A Real-Time Voluntary Motion Extraction Method Based on an Adaptive Filter

被引：1
作者：
Xie, Mingyuan [1 ,2 ,3 ]
She, Jinhua [4 ]
Liu, Zhen-Tao [1 ,2 ,3 ]
Yang, Zhaohui [5 ]
机构：
[1] China Univ Geosci, Sch Automat, 388 Lumo Rd, Wuhan 430074, Peoples R China
[2] Hubei Key Lab Adv Control & Intelligent Automat Co, 388 Lumo Rd, Wuhan 430074, Peoples R China
[3] Minist Educ, Engn Res Ctr Intelligent Technol Geoexplorat, 388 Lumo Rd, Wuhan 430074, Peoples R China
[4] Tokyo Univ Technol, Sch Engn, 1404-1 Katakura, Hachioji, Tokyo 1920982, Japan
[5] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Rehabil, 1277 Jiefang Rd, Wuhan 430022, Peoples R China
来源：
JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS | 2023年 / 27卷 / 03期
基金：
中国国家自然科学基金; 日本学术振兴会;
关键词：
tremor suppression; adaptive filter; voluntary motion; TREMOR SUPPRESSION; PATHOLOGICAL TREMOR; CONTROLLER; LEVEL;
D O I：
10.20965/jaciii.2023.p0372
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Tremors are a symptom of several disorders of the central and peripheral nervous systems, such as Parkinson's disease (PD). Exoskeletons have been investigated as noninvasive tremor suppression alternatives to medication and surgery. The challenge in musculoskeletal tremor suppression is attenuation of tremor motion without impeding the patient's volunmonly used for tremor removal. This study presents an alternative method based on an adaptive filter. We compare the effectiveness of the LPFs and adaptive fildatabase.
引用
收藏
页码：372 / 377
页数：6
相关论文
共 19 条
  • [1] On-Body RF Sensor Toward Tremor Detection in Parkinson's Disease
    Abirami, Sakthi B.
    Sundarsingh, Esther Florence
    Ramalingam, Vimal Samsingh
    [J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021, 26 (05) : 2814 - 2817
  • [2] The clinical features and functional impact of valproate-induced tremor
    Alonso-Juarez, Marlene
    Torres-Russotto, Diego
    Crespo-Morfin, Paulina
    Fidel Baizabal-Carvallo, Jose
    [J]. PARKINSONISM & RELATED DISORDERS, 2017, 44 : 147 - 150
  • [3] Combining the Hanning windowed interpolated FFT in both directions
    Chen, Kui Fu
    Li, Yan Feng
    [J]. COMPUTER PHYSICS COMMUNICATIONS, 2008, 178 (12) : 924 - 928
  • [4] Online Tremor Suppression Using Electromyography and Low-Level Electrical Stimulation
    Dosen, Strahinja
    Muceli, Silvia
    Dideriksen, Jakob Lund
    Pablo Romero, Juan
    Rocon, Eduardo
    Pons, Jose
    Farina, Dario
    [J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2015, 23 (03) : 385 - 395
  • [5] Admittance-Based Voluntary-Driven Motion With Speed-Controlled Tremor Rejection
    Herrnstadt, Gil
    Menon, Carlo
    [J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2016, 21 (04) : 2108 - 2119
  • [6] Real-Time Voluntary Motion Prediction and Parkinson's Tremor Reduction Using Deep Neural Networks
    Ibrahim, Anas
    Zhou, Yue
    Jenkins, Mary E.
    Trejos, Ana Luisa
    Naish, Michael D.
    [J]. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2021, 29 : 1413 - 1423
  • [7] Tremor-Active Controller for Dielectric Elastomer-Based Pathological Tremor Suppression
    Kelley, Christopher R.
    Kauffman, Jeffrey L.
    [J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2020, 25 (02) : 1143 - 1148
  • [8] Liu K.Z., 2016, Robust Control-Theory and Applications
  • [9] Discrimination and Characterization of Parkinsonian Rest Tremors by Analyzing Long-Term Correlations and Multifractal Signatures
    Livi, Lorenzo
    Sadeghian, Alireza
    Sadeghian, Hamid
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2016, 63 (11) : 2243 - 2249
  • [10] Hilbert-Huang-Based Tremor Removal to Assess Postural Properties From Accelerometers
    Mellone, Sabato
    Palmerini, Luca
    Cappello, Angelo
    Chiari, Lorenzo
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2011, 58 (06) : 1752 - 1761
12