Multi-sensor information fusion based on machine learning for real applications in human activity recognition: State-of-the-art and research challenges.

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[DOI]

Sen Qiu

Hongkai Zhao

Inf. Fusion, 2022

Sensor network oriented human motion capture via wearable intelligent system.

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[DOI]

Int. J. Intell. Syst., 2022

Robust Adaptive Cubature Kalman Filter for Attitude Determination in Wearable Inertial Sensor Networks.

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[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

2021

Motion Analysis of Deadlift for Trainers With Different Levels Based on Body Sensor Network.

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[DOI]

IEEE Trans. Instrum. Meas., 2021

A selection framework of sensor combination feature subset for human motion phase segmentation.

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[DOI]

Inf. Fusion, 2021

Multi-body sensor data fusion to evaluate the hippotherapy for motor ability improvement in children with cerebral palsy.

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[DOI]

Inf. Fusion, 2021

Modulation recognition method of satellite communication based on CLDNN model.

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[DOI]

Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

Research on Security Protection Warning Model Based on Multiple Data Monitoring.

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[DOI]

Proceedings of the ICCSE '21: 5th International Conference on Crowd Science and Engineering, Jinan, China, October 16, 2021

2020

Swimming Stroke Phase Segmentation Based on Wearable Motion Capture Technique.

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[DOI]

IEEE Trans. Instrum. Meas., 2020

Using Body Sensor Network to Measure the Effect of Rehabilitation Therapy on Improvement of Lower Limb Motor Function in Children With Spastic Diplegia.

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[DOI]

IEEE Trans. Instrum. Meas., 2020

Towards Wearable-Inertial-Sensor-Based Gait Posture Evaluation for Subjects with Unbalanced Gaits.

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[DOI]

Sensors, 2020

Canoeing Motion Tracking and Analysis via Multi-Sensors Fusion.

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[DOI]

Sensors, 2020

2019

Using Wearable Sensors to Capture Posture of the Human Lumbar Spine in Competitive Swimming.

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[DOI]

IEEE Trans. Hum. Mach. Syst., 2019

A Multisensor Multiclassifier Hierarchical Fusion Model Based on Entropy Weight for Human Activity Recognition Using Wearable Inertial Sensors.

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[DOI]

IEEE Trans. Hum. Mach. Syst., 2019

Human-Human Interactional Synchrony Analysis Based on Body Sensor Networks.

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[DOI]

IEEE Trans. Affect. Comput., 2019

Smartphone-Based 3D Indoor Pedestrian Positioning through Multi-Modal Data Fusion.

[BibT_eX]

[DOI]

Sensors, 2019

Adaptive gait detection based on foot-mounted inertial sensors and multi-sensor fusion.

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[DOI]

Inf. Fusion, 2019

Advances in multi-sensor fusion for body sensor networks: Algorithms, architectures, and applications.

[BibT_eX]

[DOI]

Inf. Fusion, 2019

Pedestrian Dead Reckoning Using Pocket-Worn Smartphone.

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[DOI]

IEEE Access, 2019

Body Sensor Network-Based Gait Quality Assessment for Clinical Decision-Support via Multi-Sensor Fusion.

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[DOI]

IEEE Access, 2019

Performance Characterization of Foot-Mounted Gait Analysis Systems and Related Systems.

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[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Swimming Motion Analysis and Posture Recognition Based on Wearable Inertial Sensors.

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[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Table Tennis Stroke Recognition Based on Body Sensor Network.

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[DOI]

Proceedings of the Internet and Distributed Computing Systems, 2019

A Multi-Featured Analysis for Body Sensor Networks-based Affective Actions Recognition.

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[DOI]

Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

Using Distributed Wearable Inertial Sensors to Measure and Evaluate the Motions of Children with Cerebral Palsy in Hippotherapy.

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[DOI]

Proceedings of the Body Area Networks. Smart IoT and Big Data for Intelligent Health Management, 2019

Towards Body Sensor Network Based Gait Abnormality Evaluation for Stroke Survivors.

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[DOI]

Proceedings of the Body Area Networks. Smart IoT and Big Data for Intelligent Health Management, 2019

Group Walking Recognition Based on Smartphone Sensors.

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[DOI]

Proceedings of the Body Area Networks. Smart IoT and Big Data for Intelligent Health Management, 2019

Evaluation of Inertial Sensor Configurations for Wearable Gait Analysis.

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[DOI]

Proceedings of the Big Data, 2019

Gait Analysis for Physical Rehabilitation via Body-Worn Sensors and Multi-information Fusion.

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[DOI]

Proceedings of the Advances in Body Area Networks I, 2019

2018

Inertial Sensor-Based Analysis of Equestrian Sports Between Beginner and Professional Riders Under Different Horse Gaits.

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[DOI]

IEEE Trans. Instrum. Meas., 2018

Segmentation and recognition of human motion sequences using wearable inertial sensors.

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[DOI]

Ming Guo

Zhelong Wang

Multim. Tools Appl., 2018

Inertial/magnetic sensors based pedestrian dead reckoning by means of multi-sensor fusion.

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[DOI]

Inf. Fusion, 2018

Using Body-Worn Sensors for Preliminary Rehabilitation Assessment in Stroke Victims With Gait Impairment.

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[DOI]

IEEE Access, 2018

IEEE Access Special Section Editorial: Body Area Networks.

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[DOI]

IEEE Access, 2018

Quantitative Analysis of Abnormal and Normal Gait based on Inertial Sensors.

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[DOI]

Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

2017

CPG-Inspired Locomotion Control for a Snake Robot Basing on Nonlinear Oscillators.

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[DOI]

Zhelong Wang

Qin Gao

Hongyu Zhao

J. Intell. Robotic Syst., 2017

Kernel fusion based extreme learning machine for cross-location activity recognition.

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[DOI]

Inf. Fusion, 2017

Heterogeneous data fusion for three-dimensional gait analysis using wearable MARG sensors.

[BibT_eX]

[DOI]

Int. J. Comput. Sci. Eng., 2017

Study on the attitude of equestrian sport based on body sensor network.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

IMU-based gait analysis for rehabilitation assessment of patients with gait disorders.

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[DOI]

Proceedings of the 4th International Conference on Systems and Informatics, 2017

Examination of Gait Disorders in Hemiparesis Patients Using Foot-Mounted Inertial Sensors.

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[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2017

Gaitsense: A Potential Assistance for Physical Rehabilitation by Means of Wearable Sensors.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Computational Science and Engineering, 2017

Networked gesture tracking system based on immersive real-time interaction.

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[DOI]

Proceedings of the 21st IEEE International Conference on Computer Supported Cooperative Work in Design, 2017

A survey of open body sensor networks: Applications and challenges.

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[DOI]

Proceedings of the 14th IEEE Annual Consumer Communications & Networking Conference, 2017

2016

Using Distributed Wearable Sensors to Measure and Evaluate Human Lower Limb Motions.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2016

Badminton Stroke Recognition Based on Body Sensor Networks.

[BibT_eX]

[DOI]

Zhelong Wang

Ming Guo

Cong Zhao

IEEE Trans. Hum. Mach. Syst., 2016

Mixed-kernel based weighted extreme learning machine for inertial sensor based human activity recognition with imbalanced dataset.

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[DOI]

Neurocomputing, 2016

CanoeSense: Monitoring canoe sprint motion using wearable sensors.

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[DOI]

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

SwimSense: Monitoring Swimming Motion Using Body Sensor Networks.

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[DOI]

Proceedings of the Internet and Distributed Computing Systems, 2016

Synchrony expression analysis of human-human interaction using wearable sensors.

[BibT_eX]

[DOI]

Ning Yang

Zhelong Wang

Weijian Hu

Proceedings of the 12th IEEE International Conference on Control and Automation, 2016

An improved algorithm for human activity recognition using wearable sensors.

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[DOI]

Ye Chen

Ming Guo

Zhelong Wang

Proceedings of the Eighth International Conference on Advanced Computational Intelligence, 2016

Human motion phase segmentation based on three new features.

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[DOI]

Proceedings of the 20th IEEE International Conference on Computer Supported Cooperative Work in Design, 2016

2015

A feature extraction method for human action recognition using body-worn inertial sensors.

[BibT_eX]

[DOI]

Ming Guo

Zhelong Wang

Proceedings of the 19th IEEE International Conference on Computer Supported Cooperative Work in Design, 2015

Foot Motion Measurement for Home based Rehabilitation Using Distributed Wearable Sensor.

[BibT_eX]

[DOI]

Zhelong Wang

Sen Qiu

Proceedings of the 10th EAI International Conference on Body Area Networks, 2015

2014

A method to calibrate installation orientation errors of inertial sensors for gait analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information and Automation, 2014

2013

A time-controllable Allan variance method for MEMS IMU.

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[DOI]

Ind. Robot, 2013

2012

An Incremental Learning Method Based on Probabilistic Neural Networks and Adjustable Fuzzy Clustering for Human Activity Recognition by Using Wearable Sensors.

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[DOI]

IEEE Trans. Inf. Technol. Biomed., 2012

Bayesian multi-instance multi-label learning using Gaussian process prior.

[BibT_eX]

[DOI]

Jianjun He

Hong Gu