Generative Adversarial Networks-Based Semi-Supervised Automatic Modulation Recognition for Cognitive Radio Networks

Mingxuan Li, Ou Li, Guangyi Liu, +1

Sensors

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersAutomatic Modulation Recognition +15

Classification and identification of unknown network protocols based on CNN and T-SNE

Jingliang Xue, Yingchun Chen, Ou Li, +1

Journal of Physics Conference Series

Artificial Intelligence MethodNetwork ProtocolsNetwork FlowsNetwork ScienceMachine Learning +10

Unknown network protocol classification method based on semi-supervised learning

Rongqiang Lin, Ou Li, Qing Li

EngineeringMachine LearningNetwork AnalysisClassification MethodData Science +14

Joint Rate and Power Adaptation for Amplify-and-Forward Two-Way Relaying Relying on Analog Network Coding

Yanping Yang, Wei Chen, Ou Li, +1

IEEE Access

EngineeringPower AdaptationJoint Source-channel CodingJoint RateAdaptive Modulation +12

Energy-efficient data gathering algorithm relying on compressive sensing in lossy WSNs

Ce Zhang, Ou Li, Yanping Yang, +2

Measurement

Lossy WsnsEngineeringData ScienceWireless Sensor SystemCompressive Sensing +6

Truncated-ARQ Aided Adaptive Network Coding for Cooperative Two-Way Relaying Networks: Cross-Layer Design and Analysis

Yanping Yang, Wei Chen, Ou Li, +2

IEEE Access

EngineeringAdaptive ModulationNc TechniqueRelay NetworkNetwork Analysis +9

Dynamic clustering and compressive data gathering algorithm for energy-efficient wireless sensor networks

Ce Zhang, Xia Zhang, Ou Li, +2

International Journal of Distributed Sensor Networks

Cluster ComputingTopology ControlEngineeringData ScienceWireless Sensor System +11

A Practical Data-Gathering Algorithm for Lossy Wireless Sensor Networks Employing Distributed Data Storage and Compressive Sensing

Ce Zhang, Ou Li, Guangyi Liu, +1

Sensors

Practical Data-gathering AlgorithmWireless CommunicationsLossy WsnsEngineeringData Science +12

An Automatic Modulation Recognition Method with Low Parameter Estimation Dependence Based on Spatial Transformer Networks

Mingxuan Li, Ou Li, Guangyi Liu, +1

Applied Sciences

Wireless CommunicationsConvolutional Neural NetworkModulationEngineeringMachine Learning +14

Variable-Rate, Variable-Power Network-Coded-QAM/PSK for Bi-Directional Relaying Over Fading Channels

Yanping Yang, Wei Chen, Ou Li, +1

IEEE Transactions on Communications

Power Adaptation PolicyJoint Source-channel CodingAdaptive ModulationDiscrete-rate Adaptation SchemeRelay Network +5