Qiuming Zhu

Orcid: 0000-0002-5059-4308

According to our database1, Qiuming Zhu authored at least 147 papers between 1988 and 2024.

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Bibliography

2024
Image-Based Beam Tracking With Deep Learning for mmWave V2I Communication Systems.
IEEE Trans. Intell. Transp. Syst., November, 2024

Path Loss and Shadowing for UAV-to-Ground UWB Channels Incorporating the Effects of Built-Up Areas and Airframe.
IEEE Trans. Intell. Transp. Syst., November, 2024

Sparse Bayesian Learning-Based Hierarchical Construction for 3D Radio Environment Maps Incorporating Channel Shadowing.
IEEE Trans. Wirel. Commun., October, 2024

A Reconfigurable Subarray Architecture and Hybrid Beamforming for Millimeter-Wave Dual-Function-Radar-Communication Systems.
IEEE Trans. Wirel. Commun., October, 2024

On Quantification of the Nonlinearity of PPV in Model Evaluation with Imbalanced Datasets.
Int. J. Pattern Recognit. Artif. Intell., September, 2024

ML-based delay-angle-joint path loss prediction for UAV mmWave channels.
Wirel. Networks, July, 2024

UAV-Enabled Integrated Sensing, Computing, and Communication for Internet of Things: Joint Resource Allocation and Trajectory Design.
IEEE Internet Things J., April, 2024

Generative Network-Based Channel Modeling and Generation for Air-to-Ground Communication Scenarios.
IEEE Commun. Lett., April, 2024

Sparse Bayesian Learning-Based 3-D Radio Environment Map Construction - Sampling Optimization, Scenario-Dependent Dictionary Construction, and Sparse Recovery.
IEEE Trans. Cogn. Commun. Netw., February, 2024

A Survey on Channel Sounding Technologies and Measurements for UAV-Assisted Communications.
IEEE Trans. Instrum. Meas., 2024

A Robust and Efficient Angle Estimation Method via Field-Trained Neural Network for UAV Channels.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Data Correction-Based Model-Driven 3D Radiation Directional Pattern Construction for 5G Base Stations.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

Measurement-based Vegetation Penetration Loss Model for UAV-to-Ground Communications.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024

Demo Abstract: A UAV-Based Real-Time Channel Knowledge Mapping System.
Proceedings of the IEEE INFOCOM 2024, 2024

2023
Multi-Stage RF Emitter Search and Geolocation With UAV: A Cognitive Learning-Based Method.
IEEE Trans. Veh. Technol., May, 2023

RIS-UAV Enabled Worst-Case Downlink Secrecy Rate Maximization for Mobile Vehicles.
IEEE Trans. Veh. Technol., May, 2023

Channel Modeling for UAV-to-Ground Communications With Posture Variation and Fuselage Scattering Effect.
IEEE Trans. Commun., May, 2023

CORDIC-Based General Multiple Fading Generator for Wireless Channel Digital Twin.
Sensors, March, 2023

Feature Selection Based on the Discriminative Significance for Sparse Binary-Valued and Imbalanced Dataset.
Int. J. Pattern Recognit. Artif. Intell., March, 2023

Temporal prediction for spectrum environment maps with moving radiation sources.
IET Commun., March, 2023

Geometry-Based Stochastic Probability Models for the LoS and NLoS Paths of A2G Channels Under Urban Scenarios.
IEEE Internet Things J., February, 2023

A UAV-Aided Real-Time Channel Sounder for Highly Dynamic Nonstationary A2G Scenarios.
IEEE Trans. Instrum. Meas., 2023

Impacts of Flight Altitude and UAV Posture on the UAV-to-Ground Channel Gain.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

A Novel GBSM for Holographic MIMO Communication Systems.
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Empowering Digital Twin: Early Action Decision through GAN-Enhanced Predictive Frame Synthesis for Autonomous Vehicles.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

A New Spectrum Map Fusing Method Based on Difference Group Sparsity.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Ray-Tracing Based Large Indoor Office Base Station Deployment Optimization at Millimeter Wave Bands.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

A New Variational Bayesian-based Radiation Source Positioning Method with Multistage Parameter Modification.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

2022
Map-Based Channel Modeling and Generation for U2V mmWave Communication.
IEEE Trans. Veh. Technol., 2022

Machine learning based altitude-dependent empirical LoS probability model for air-to-ground communications.
Frontiers Inf. Technol. Electron. Eng., 2022

Machine-Learning-Based 3-D Channel Modeling for U2V mmWave Communications.
IEEE Internet Things J., 2022

Vortex Wave Directional Modulation With Time-Dependent Phase Offset FDA.
IEEE Commun. Lett., 2022

Position-sensitivity security transmission with orbital angular momentum directional modulation based on frequency diverse array.
Trans. Emerg. Telecommun. Technol., 2022

Regression-based beam training for UAV mmWave communications.
EURASIP J. Adv. Signal Process., 2022

Air-to-ground path loss prediction using ray tracing and measurement data jointly driven DNN.
Comput. Commun., 2022

A Data-Driven Multi-Height Empirical LoS Probability Model for Urban A2G Channels.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Sparse Measurement Data Driven Air-to-Ground Path Loss Prediction over Vegetation Area.
Proceedings of the 96th Vehicular Technology Conference, 2022

DEMO Abstract: An UAV-based 3D Spectrum Real-time Mapping System.
Proceedings of the IEEE INFOCOM 2022, 2022

Real-Time Hardware Emulation of Frequency Non-stationary UWB Channels with Continuous Frequency Response.
Proceedings of the 22nd IEEE International Conference on Communication Technology, 2022

A2G Channel Measurement and Characterization via TNN for UAV Multi-Scenario Communications.
Proceedings of the IEEE Global Communications Conference, 2022

2021
A Learning-Based Spectrum Access Stackelberg Game: Friendly Jammer-Assisted Communication Confrontation.
IEEE Trans. Veh. Technol., 2021

Channel Estimation Enhancement With Generative Adversarial Networks.
IEEE Trans. Cogn. Commun. Netw., 2021

A Real-Time Hardware Emulator for 3D Non-Stationary U2V Channels.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

UAV-Assisted Three-Dimensional Spectrum Mapping Driven by Spectrum Data and Channel Model.
Symmetry, 2021

A Novel GBSM for Non-Stationary V2V Channels Allowing 3D Velocity Variations.
Sensors, 2021

A UAV-aided channel sounder for air-to-ground channel measurements.
Phys. Commun., 2021

A general altitude-dependent path loss model for UAV-to-ground millimeter-wave communications.
Frontiers Inf. Technol. Electron. Eng., 2021

Machine Learning Based Angle Estimation for Air-to-Ground Channel Measurements.
Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

A 3GPP-Based Height-Dependent LoS Probability Model for A2G Communications.
Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

A Cross-Entropy Based Feature Selection Method for Binary Valued Data Classification.
Proceedings of the Intelligent Systems Design and Applications, 2021

Three-Dimensional Completion Method with Uniformity Decision Mechanism for Spectrum Sensing Data.
Proceedings of the 21st International Conference on Communication Technology, 2021

High-Efficient Ray-Based Hardware Emulator for UAV Channel Digital Twin.
Proceedings of the 21st International Conference on Communication Technology, 2021

2020
A Geometry-Based Beamforming Channel Model for UAV mmWave Communications.
Sensors, 2020

On the performance of Matthews correlation coefficient (MCC) for imbalanced dataset.
Pattern Recognit. Lett., 2020

A novel spatial beam training strategy for mmWave UAV communications.
Phys. Commun., 2020

Envelope Level Crossing Rate and Average Fade Duration of a Generic 3D Non-Stationary UAV Channel Model.
IEEE Access, 2020

A 3D Non-Stationary GBSM for Vehicular Visible Light Communication MISO Channels.
IEEE Access, 2020

Fast Beam Training for mmWave UAV Communications Using Machine Learning.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

A Practical Non-Stationary Channel Model for Vehicle-to-Vehicle MIMO Communications.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Implementation of Non-stationary Channel Emulator Based on USRP.
Proceedings of the Machine Learning and Intelligent Communications, 2020

Ray Tracing Based Path Loss Modeling for UAV-to-Ground mmWave Channels in Campus Scenario.
Proceedings of the Machine Learning and Intelligent Communications, 2020

A Novel Non-stationary Channel Model for UAV-to-Vehicle mmWave Beam Communications.
Proceedings of the Machine Learning and Intelligent Communications, 2020

UAV-Assisted Spectrum Mapping System Based on Tensor Completion Scheme.
Proceedings of the Machine Learning and Intelligent Communications, 2020

A V2V Channel Simulator for Velocity Variations in Non-isotropic Scattering Scenarios.
Proceedings of the Machine Learning and Intelligent Communications, 2020

Performance Optimization and Power Allocation of Amplify-and-Forward System with Multi-source.
Proceedings of the Machine Learning and Intelligent Communications, 2020

Effects of Digital Map on the RT-based Channel Model for UAV mmWave Communications.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

A Non-Stationary VVLC MIMO Channel Model for Street Corner Scenarios.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

Performance Analysis of Uplink Massive MIMO System with Cross Layer Design in the Presence of Imperfect CSI.
Proceedings of the 20th IEEE International Conference on Communication Technology, 2020

An Efficient Hardware Generator for Massive Non-Stationary Fading Channels.
Proceedings of the IEEE Globecom Workshops, 2020

2019
Spatial Correlations of a 3-D Non-Stationary MIMO Channel Model With 3-D Antenna Arrays and 3-D Arbitrary Trajectories.
IEEE Wirel. Commun. Lett., 2019

A Novel Non-Stationary High-Speed Train (HST) Channel Modeling and Simulation Method.
IEEE Trans. Veh. Technol., 2019

Novel Data Pre-Distorter for APSK Signals in Solid-State Power Amplifiers.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Adaptive beam design for UAV network with uniform plane array.
Phys. Commun., 2019

Net Ecosystem Exchange (NEE) simulation in maize using artificial neural networks.
IFAC J. Syst. Control., 2019

Temporal Correlations for a Non-Stationary Vehicle-to-Vehicle Channel Model Allowing Velocity Variations.
IEEE Commun. Lett., 2019

A Novel Segment-Based Model for Non-Stationary Vehicle-to-Vehicle Channels With Velocity Variations.
IEEE Access, 2019

Channel Modeling for Satellite Communication Channels at Q-Band in High Latitude.
IEEE Access, 2019

Spectrum Efficiency Optimization for Uplink Massive MIMO System with Imperfect Channel State Information.
Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

Predictive Models with Resampling: A Comparative Study of Machine Learning Algorithms and their Performances on Handling Imbalanced Datasets.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Using Machine Learning to Improve Surgical Outcomes.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018
A Novel Simulation Model for Nonstationary Rice Fading Channels.
Wirel. Commun. Mob. Comput., 2018

A Novel 3D Non-Stationary Wireless MIMO Channel Simulator and Hardware Emulator.
IEEE Trans. Commun., 2018

Latent heat and sensible heat flux simulation in maize using artificial neural networks.
Comput. Electron. Agric., 2018

A Novel 3D Non-Stationary Vehicle-to-Vehicle Channel Model and its Spatial-Temporal Correlation Properties.
IEEE Access, 2018

A Novel Beamforming Scheme for Mobile-to-Mobile Millimeter Wave Communications.
Proceedings of the 22nd International ITG Workshop on Smart Antennas, 2018

A General 3D Non-Stationary Twin-Cluster Model for Vehicle-to-Vehicle MIMO Channels.
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

Performance of Cooperative Spatial Modulation with AF Relaying in the Presence of Channel Estimation Error.
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

A Geometry-based 3D Non-stationary UAV-MIMO Channel Model Allowing 3D Arbitrary Trajectories.
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

Energy-efficient Optimization Scheme for SWIPT-based Distributed Antenna System.
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018

2017
60 GHz channel measurements and ray tracing modeling in an indoor environment.
Proceedings of the 9th International Conference on Wireless Communications and Signal Processing, 2017

Characterization of common videos with statistical features extracted from frame transition profiles.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A modified non-stationary MIMO channel model under 3D scattering scenarios.
Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017

SPARCS: A personalized problem-based learning approach for developing successful computer science learning experiences in middle school.
Proceedings of the IEEE International Conference on Electro Information Technology, 2017

2015
Near-Duplicate Image Retrieval Based on Contextual Descriptor.
IEEE Signal Process. Lett., 2015

Effect of polarization on multiple antennas system.
Proceedings of the International Conference on Wireless Communications & Signal Processing, 2015

2014
Adaptive modulation with constrained variable power for space-time coded MIMO systems.
Int. J. Commun. Syst., 2014

Precoding Scheme for Distributed Antenna Systems with Non-Kronecker Correlation over Spatially Correlated Channel.
IEICE Trans. Commun., 2014

Rejecting mismatches of visual words by contextual descriptors.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

2013
A social dimensional cyber threat model with formal concept analysis and fact-proposition inference.
Int. J. Inf. Comput. Secur., 2013

High efficient path loss prediction method based on 3D Gaussian beams tracing.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2013

Multiuser scheduling scheme and power allocation algorithm for Multiuser Turbo-BLAST system.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2013

A generalized spatial correlation approximation under arbitrary AoA scenarios.
Proceedings of the 19th Asia-Pacific Conference on Communications, 2013

2012
Multi-amplitude Differential Space-time Block Coding Scheme for Square/Non-Square Code Matrix in MIMO Systems.
J. Networks, 2012

A modified wave propagation model based on Gaussian beams tracing.
Proceedings of the IEEE International Conference on Communication Systems, 2012

Cross-layer design for MIMO systems with antenna selection over Nakagami-m fading channels.
Proceedings of the IEEE International Conference on Communication Systems, 2012

2011
Dimensions of Cyber-Attacks: Cultural, Social, Economic, and Political.
IEEE Technol. Soc. Mag., 2011

Using anomalous event patterns in control systems for tamper detection.
Proceedings of the 7th Cyber Security and Information Intelligence Research Workshop, 2011

2010
Exploring Social Contexts along the Time Dimension: Temporal Analysis of Named Entities.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Using Term Extraction Patterns to Discover Coherent Relationships from Open Source Intelligence.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Building a Social Dimensional Threat Model from Current and Historic Events of Cyber Attacks.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

2009
A Coherent Measurement of Web-Search Relevance.
IEEE Trans. Syst. Man Cybern. Part A, 2009

2007
A trend pattern assessment approach to microarray gene expression profiling data analysis.
Pattern Recognit. Lett., 2007

A three-tier knowledge management scheme for software engineering support and innovation.
J. Syst. Softw., 2007

Hierarchical Collective Agent Network (HCAN) for efficient fusion and management of multiple networked sensors.
Inf. Fusion, 2007

Incremental procedures for partitioning highly intermixed multi-class datasets into hyper-spherical and hyper-ellipsoidal clusters.
Data Knowl. Eng., 2007

Belief Combination for Uncertainty Reduction in Microarray Gene Expression Pattern Analysis.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

A multi-agent system of evidential reasoning for intelligence analyses.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

2006
Topologies of agents interactions in knowledge intensive multi-agent systems for networked information services.
Adv. Eng. Informatics, 2006

2004
Algorithmic Fusion of Gene Expression Profiling for Diffuse Large B-Cell Lymphoma Outcome Prediction.
IEEE Trans. Inf. Technol. Biomed., 2004

On the Alleviation of Side Effect of Outliers to Fisher's Discriminate Criterion in Micro-Array Data Analysis.
Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Scienes, 2004

Median model for background subtraction in intelligent transportation system.
Proceedings of the Image Processing: Algorithms and Systems III, 2004

2002
An iterative initial-points refinement algorithm for categorical data clustering.
Pattern Recognit. Lett., 2002

A pseudo-nearest-neighbor approach for missing data recovery on Gaussian random data sets.
Pattern Recognit. Lett., 2002

Annotative Reasoning in AEDGE<sup>TM</sup> - An Agent Architecture for decision aid Under Uncertainty.
Proceedings of the International Conference on Artificial Intelligence, 2002

A Hierarchical Algorithm for Clustering class-imbalanced Datasets.
Proceedings of the International Conference on Artificial Intelligence, 2002

2001
A multiple hyper-ellipsoidal subclass model for an evolutionary classifier.
Pattern Recognit., 2001

An integrated interactive environment for knowledge discovery from heterogeneous data resources.
Inf. Softw. Technol., 2001

Intelligent Agent-Based Software Architecture for Combat Performance under Overwhelming Information Inflow and Uncertainty.
Proceedings of the 7th International Conference on Engineering of Complex Computer Systems (ICECCS 2001), 2001

1999
A global learning algorithm for a RBF network.
Neural Networks, 1999

On the Geometries of Conic Section Representation of Noisy Object Boundaries.
J. Vis. Commun. Image Represent., 1999

A new approach to conic section approximation of object boundaries.
Image Vis. Comput., 1999

Building an accretive authentication system using a RBF network.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
A subclass model for non-linear pattern classification.
Pattern Recognit. Lett., 1998

Minimum Cross-Entropy Approximation for Modeling of Highly Intertwining Data Sets at Subclass Levels.
J. Intell. Inf. Syst., 1998

Query Construction for User-Guided Knowledge Discovery in Databases.
Inf. Sci., 1998

1997
Knowledge Discovery from Databases with the Guidance of a Causal Network.
Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997

1996
Edge linking by a directional potential function (DPF).
Image Vis. Comput., 1996

Efficient evaluations of edge connectivity and width uniformity.
Image Vis. Comput., 1996

Nonlinear Shape Restoration For Document Images.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995
Quantitative object motion prediction by an ART2 and Madaline combined neural network.
Neural Process. Lett., 1995

1992
Improving edge detection by an objective edge evaluation.
Proceedings of the 1992 ACM/SIGAPP Symposium on Applied Computing: Technological Challenges of the 1990's, 1992

An Interactive Learning Approach For Visual Guidance Of Mobile Robot.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 1992

1991
Hidden Markov model for dynamic obstacle avoidance of mobile robot navigation.
IEEE Trans. Robotics Autom., 1991

Virtual edges, viewing faces, and boundary traversal in line drawing representation of objects with curved surfaces.
Comput. Graph., 1991

1990
On the minimum probability of error of classification with incomplete patterns.
Pattern Recognit., 1990

1989
Pattern classification in dynamic environments: tagged feature-class representation and the classifiers.
IEEE Trans. Syst. Man Cybern., 1989

1988
Pattern Classfication in Dynamical Environments: Tagged Feature-Class Space and Univariate Sequential Classifier.
Proceedings of the Pattern Recognition, 1988


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