Topology Aware Deep Learning for Wireless Network Optimization

Deep-Reinforcement Learning Multiple Access for Heterogeneous Wireless Networks

(2019) Yiding Yu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Spatial Deep Learning for Wireless Scheduling

(2019) Wei Cui et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

On Removing Routing Protocol from Future Wireless Networks: A Real-time Deep Learning Approach for Intelligent Traffic Control

(2018) Fengxiao Tang et al.   IEEE WIRELESS COMMUNICATIONS

Joint Optimization of Scheduling and Power Control in Wireless Networks: Multi-Dimensional Modeling and Decomposition

(2018)   IEEE TRANSACTIONS ON MOBILE COMPUTING

Learning to Optimize: Training Deep Neural Networks for Interference Management

(2018) Haoran Sun et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Neural Network Based Transmit Power Control and Interference Cancellation for MIMO Small Cell Networks

(2016) Michael Andri WIJAYA et al.   IEICE TRANSACTIONS ON COMMUNICATIONS

Neural Network Based Transmit Power Control and Interference Cancellation for MIMO Small Cell Networks

(2016) Michael Andri WIJAYA et al.   IEICE TRANSACTIONS ON COMMUNICATIONS

A Systematic Study of Maximal Scheduling Algorithms in Multiradio Multichannel Wireless Networks

(2015) Yu Cheng et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Approximation Algorithms for Data Broadcast in Wireless Networks

(2011) Rajiv Gandhi et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Constrained Relay Node Placement in Wireless Sensor Networks: Formulation and Approximations

(2009) Satyajayant Misra et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

A General Interference-Aware Framework for Joint Routing and Link Scheduling in Wireless Mesh Networks

(2008) L. Badia et al.   IEEE NETWORK

Analysis of Shortest Path Routing for Large Multi-Hop Wireless Networks

(2008) Sungoh Kwon et al.   IEEE-ACM TRANSACTIONS ON NETWORKING