Zhiqiang Zhang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 49

Top Topics

Iterative Learning

Sensor Networks

Extreme Learning Machines

Top Venues

IEEE Trans. Instrum. Meas.

IEEE J. Biomed. Health Informatics

Publications

Aron Syversen, Alexios Dosis, David Jayne, Zhiqiang Zhang
Wearable Sensors as a Preoperative Assessment Tool: A Review. Sensors 24 (2) (2024)
Yue Shi, Shuhao Ma, Yihui Zhao, Chaoyang Shi, Zhiqiang Zhang
A Physics-Informed Low-Shot Adversarial Learning for sEMG-Based Estimation of Muscle Force and Joint Kinematics. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Kun Qian, Zhenhong Li, Samit Chakrabarty, Zhiqiang Zhang, Sheng Quan Xie
Robust Iterative Learning Control for Pneumatic Muscle With Uncertainties and State Constraints. IEEE Trans. Ind. Electron. 70 (2) (2023)
Chao Wang, Zhenhong Li, Bo Sheng, Manoj Sivan, Zhiqiang Zhang, Gu-Qiang Li, Sheng Quan Xie
A Novel Series Elastic Actuator with Variable Stiffness. AIM (2023)
Kun Qian, Zhenhong Li, Zhiqiang Zhang, Gu-Qiang Li, Sheng Quan Xie
Data-Driven Adaptive Iterative Learning Control of a Compliant Rehabilitation Robot for Repetitive Ankle Training. IEEE Robotics Autom. Lett. 8 (2) (2023)
Wenzhi Bai, Yu Lu, Andrew Weightman, Zhengtao Ding, Zhiqiang Zhang, Shengquan Xie, Zhenhong Li
IMTP: Intention-Matching Trajectory Prediction for Autonomous Vehicles. M2VIP (2023)
Chao Wang, Zhenhong Li, Bo Sheng, Manoj Sivan, Zhiqiang Zhang, Tianzhe Bao, Gu-Qiang Li, Sheng Quan Xie
An Assistive Wrist-Elbow Exoskeleton (WE-Exo) Driven by Variable Stiffness Actuators. M2VIP (2023)
Jie Zhang, Yanjiao Li, Wendong Xiao, Zhiqiang Zhang
Online Spatiotemporal Modeling for Robust and Lightweight Device-Free Localization in Nonstationary Environments. IEEE Trans. Ind. Informatics 19 (7) (2023)
Jie Zhang, Ziling Ruan, Qing Li, Zhiqiang Zhang
Toward Robust and Efficient Musculoskeletal Modeling Using Distributed Physics-Informed Deep Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Jianxiong Hao, Zhiqiang Zhang, Shuxin Wang, Chaoyang Shi
2D Shape Estimation of a Pneumatic-Driven Soft Finger with a Large Bending Angle Based on Learning from Two Sensing Modalities. Adv. Intell. Syst. 5 (10) (2023)
Jianxiong Hao, Zhiqiang Zhang, Shuxin Wang, Chaoyang Shi
2D Shape Estimation of a Pneumatic-Driven Soft Finger with a Large Bending Angle Based on Learning from Two Sensing Modalities. Adv. Intell. Syst. 5 (10) (2023)
Jie Zhang, Yihui Zhao, Tianzhe Bao, Zhenhong Li, Kun Qian, Alejandro F. Frangi, Sheng Quan Xie, Zhiqiang Zhang
Boosting Personalized Musculoskeletal Modeling With Physics-Informed Knowledge Transfer. IEEE Trans. Instrum. Meas. 72 (2023)
Jiayang Huang, Pengfei Yang, Bang Xiong, Quan Wang, Bo Wan, Ziling Ruan, Keyi Yang, Zhiqiang Zhang
Incorporating Neighboring Stimuli Data for Enhanced SSVEP-Based BCIs. IEEE Trans. Instrum. Meas. 71 (2022)
Yanjiao Li, Jie Zhang, Sen Zhang, Wendong Xiao, Zhiqiang Zhang
Multi-objective optimization-based adaptive class-specific cost extreme learning machine for imbalanced classification. Neurocomputing 496 (2022)
Deyu Lin, Linghe Kong, Chengkun Zhao, Jiayi Gao, Hao Ouyang, Ziyuan Yang, Zhiqiang Zhang
An energy-efficiency-adaptive clustering formation mechanism for the wireless sensor networks. IET Commun. 16 (3) (2022)
Tianzhe Bao, Sheng Quan Xie, Pengfei Yang, Ping Zhou, Zhiqiang Zhang
Toward Robust, Adaptiveand Reliable Upper-Limb Motion Estimation Using Machine Learning and Deep Learning-A Survey in Myoelectric Control. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Yue Zhang, Sheng Quan Xie, Zhenhong Li, Yihui Zhao, Kun Qian, Zhiqiang Zhang
CCA-based Spatio-temporal Filtering for Enhancing SSVEP Detection. BSN (2022)
Chengkun Zhao, Qian Wu, Deyu Lin, Zhiqiang Zhang, Yujie Zhang, Linghe Kong, Yong Liang Guan
An energy-balanced unequal clustering approach for circular wireless sensor networks. Ad Hoc Networks 132 (2022)
Yue Zhang, Zhiqiang Zhang, Shengquan Xie
Multi-Objective Optimisation for SSVEP Detection. BSN (2021)
Haoting Liu, Na Zheng, Yuan Wang, Jiacheng Li, Zhiqiang Zhang, Yajie Li, Jinhui Lan
Development of a Face Recognition System and Its Intelligent Lighting Compensation Method for Dark-Field Application. IEEE Trans. Instrum. Meas. 70 (2021)
Tianzhe Bao, Yihui Zhao, Syed Ali Raza Zaidi, Shengquan Xie, Pengfei Yang, Zhiqiang Zhang
A deep Kalman filter network for hand kinematics estimation using sEMG. Pattern Recognit. Lett. 143 (2021)
Tianzhe Bao, Syed Ali Raza Zaidi, Sheng Quan Xie, Pengfei Yang, Zhiqiang Zhang
A CNN-LSTM Hybrid Model for Wrist Kinematics Estimation Using Surface Electromyography. IEEE Trans. Instrum. Meas. 70 (2021)
Yihui Zhao, Zhenhong Li, Zhiqiang Zhang, Ahmed Asker, Sheng Quan Xie
A Direct Collocation method for optimization of EMG-driven wrist muscle musculoskeletal model. ICRA (2021)
Emmanuel Ayodele, Syed Ali Raza Zaidi, Jane Scott, Zhiqiang Zhang, Ali Mohammad Hayajneh, Samson Shittu, Desmond C. McLernon
A Weft Knit Data Glove. IEEE Trans. Instrum. Meas. 70 (2021)
Emmanuel Ayodele, Syed Ali Raza Zaidi, Jane Scott, Zhiqiang Zhang, Maryam Hafeez, Desmond C. McLernon
The Effect of Miss and Tuck Stitches on a Weft Knit Strain Sensor. Sensors 21 (2) (2021)
Qingsong Ai, Da Ke, Jie Zuo, Wei Meng, Quan Liu, Zhiqiang Zhang, Sheng Quan Xie
High-Order Model-Free Adaptive Iterative Learning Control of Pneumatic Artificial Muscle With Enhanced Convergence. IEEE Trans. Ind. Electron. 67 (11) (2020)
Jie Zhang, Yanjiao Li, Wendong Xiao, Zhiqiang Zhang
Robust extreme learning machine for modeling with unknown noise. J. Frankl. Inst. 357 (14) (2020)
Jie Zhang, Wendong Xiao, Yanjiao Li, Sen Zhang, Zhiqiang Zhang
Multilayer probability extreme learning machine for device-free localization. Neurocomputing 396 (2020)
Deyu Lin, Quan Wang, Weidong Min, Jianfeng Xu, Zhiqiang Zhang
A Survey on Energy-Efficient Strategies in Static Wireless Sensor Networks. ACM Trans. Sens. Networks 17 (1) (2020)
Jie Zhang, Yanjiao Li, Wendong Xiao, Zhiqiang Zhang
Non-iterative and Fast Deep Learning: Multilayer Extreme Learning Machines. J. Frankl. Inst. 357 (13) (2020)
Yanjiao Li, Sen Zhang, Jie Zhang, Yixin Yin, Wendong Xiao, Zhiqiang Zhang
Data-Driven Multiobjective Optimization for Burden Surface in Blast Furnace With Feedback Compensation. IEEE Trans. Ind. Informatics 16 (4) (2020)
Shenglang Xiao, Pengfei Yang, Luyao Liu, Zhiqiang Zhang, Jiankang Wu
Extraction of Respiratory Signals and Respiratory Rates from the Photoplethysmogram. BODYNETS (2020)
Lin Wu, Sheng Quan Xie, Zhiqiang Zhang, Wei Meng
Energy Efficiency of Gait Rehabilitation Robot: A Review. AIM (2019)
Deyu Lin, Quan Wang, Pengfei Yang, Zhiqiang Zhang
A Multidimensional Reputation Evaluation Model for Mobile Crowd Sensing. IWCMC (2019)
Ziad Abass, Wei Meng, Sheng Quan Xie, Zhiqiang Zhang
. AIM (2019)
Yiming Guo, Yingfei Sun, Yi Ren, Zhipei Huang, Jiankang Wu, Zhiqiang Zhang
Upper Limb Muscle Force Estimation During Table Tennis Strokes. BSN (2019)
Pengfei Yang, Quan Wang, Hongwei Ye, Zhiqiang Zhang
Partially shared cache and adaptive replacement algorithm for NoC-based many-core systems. J. Syst. Archit. 98 (2019)
Tianzhe Bao, Syed Ali Raza Zaidi, Sheng Quan Xie, Zhiqiang Zhang
Surface-EMG based Wrist Kinematics Estimation using Convolutional Neural Network. BSN (2019)
Pengfei Yang, Quan Wang, Tao Guo, Wei Li, Zhiqiang Zhang
Adaptive Optimization Design of Vector Error Diffusion Algorithm and IP Core for FPGA. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Zhibin Yu, Duo Zhao, Zhiqiang Zhang
Doppler Radar Vital Signs Detection Method Based on Higher Order Cyclostationary. Sensors 18 (1) (2018)
Bingyu Pan, Yingfei Sun, Bin Xie, Zhipei Huang, Jiankang Wu, Jiateng Hou, Yijun Liu, Zhen Huang, Zhiqiang Zhang
Alterations of Muscle Synergies During Voluntary Arm Reaching Movement in Subacute Stroke Survivors at Different Levels of Impairment. Frontiers Comput. Neurosci. 12 (2018)
Quan Wang, Deyu Lin, Pengfei Yang, Zhiqiang Zhang
A Fuzzy-logic Based Energy-efficient Clustering Algorithm for the Wireless Sensor Networks. SoftCOM (2018)
Zhiqiang Zhang, Lin Zhang, Guang-Zhong Yang
A computationally efficient method for hand-eye calibration. Int. J. Comput. Assist. Radiol. Surg. 12 (10) (2017)
Yu Lu, Sen Zhang, Zhiqiang Zhang, Wendong Xiao, Shengquan Yu
A Framework for Learning Analytics Using Commodity Wearable Devices. Sensors 17 (6) (2017)
Shu-Di Bao, Xiaoli Meng, Wendong Xiao, Zhiqiang Zhang
Fusion of Inertial/Magnetic Sensor Measurements and Map Information for Pedestrian Tracking. Sensors 17 (2) (2017)
Zhiqiang Zhang, Huihui Li, Danilo P. Mandic
Blind source separation and artefact cancellation for single channel bioelectrical signal. BSN (2016)
Wen Sun, Yu Ge, Zhiqiang Zhang, Wai-Choong Wong
An Analysis Framework for Interuser Interference in IEEE 802.15.6 Body Sensor Networks: A Stochastic Geometry Approach. IEEE Trans. Veh. Technol. 65 (10) (2016)
Jiateng Hou, Yingfei Sun, Lixin Sun, Bingyu Pan, Zhipei Huang, Jiankang Wu, Zhiqiang Zhang
A Pilot Study of Individual Muscle Force Prediction during Elbow Flexion and Extension in the Neurorehabilitation Field. Sensors 16 (12) (2016)
Rui He, Zhipei Huang, Lianying Ji, Jian-Kang Wu, Huihui Li, Zhiqiang Zhang
Beat-to-beat ambulatory blood pressure estimation based on random forest. BSN (2016)
Zhiqiang Zhang, Xiaoli Meng
Use of an Inertial/Magnetic Sensor Module for Pedestrian Tracking During Normal Walking. IEEE Trans. Instrum. Meas. 64 (3) (2015)
Krittameth Teachasrisaksakul, Zhiqiang Zhang, Guang-Zhong Yang
In situ sensor-to-segment calibration for whole body motion capture. BSN (2015)
Zhiqiang Zhang, Guang-Zhong Yang
Micromagnetometer Calibration for Accurate Orientation Estimation. IEEE Trans. Biomed. Eng. 62 (2) (2015)
Zhiqiang Zhang, Guang-Zhong Yang
Monitoring cardio-respiratory and posture movements during sleep: What can be achieved by a single motion sensor. BSN (2015)
Krittameth Teachasrisaksakul, Zhiqiang Zhang, Guang-Zhong Yang, Benny Lo
Imitation of Dynamic Walking With BSN for Humanoid Robot. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Wen Sun, Yu Ge, Zhiqiang Zhang, Wai-Choong Wong
Performance Evaluation of Wearable Sensor Systems: A Case Study in Moderate-Scale Deployment in Hospital Environment. Sensors 15 (10) (2015)
Xiaoli Meng, Zhiqiang Zhang, Jian-Kang Wu, Wai-Choong Wong, Haoyong Yu
Self-Contained Pedestrian Tracking During Normal Walking Using an Inertial/Magnetic Sensor Module. IEEE Trans. Biomed. Eng. 61 (3) (2014)
Zhiqiang Zhang, Guang-Zhong Yang
Calibration of Miniature Inertial and Magnetic Sensor Units for Robust Attitude Estimation. IEEE Trans. Instrum. Meas. 63 (3) (2014)
Charence Wong, Zhiqiang Zhang, Benny Lo, Guang-Zhong Yang
Markerless motion capture using appearance and inertial data. EMBC (2014)
Krittameth Teachasrisaksakul, Zhiqiang Zhang, Guang-Zhong Yang
The Use of BSN for Whole Body Motion Training for a Humanoid Robot. BSN (2014)
Krittameth Teachasrisaksakul, Zhiqiang Zhang, Guang-Zhong Yang
Demo abstract: Upper limb motion imitation module for humanoid robot using biomotion+ sensors. BSN (2013)
Charence Wong, Zhiqiang Zhang, Stephen McKeague, Guang-Zhong Yang
Multi-person vision-based head detector for markerless human motion capture. BSN (2013)
Wen Sun, Zhiqiang Zhang, Lianying Ji, Wai-Choong Wong
An Optimized Handover Scheme with Movement Trend Awareness for Body Sensor Networks. Sensors 13 (6) (2013)
Zhiqiang Zhang, Jianzhong Shang, Carlo Seneci, Guang-Zhong Yang
Snake robot shape sensing using micro-inertial sensors. IROS (2013)
Xiaoli Meng, Zhiqiang Zhang, Jian-Kang Wu, Wai-Choong Wong
Hierarchical Information Fusion for Global Displacement Estimation in Microsensor Motion Capture. IEEE Trans. Biomed. Eng. 60 (7) (2013)
Zhiqiang Zhang, Charence Wong, Guang-Zhong Yang
Forearm functional movement recognition using spare channel surface electromyography. BSN (2013)
Zhiqiang Zhang, Xiaoli Meng, Jian-Kang Wu
Quaternion-Based Kalman Filter With Vector Selection for Accurate Orientation Tracking. IEEE Trans. Instrum. Meas. 61 (10) (2012)
Charence Wong, Zhiqiang Zhang, Richard Kwasnicki, Jindong Liu, Guang-Zhong Yang
Motion Reconstruction from Sparse Accelerometer Data Using PLSR. BSN (2012)
Stamatia Giannarou, Zhiqiang Zhang, Guang-Zhong Yang
Deformable structure from motion by fusing visual and inertial measurement data. IROS (2012)
Xiaoli Meng, Guanhong Tao, Zhiqiang Zhang, Shuyan Sun, Jiankang Wu, Wai-Choong Wong
Displacement estimation for different gait patterns in micro-sensor motion capture. FUSION (2012)
Zhiqiang Zhang, Lianying Ji, Zhipei Huang, Jian-Kang Wu
Adaptive Information Fusion for Human Upper Limb Movement Estimation. IEEE Trans. Syst. Man Cybern. Part A 42 (5) (2012)
Zhiqiang Zhang, Julien Pansiot, Benny P. L. Lo, Guang-Zhong Yang
Human Back Movement Analysis Using BSN. BSN (2011)
Zhiqiang Zhang, Jian-Kang Wu
A Novel Hierarchical Information Fusion Method for Three-Dimensional Upper Limb Motion Estimation. IEEE Trans. Instrum. Meas. 60 (11) (2011)
Zhiqiang Zhang, Wai-Choong Wong, Jian-Kang Wu
Ubiquitous Human Upper-Limb Motion Estimation using Wearable Sensors. IEEE Trans. Inf. Technol. Biomed. 15 (4) (2011)
Zhiqiang Zhang, Lawrence W. C. Wong, Jian-Kang Wu
3D Upper Limb Motion Modeling and Estimation Using Wearable Micro-sensors. BSN (2010)
Zhiqiang Zhang, Zhipei Huang, Jiankang Wu
Ambulatory Hip Angle Estimation using Gaussian Particle Filter. J. Signal Process. Syst. 58 (3) (2010)
Zhiqiang Zhang, Zheng Wu, Jiang Chen, Jian-Kang Wu
Ubiquitous Human Body Motion Capture using Micro-sensors. PerCom Workshops (2009)
Shuyan Sun, Zhipei Huang, Sheng Jiang, Jiankang Wu, Zhiqiang Zhang
Signature-Driven Multiple Visual Target Tracking. SMC (2009)
Zhiqiang Zhang, Zhipei Huang, Jiankang Wu
Hierarchical information fusion for human upper limb motion capture. FUSION (2009)
Zhiqiang Zhang, Jiankang Wu, Zhipei Huang
Wearable sensors for realtime accurate hip angle estimation. SMC (2008)
Zhiqiang Zhang, Xuebin Gao, Jit Biswas, Jian-Kang Wu
Moving targets detection and localization in passive infrared sensor networks. FUSION (2007)