Zhiqiang Zhang

Orcid: 0000-0003-0204-3867

Affiliations:
  • University of Leeds, School of Electronic and Electrical Engineering, West Yorkshire, UK
  • Imperial College London, Department of Computing, UK (former)
  • Chinese Academy of Sciences, Sensor Network and Application Research Center, Beijing, China (PhD 2010)


According to our database1, Zhiqiang Zhang authored at least 97 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Physics-Informed Low-Shot Adversarial Learning for sEMG-Based Estimation of Muscle Force and Joint Kinematics.
IEEE J. Biomed. Health Informatics, March, 2024

Wearable Sensors as a Preoperative Assessment Tool: A Review.
Sensors, January, 2024

Automatic Depression Detection Among Higher Education Students Based on DeepFM.
IEEE Trans. Instrum. Meas., 2024

2023
2D Shape Estimation of a Pneumatic-Driven Soft Finger with a Large Bending Angle Based on Learning from Two Sensing Modalities.
Adv. Intell. Syst., October, 2023

Online Spatiotemporal Modeling for Robust and Lightweight Device-Free Localization in Nonstationary Environments.
IEEE Trans. Ind. Informatics, July, 2023

A Novel Distal Hybrid Pneumatic/Cable-Driven Continuum Joint with Variable Stiffness Capacity for Flexible Gastrointestinal Endoscopy.
Adv. Intell. Syst., June, 2023

An EMG-driven musculoskeletal model for estimation of wrist kinematics using mirrored bilateral movement.
Biomed. Signal Process. Control., March, 2023

Computationally Efficient Personalized EMG-Driven Musculoskeletal Model of Wrist Joint.
IEEE Trans. Instrum. Meas., 2023

Boosting Personalized Musculoskeletal Modeling With Physics-Informed Knowledge Transfer.
IEEE Trans. Instrum. Meas., 2023

Bayesian-Based Classification Confidence Estimation for Enhancing SSVEP Detection.
IEEE Trans. Instrum. Meas., 2023

Toward Robust and Efficient Musculoskeletal Modeling Using Distributed Physics-Informed Deep Learning.
IEEE Trans. Instrum. Meas., 2023

Research on Multimodal Fusion Recognition Method of Upper Limb Motion Patterns.
IEEE Trans. Instrum. Meas., 2023

Robust Iterative Learning Control for Pneumatic Muscle With Uncertainties and State Constraints.
IEEE Trans. Ind. Electron., 2023

Data-Driven Adaptive Iterative Learning Control of a Compliant Rehabilitation Robot for Repetitive Ankle Training.
IEEE Robotics Autom. Lett., 2023

A Physics-Informed Low-Shot Learning For sEMG-Based Estimation of Muscle Force and Joint Kinematics.
CoRR, 2023

A Fast Fourier Convolutional Deep Neural Network For Accurate and Explainable Discrimination Of Wheat Yellow Rust And Nitrogen Deficiency From Sentinel-2 Time-Series Data.
CoRR, 2023

An Assistive Wrist-Elbow Exoskeleton (WE-Exo) Driven by Variable Stiffness Actuators.
Proceedings of the 29th International Conference on Mechatronics and Machine Vision in Practice, 2023

Modifying Gait: A Strategy for Joint Reaction Forces Reduction in Below-Knee Amputees.
Proceedings of the 29th International Conference on Mechatronics and Machine Vision in Practice, 2023

IMTP: Intention-Matching Trajectory Prediction for Autonomous Vehicles.
Proceedings of the 29th International Conference on Mechatronics and Machine Vision in Practice, 2023

A Novel Series Elastic Actuator with Variable Stiffness.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2023

2022
Toward Robust, Adaptiveand Reliable Upper-Limb Motion Estimation Using Machine Learning and Deep Learning-A Survey in Myoelectric Control.
IEEE J. Biomed. Health Informatics, 2022

Multi-Objective Optimization-Based High-Pass Spatial Filtering for SSVEP-Based Brain-Computer Interfaces.
IEEE Trans. Instrum. Meas., 2022

Quantitative Elbow Spasticity Measurement Based on Muscle Activation Estimation Using Maximal Voluntary Contraction.
IEEE Trans. Instrum. Meas., 2022

Incorporating Neighboring Stimuli Data for Enhanced SSVEP-Based BCIs.
IEEE Trans. Instrum. Meas., 2022

CNN Confidence Estimation for Rejection-Based Hand Gesture Classification in Myoelectric Control.
IEEE Trans. Hum. Mach. Syst., 2022

Multi-objective optimization-based adaptive class-specific cost extreme learning machine for imbalanced classification.
Neurocomputing, 2022

An energy-efficiency-adaptive clustering formation mechanism for the wireless sensor networks.
IET Commun., 2022

An energy-balanced unequal clustering approach for circular wireless sensor networks.
Ad Hoc Networks, 2022

CCA-based Spatio-temporal Filtering for Enhancing SSVEP Detection.
Proceedings of the IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, 2022

2021
Development of a Face Recognition System and Its Intelligent Lighting Compensation Method for Dark-Field Application.
IEEE Trans. Instrum. Meas., 2021

A CNN-LSTM Hybrid Model for Wrist Kinematics Estimation Using Surface Electromyography.
IEEE Trans. Instrum. Meas., 2021

A Weft Knit Data Glove.
IEEE Trans. Instrum. Meas., 2021

The Effect of Miss and Tuck Stitches on a Weft Knit Strain Sensor.
Sensors, 2021

A deep Kalman filter network for hand kinematics estimation using sEMG.
Pattern Recognit. Lett., 2021

Iterative Impedance Learning Control for Ankle Rehabilitation.
Proceedings of the 27th International Conference on Mechatronics and Machine Vision in Practice, 2021

A Direct Collocation method for optimization of EMG-driven wrist muscle musculoskeletal model.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Robust Iterative Learning Control for Pneumatic Muscle with State Constraint and Model Uncertainty.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Multi-Objective Optimisation for SSVEP Detection.
Proceedings of the 17th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2021

2020
A Survey on Energy-Efficient Strategies in Static Wireless Sensor Networks.
ACM Trans. Sens. Networks, 2020

Data-Driven Multiobjective Optimization for Burden Surface in Blast Furnace With Feedback Compensation.
IEEE Trans. Ind. Informatics, 2020

High-Order Model-Free Adaptive Iterative Learning Control of Pneumatic Artificial Muscle With Enhanced Convergence.
IEEE Trans. Ind. Electron., 2020

Robust extreme learning machine for modeling with unknown noise.
J. Frankl. Inst., 2020

Non-iterative and Fast Deep Learning: Multilayer Extreme Learning Machines.
J. Frankl. Inst., 2020

Multilayer probability extreme learning machine for device-free localization.
Neurocomputing, 2020

Extraction of Respiratory Signals and Respiratory Rates from the Photoplethysmogram.
Proceedings of the Body Area Networks. Smart IoT and Big Data for Intelligent Health, 2020

2019
Partially shared cache and adaptive replacement algorithm for NoC-based many-core systems.
J. Syst. Archit., 2019

A Multidimensional Reputation Evaluation Model for Mobile Crowd Sensing.
Proceedings of the 15th International Wireless Communications & Mobile Computing Conference, 2019

Upper Limb Muscle Force Estimation During Table Tennis Strokes.
Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

Surface-EMG based Wrist Kinematics Estimation using Convolutional Neural Network.
Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

Energy Efficiency of Gait Rehabilitation Robot: A Review.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

A Robust, Practical Upper Limb Electromyography Interface Using Dry 3D Printed Electrodes<sup>*</sup>.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

2018
Doppler Radar Vital Signs Detection Method Based on Higher Order Cyclostationary.
Sensors, 2018

Alterations of Muscle Synergies During Voluntary Arm Reaching Movement in Subacute Stroke Survivors at Different Levels of Impairment.
Frontiers Comput. Neurosci., 2018

Adaptive Optimization Design of Vector Error Diffusion Algorithm and IP Core for FPGA.
Proceedings of the 2018 IEEE SmartWorld, 2018

A Fuzzy-logic Based Energy-efficient Clustering Algorithm for the Wireless Sensor Networks.
Proceedings of the 26th International Conference on Software, 2018

2017
A Framework for Learning Analytics Using Commodity Wearable Devices.
Sensors, 2017

Fusion of Inertial/Magnetic Sensor Measurements and Map Information for Pedestrian Tracking.
Sensors, 2017

A computationally efficient method for hand-eye calibration.
Int. J. Comput. Assist. Radiol. Surg., 2017

Human motion tracking based on complementary Kalman filter.
Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017

2016
An Analysis Framework for Interuser Interference in IEEE 802.15.6 Body Sensor Networks: A Stochastic Geometry Approach.
IEEE Trans. Veh. Technol., 2016

Cameras and Inertial/Magnetic Sensor Units Alignment Calibration.
IEEE Trans. Instrum. Meas., 2016

A Pilot Study of Individual Muscle Force Prediction during Elbow Flexion and Extension in the Neurorehabilitation Field.
Sensors, 2016

Blind source separation and artefact cancellation for single channel bioelectrical signal.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016

Beat-to-beat ambulatory blood pressure estimation based on random forest.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016

2015
Imitation of Dynamic Walking With BSN for Humanoid Robot.
IEEE J. Biomed. Health Informatics, 2015

Use of an Inertial/Magnetic Sensor Module for Pedestrian Tracking During Normal Walking.
IEEE Trans. Instrum. Meas., 2015

Two-Step Calibration Methods for Miniature Inertial and Magnetic Sensor Units.
IEEE Trans. Ind. Electron., 2015

Micromagnetometer Calibration for Accurate Orientation Estimation.
IEEE Trans. Biomed. Eng., 2015

Performance Evaluation of Wearable Sensor Systems: A Case Study in Moderate-Scale Deployment in Hospital Environment.
Sensors, 2015

Monitoring cardio-respiratory and posture movements during sleep: What can be achieved by a single motion sensor.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

In situ sensor-to-segment calibration for whole body motion capture.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

2014
Calibration of Miniature Inertial and Magnetic Sensor Units for Robust Attitude Estimation.
IEEE Trans. Instrum. Meas., 2014

Self-Contained Pedestrian Tracking During Normal Walking Using an Inertial/Magnetic Sensor Module.
IEEE Trans. Biomed. Eng., 2014

Markerless motion capture using appearance and inertial data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

The Use of BSN for Whole Body Motion Training for a Humanoid Robot.
Proceedings of the 2014 11th International Conference on Wearable and Implantable Body Sensor Networks, 2014

Wearable Sensor Integration and Bio-motion Capture: A Practical Perspective.
Proceedings of the Body Sensor Networks, 2014

2013
Hierarchical Information Fusion for Global Displacement Estimation in Microsensor Motion Capture.
IEEE Trans. Biomed. Eng., 2013

An Optimized Handover Scheme with Movement Trend Awareness for Body Sensor Networks.
Sensors, 2013

Snake robot shape sensing using micro-inertial sensors.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Forearm functional movement recognition using spare channel surface electromyography.
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013

Multi-person vision-based head detector for markerless human motion capture.
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013

Demo abstract: Upper limb motion imitation module for humanoid robot using biomotion+ sensors.
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013

2012
Adaptive Information Fusion for Human Upper Limb Movement Estimation.
IEEE Trans. Syst. Man Cybern. Part A, 2012

Quaternion-Based Kalman Filter With Vector Selection for Accurate Orientation Tracking.
IEEE Trans. Instrum. Meas., 2012

Deformable structure from motion by fusing visual and inertial measurement data.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Displacement estimation for different gait patterns in micro-sensor motion capture.
Proceedings of the 15th International Conference on Information Fusion, 2012

Motion Reconstruction from Sparse Accelerometer Data Using PLSR.
Proceedings of the 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012

2011
Ubiquitous Human Upper-Limb Motion Estimation using Wearable Sensors.
IEEE Trans. Inf. Technol. Biomed., 2011

A Novel Hierarchical Information Fusion Method for Three-Dimensional Upper Limb Motion Estimation.
IEEE Trans. Instrum. Meas., 2011

Human Back Movement Analysis Using BSN.
Proceedings of the International Conference on Body Sensor Networks, 2011

2010
Ambulatory Hip Angle Estimation using Gaussian Particle Filter.
J. Signal Process. Syst., 2010

3D Upper Limb Motion Modeling and Estimation Using Wearable Micro-sensors.
Proceedings of the International Conference on Body Sensor Networks, 2010

2009
Signature-Driven Multiple Visual Target Tracking.
Proceedings of the IEEE International Conference on Systems, 2009

Ubiquitous Human Body Motion Capture using Micro-sensors.
Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, 2009

Hierarchical information fusion for human upper limb motion capture.
Proceedings of the 12th International Conference on Information Fusion, 2009

2008
Wearable sensors for realtime accurate hip angle estimation.
Proceedings of the IEEE International Conference on Systems, 2008

2007
Moving targets detection and localization in passive infrared sensor networks.
Proceedings of the 10th International Conference on Information Fusion, 2007


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