase Retrieval
Ming-Hsun Yang, Y. -W. Peter Hong, Jwo-Yuh Wu
Conventional sparse phase retrieval schemes can recover sparse signals from the magnitude of linear measurements only up to a global phase ambiguity. This work proposes a novel app…
Provable Noisy Sparse Subspace Clustering using Greedy Neighbor Selection: A Coherence-Based Perspective
Jwo-Yuh Wu, Wen-Hsuan Li, Liang-Chi Huang +3
Sparse subspace clustering (SSC) using greedy-based neighbor selection, such as matching pursuit (MP) and orthogonal matching pursuit (OMP), has been known as a popular computation…
Sparse Subspace Clustering via Two-Step Reweighted L1-Minimization: Algorithm and Provable Neighbor Recovery Rates
Jwo-Yuh Wu, Liang-Chi Huang, Ming-Hsun Yang +1
Sparse subspace clustering (SSC) relies on sparse regression for accurate neighbor identification. Inspired by recent progress in compressive sensing, this paper proposes a new spa…
Fusion-Based Cooperative Support Identification for Compressive Networked Sensing
Ming-Hsun Yang, Jwo-Yuh Wu, Tsang-Yi Wang +2
This paper proposes a fusion-based cooperative support identification scheme for distributed compressive sparse signal recovery via resource-constrained wireless sensor networks. T…
MmWave UAV Networks with Multi-cell Association: Performance Limit and Optimization
Chun-Hung Liu, Kai-Hsiang Ho, Jwo-Yuh Wu
This paper aims to exploit the fundamental limits on the downlink coverage and spatial throughput performances of a cellular network comprised of a tier of unmanned aerial vehicle…