activity
20112026
most citedLearning to Optimize: Training Deep Neural Networks for Wireless Resource Management

895 citations · 5.3k across the 104 of their papers we have counts for

collaborators
Showing 2012 · cs.ITShow all

8 papers · 2 filters

cs.IT2012★ 9 cited

Decomposition by Successive Convex Approximation: A Unifying Approach for Linear Transceiver Design in Heterogeneous Networks

Mingyi Hong, Qiang Li, Ya-Feng Liu

We study the downlink linear precoder design problem in a multi-cell dense heterogeneous network (HetNet). The problem is formulated as a general sum-utility maximization (SUM) pro…

cs.IT2012

Joint User Grouping and Linear Virtual Beamforming: Complexity, Algorithms and Approximation Bounds

Mingyi Hong, Zi Xu, Meisam Razaviyayn +1

In a wireless system with a large number of distributed nodes, the quality of communication can be greatly improved by pooling the nodes to perform joint transmission/reception. In…

cs.IT2012

Linear Transceiver Design for a MIMO Interfering Broadcast Channel Achieving Max-Min Fairness

Meisam Razaviyayn, Mingyi Hong, Zhi-Quan Luo

We consider the problem of linear transceiver design to achieve max-min fairness in a downlink MIMO multicell network. This problem can be formulated as maximizing the minimum rate…

cs.IT2012★ 19 cited

Joint Access Point Selection and Power Allocation for Uplink Wireless Networks

Mingyi Hong, Alfredo Garcia, Jorge Barrera +1

We consider the distributed uplink resource allocation problem in a multi-carrier wireless network with multiple access points (APs). Each mobile user can optimize its own transmis…

cs.IT2012★ 17 cited

Signal Processing and Optimal Resource Allocation for the Interference Channel

Mingyi Hong, Zhi-Quan Luo

In this article, we examine several design and complexity aspects of the optimal physical layer resource allocation problem for a generic interference channel (IC). The latter is a…

cs.IT2012★ 58 cited

Distributed Linear Precoder Optimization and Base Station Selection for an Uplink Heterogeneous Network

Mingyi Hong, Zhi-Quan Luo

In a heterogeneous wireless cellular network, each user may be covered by multiple access points such as macro/pico/relay/femto base stations (BS). An effective approach to maximiz…