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Implementation of a Real-Time Force Estimation System Based on sEMG Signals and Gaussian Process Regression: Human–Robot Interaction in Rehabilitation

• Authors : Thantip Sittiruk; Kiattisak Sengchuai; Apidet Booranawong

Subjects: System implementation; electromyography; force estimation

• Source: IEEE Access, Vol 13, Pp 13731-13747 (2025)

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Closed-Loop Control of Robotic Cutting through Tactile Force Estimation ...

• Authors : Xin, Ran; Abdulali, Arsen; Iida, Fumiya

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Closed-Loop Control of Robotic Cutting through Tactile Force Estimation

• Authors : Xin, Ran; Abdulali, Arsen; Iida, Fumiya

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Improved Surface Electromyogram-Based Hand–Wrist Force Estimation Using Deep Neural Networks and Cross-Joint Transfer Learning

• Authors : Haopeng Wang; He Wang; Chenyun Dai

Subjects: electromyogram; transfer learning; deep neural networks

• Source: Sensors, Vol 24, Iss 22, p 7301 (2024)

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Force estimation for human–robot interaction using electromyogram signals from varied arm postures

• Authors : Thantip Sittiruk; Kiattisak Sengchuai; Apidet Booranawong

Subjects: sEMG; Force estimation; Regression models

• Source: EURASIP Journal on Advances in Signal Processing, Vol 2024, Iss 1, Pp 1-18 (2024)

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A spatiotemporal deep-learning model for force estimation from surface electromyography

• Authors : Simon, Pierre-Emmanuel; Peri, Elisabetta; Long, Xi

Subjects: deep-learning; dynamic force; force estimation

• Source: Simon , P-E , Peri , E , Long , X , Van Dijk , J P & Mischi , M 2024 , A spatiotemporal deep-learning model for force estimation from

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Improved Surface Electromyogram-Based Hand–Wrist Force Estimation Using Deep Neural Networks and Cross-Joint Transfer Learning

• Authors : Haopeng Wang; He Wang; Chenyun Dai

Subjects: electromyogram; transfer learning; deep neural networks

• Source: Sensors ; Volume 24 ; Issue 22 ; Pages: 7301

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MMG-Based Knee Dynamic Extension Force Estimation Using Cross-Talk and IGWO-LSTM

• Authors : Zebin Li; Lifu Gao; Gang Zhang

Subjects: knee dynamic extension force estimation; mechanomyography; crosstalk

• Source: Bioengineering, Vol 11, Iss 5, p 470 (2024)

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Distributed dynamic load in structural dynamics by the impulse-based force estimation algorithm

• Authors : Yuantian Qin; Yucheng Zhang; Vadim Silberschmidt

Subjects: Engineering; Applied mathematics; Numerical and computational mathematics

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High-Density EMG Grip Force Estimation During Muscle Fatigue via Domain Adaptation

• Authors : Pan, Huiming; Li, Dongxuan; Chen, Chen ...

• Source: IEEE Transactions on Neural Systems and Rehabilitation Engineering ; volume 33, page 925-934 ; ISSN 1534-4320 1558-0210

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