Defeng Huang

Orcid: 0000-0002-1431-8859

Affiliations:
  • University of Western Australia, Perth, Australia


According to our database1, Defeng Huang authored at least 115 papers between 2002 and 2024.

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Bibliography

2024
Camouflaged Object Tracking A Benchmark.
CoRR, 2024

Low-Light Object Tracking: A Benchmark.
CoRR, 2024

Pixel Based Shadow Profile Retrieval in Forward Scatter Radar Using Forward Scatter Shadow Ratio.
IEEE Access, 2024

A Heuristic Forward Scatter Radar Detector for Sky Fence With Opportunistic Signals From LEO Satellites.
IEEE Access, 2024

A Unified Loss Function to Tackle Inter-Class and Intra-Class Data Imbalance in Sound Event Detection.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
A Plane Wave Equivalent Model for Forward Scatter Shadow Ratio in Spherical Wave and Its Application in Shadow Profile Retrieval.
IEEE Access, 2023

Forward Scatter Shadow Ratio: Concept and Its Application in Shadow Profile Retrieval.
IEEE Access, 2023

An Optimization Method for Shadow Profile Retrieval with Forward Scatter Shadow Ratio.
Proceedings of the 22nd International Symposium on Communications and Information Technologies, 2023

A Method for Shape Retrieval of Flying Objects Using Satellite Communication Signals.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

2022
Compressive Sensing-Based 3-D Rain Field Tomographic Reconstruction Using Simulated Satellite Signals.
IEEE Trans. Geosci. Remote. Sens., 2022

Doppler Analysis of Forward Scattering Radar With Opportunistic Signals From LEO Satellites.
IEEE Access, 2022

2021
Unitary Approximate Message Passing for Sparse Bayesian Learning.
IEEE Trans. Signal Process., 2021

Retrieval of Raindrop Size Distribution Using Dual-Polarized Microwave Signals from LEO Satellites: A Feasibility Study through Simulations.
Sensors, 2021

Passive Positioning of Flying Object With Microwave Signals From LEO Satellites: Concept and Preliminary Simulation Results.
IEEE Access, 2021

2020
Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information.
IEEE Trans. Multim., 2020

Sound Event Detection Using Multiple Optimized Kernels.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Performance Analysis for Path Attenuation Estimation of Microwave Signals Due to Rainfall and Beyond.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Differential Approach for Rain Field Tomographic Reconstruction Using Microwave Signals from Leo Satellites.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection.
IEEE Trans. Multim., 2019

3-D Tomographic Reconstruction of Rain Field Using Microwave Signals From LEO Satellites: Principle and Simulation Results.
IEEE Trans. Geosci. Remote. Sens., 2019

Spectrum Sensing Using Multiple Large Eigenvalues and Its Performance Analysis.
IEEE Internet Things J., 2019

A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection.
Circuits Syst. Signal Process., 2019

Communication Technologies Course with Intensive Mode Teaching: a Case Study.
Proceedings of the IEEE Global Engineering Education Conference, 2019

Sparse Bayesian Learning Based on Approximate Message Passing with Unitary Transformation.
Proceedings of the IEEE VTS Asia Pacific Wireless Communications Symposium, 2019

2018
On the Performance of Blanking Nonlinearity in Real-Valued OFDM-Based PLC.
IEEE Trans. Smart Grid, 2018

Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features.
Pattern Recognit., 2018

Kalman Filter-Based Chip Differential Blind Adaptive Multiuser Detection for Variably Mobile Asynchronous Underwater Multiuser Communications.
IEEE Access, 2018

Confidence Based Acoustic Event Detection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Reweighted smoothed l<sub>0</sub>-norm based DOA estimation for MIMO radar.
Signal Process., 2017

<i>l</i> <sub>0</sub>-norm penalised shrinkage linear and widely linear LMS algorithms for sparse system identification.
IET Signal Process., 2017

A sparse direction-of-arrival estimation algorithm for MIMO radar in the presence of gain-phase errors.
Digit. Signal Process., 2017

Exploiting Cyclic Prefix for Turbo-OFDM Receiver Design.
IEEE Access, 2017

A low cost interpolation based detection algorithm for medium-size massive MIMO-OFDM systems.
Proceedings of the 17th International Symposium on Communications and Information Technologies, 2017

Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Random forest classification based acoustic event detection.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Random forest regression based acoustic event detection with bottleneck features.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Data aided channel estimation for massive MIMO with pilot contamination.
Proceedings of the IEEE International Conference on Communications, 2017

Tomographic reconstruction of rainfall fields using satellite communication links.
Proceedings of the 23rd Asia-Pacific Conference on Communications, 2017

Reconstruction of vertical rainfall fields using satellite communication links.
Proceedings of the 23rd Asia-Pacific Conference on Communications, 2017

2016
Low Complexity Iterative MMSE-PIC Detection for Medium-Size Massive MIMO.
IEEE Wirel. Commun. Lett., 2016

Robust Single Carrier Frequency Domain Equalization With Imperfect Channel Knowledge.
IEEE Trans. Wirel. Commun., 2016

Message-Passing Receiver for Joint Channel Estimation and Decoding in 3D Massive MIMO-OFDM Systems.
IEEE Trans. Wirel. Commun., 2016

Blind Cooperative Parametric Spectrum Sensing With Distributed Sensors Using Local Average Power Passing.
IEEE Trans. Veh. Technol., 2016

Linear Combining of Nonlinear Preprocessors for OFDM-Based Power-Line Communications.
IEEE Trans. Smart Grid, 2016

Iterative multiuser detection for high spectral efficiency reverse-link of multibeam satellite via expectation propagation.
J. Commun. Inf. Networks, 2016

A hypothesis of 3D rainfall tomography using satellite signals.
J. Commun. Inf. Networks, 2016

Multi-User Detection for Spatial Modulation via Structured Approximate Message Passing.
IEEE Commun. Lett., 2016

Neumann Series Expansion Based LMMSE Channel Estimation for OFDM Systems.
IEEE Commun. Lett., 2016

Approximate Message Passing with Nearest Neighbor Sparsity Pattern Learning.
CoRR, 2016

Performance of impulsive noise blanking in precoded OFDM-based PLC systems.
Proceedings of the 2016 IEEE International Conference on Communication Systems, 2016

2015
Spectrum Sensing Using Weighted Covariance Matrix in Rayleigh Fading Channels.
IEEE Trans. Veh. Technol., 2015

Robust Blind Learning Algorithm for Nonlinear Equalization Using Input Decision Information.
IEEE Trans. Neural Networks Learn. Syst., 2015

Message-Passing Receiver for Joint Channel Estimation and Decoding in Broadband Massive MIMO Systems.
CoRR, 2015

EM independent Gaussian approximate message passing and its application in OFDM impulsive noise mitigation.
Proceedings of the 28th IEEE International System-on-Chip Conference, 2015

Impulsive noise detection in PLC with smoothed L0-norm.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A low complexity iterative soft-decision feedback MMSE-PIC detection algorithm for massive MIMO.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Low-Complexity Iterative Detection for Large-Scale Multiuser MIMO-OFDM Systems Using Approximate Message Passing.
IEEE J. Sel. Top. Signal Process., 2014

Improved opportunistic feedback with multiuser diversity for wireless systems with finite queue.
IET Commun., 2014

Exact analysis of downlink capacity employing opportunistic feedback and maximal ratio transmission in Rayleigh fading environments.
IET Commun., 2014

Low Complexity Optimal Soft-Input Soft-Output Demodulation of MSK Based on Factor Graph.
IEEE Commun. Lett., 2014

Soft-In Soft-Out Detection Using Partial Gaussian Approximation.
IEEE Access, 2014

Expectation propagation based iterative group wise detection for large-scale multiuser MIMO-OFDM systems.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

A hybrid iterative MIMO detection algorithm: Partial Gaussian approach with integer programming.
Proceedings of the 2014 IEEE/CIC International Conference on Communications in China, 2014

Exploiting cyclic prefix for joint detection, decoding and channel estimation in OFDM via EM algorithm and message passing.
Proceedings of the IEEE International Conference on Communications, 2014

Expectation propagation approach to joint channel estimation and decoding for OFDM systems.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Analysis of Boundedness and Convergence of Online Gradient Method for Two-Layer Feedforward Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2013

A Factor Graph Approach to Exploiting Cyclic Prefix for Equalization in OFDM Systems.
IEEE Trans. Commun., 2013

Accurate Sampling Timing Acquisition for Baseband OFDM Power-Line Communication in Non-Gaussian Noise.
IEEE Trans. Commun., 2013

Iterative Frequency Domain Equalization With Generalized Approximate Message Passing.
IEEE Signal Process. Lett., 2013

A 1.5 Gb/s Highly Parallel Turbo Decoder for 3GPP LTE/LTE-Advanced.
IEICE Trans. Commun., 2013

A slotted CSMA based reinforcement learning approach for extending the lifetime of underwater acoustic wireless sensor networks.
Comput. Commun., 2013

Enhanced data detection in OFDM systems using factor graph.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013

Robust blind channel equalization based on input decision information.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2013

Exploiting Cyclic Prefix in Turbo FDE Systems Using Factor Graph.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Algorithm and VLSI architecture of channel estimation impaired by impulsive noise in PLC.
Proceedings of the IEEE 56th International Midwest Symposium on Circuits and Systems, 2013

Joint peak amplitude and impulsive noise clippings in OFDM-based power line communications.
Proceedings of the 19th Asia-Pacific Conference on Communications, 2013

2012
User Identification for Opportunistic OFDM-Based Multiuser Wireless Communications.
IEEE Trans. Veh. Technol., 2012

Throughput Analysis of Opportunistic Feedback for Downlink Multiuser Diversity with Capture Effect.
IEEE Commun. Lett., 2012

Fairness and capacity analysis of opportunistic feedback protocol with proportional fair or maximum throughput scheduling.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2012

Multiuser Diversity with Capture in OFDMA systems with clustered feedback.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2012

A soft-in soft-out detection approach using partial Gaussian approximation.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2012

A low cost soft mapper for turbo equalization with high order modulation.
Proceedings of the International SoC Design Conference, 2012

A robust time synchronization approach for underwater networks with inconsistent timestamps.
Proceedings of the International Symposium on Communications and Information Technologies, 2012

2011
EM-Based Joint Channel Estimation and Detection for Frequency Selective Channels Using Gaussian Message Passing.
IEEE Trans. Signal Process., 2011

A Frequency Domain State-Space Approach to LS Estimation and Its Application in Turbo Equalization.
IEEE Trans. Signal Process., 2011

A Concise Representation for the Soft-in Soft-out LMMSE Detector.
IEEE Commun. Lett., 2011

Performance Analysis of Enhanced Verification-Based Decoding for Packet-Based LDPC Codes over Binary Symmetric Channel.
Proceedings of the Global Communications Conference, 2011

A Simplified User Identification Approach for Multi-User Diversity with Enhanced Throughput.
Proceedings of the Global Communications Conference, 2011

A low complexity linear regression approach to time synchronization in underwater networks.
Proceedings of the 8th International Conference on Information, 2011

2010
Estimation of basis frequencies for time-varying SIMO channels: a second-order method.
IEEE Trans. Signal Process., 2010

GMP-Based Channel Estimation for Single-Carrier Transmissions over Doubly Selective Channels.
IEEE Signal Process. Lett., 2010

Recursive Channel Estimation for Turbo Equalization Based on a State-Space System Model.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

2009
A Low-Complexity Iterative Channel Estimation and Detection Technique for Doubly Selective Channels.
IEEE Trans. Wirel. Commun., 2009

Performance Analysis of Verification-Based Decoding for Packet-Based LDPC Codes over Binary Symmetric Channel.
Proceedings of IEEE International Conference on Communications, 2009

2008
Multiuser diversity with capture for wireless networks: protocol and performance analysis.
IEEE J. Sel. Areas Commun., 2008

Enhanced Verification-Based Decoding for Packet-Based LDPC Codes.
IEEE Commun. Lett., 2008

Performance Analysis of Multiuser Diversity with Capture for Wireless Networks.
Proceedings of IEEE International Conference on Communications, 2008

Enhanced Verification-Based Decoding for Packet-Based LDPC Codes over Wireless Channels.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007
Pre-DFT Processing for MIMO-OFDM Systems with Space-Time-Frequency Coding.
IEEE Trans. Wirel. Commun., 2007

Multi-Stage Beamforming for Coded OFDM with Multiple Transmit and Multiple Receive Antennas.
IEEE Trans. Wirel. Commun., 2007

User Identification for Opportunistic OFDM Based Broadband Wireless Network.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Exploiting Multiuser Diversity with Capture in Wireless Communication Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

2006
Enhanced carrier frequency offset estimation for OFDM using channel side information.
IEEE Trans. Wirel. Commun., 2006

Carrier frequency offset estimation for OFDM systems using subcarriers.
IEEE Trans. Commun., 2006

Reduced Complexity Receiver Design for MIMO-OFDM Systems with Space-Time-Frequency Coding.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005
Bit-interleaved time-frequency coded modulation for OFDM systems over time-varying channels.
IEEE Trans. Commun., 2005

An interference-cancellation scheme for carrier frequency offsets correction in OFDMA systems.
IEEE Trans. Commun., 2005

Joint time-frequency beamforming for MIMO-OFDM systems.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
A receive space diversity architecture for OFDM systems using orthogonal designs.
IEEE Trans. Wirel. Commun., 2004

Symbol-based space diversity for coded OFDM systems.
IEEE Trans. Wirel. Commun., 2004

Pre-DFT Processing using eigenanalysis for coded OFDM with multiple receive antennas.
IEEE Trans. Commun., 2004

Reduced complexity carrier frequency offset estimation for OFDM systems.
Proceedings of the 2004 IEEE Wireless Communications and Networking Conference , 2004

2003
Pre-DFT processing for coded OFDM systems with receive space diversity.
Proceedings of the 2003 IEEE Wireless Communications and Networking, 2003

Carrier frequency offsets mitigation for broadband OFDM in a multiuser environment.
Proceedings of the IEEE 14th International Symposium on Personal, 2003

2002
A reduced complexity coded OFDM system with MIMO antennas for broadband wireless communications.
Proceedings of the Global Telecommunications Conference, 2002


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