236 citations · 309 across the 3 of their papers we have counts for
5 papers
Asynchronous Distributed ADMM for Large-Scale Optimization- Part II: Linear Convergence Analysis and Numerical Performance
Tsung-Hui Chang, Wei-Cheng Liao, Mingyi Hong +1
The alternating direction method of multipliers (ADMM) has been recognized as a versatile approach for solving modern large-scale machine learning and signal processing problems ef…
Asynchronous Distributed ADMM for Large-Scale Optimization- Part I: Algorithm and Convergence Analysis
Tsung-Hui Chang, Mingyi Hong, Wei-Cheng Liao +1
Aiming at solving large-scale learning problems, this paper studies distributed optimization methods based on the alternating direction method of multipliers (ADMM). By formulating…
Cross Layer Provision of Future Cellular Networks
H. Baligh, M. Hong, W. -C. Liao +4
To cope with the growing demand for wireless data and to extend service coverage, future 5G networks will increasingly rely on the use of low powered nodes to support massive conne…
Min Flow Rate Maximization for Software Defined Radio Access Networks
Wei-Cheng Liao, Mingyi Hong, Hamid Farmanbar +3
We consider a heterogeneous network (HetNet) of base stations (BSs) connected via a backhaul network of routers and wired/wireless links with limited capacity. The optimal provisio…
Base Station Activation and Linear Transceiver Design for Optimal Resource Management in Heterogeneous Networks
Wei-Cheng Liao, Mingyi Hong, Ya-Feng Liu +1
In a densely deployed heterogeneous network (HetNet), the number of pico/micro base stations (BS) can be comparable with the number of the users. To reduce the operational overhead…