Literature DB >> 25983585

Estimation of Center of Mass Trajectory using Wearable Sensors during Golf Swing.

Bijan Najafi1, Jacqueline Lee-Eng1, James S Wrobel2, Ruben Goebel3.   

Abstract

This study suggests a wearable sensor technology to estimate center of mass (CoM) trajectory during a golf swing. Groups of 3, 4, and 18 participants were recruited, respectively, for the purpose of three validation studies. Study 1 examined the accuracy of the system to estimate a 3D body segment angle compared to a camera-based motion analyzer (Vicon®). Study 2 assessed the accuracy of three simplified CoM trajectory models. Finally, Study 3 assessed the accuracy of the proposed CoM model during multiple golf swings. A relatively high agreement was observed between wearable sensors and the reference (Vicon®) for angle measurement (r > 0.99, random error <1.2° (1.5%) for anterior-posterior; <0.9° (2%) for medial-lateral; and <3.6° (2.5%) for internal-external direction). The two-link model yielded a better agreement with the reference system compared to one-link model (r > 0.93 v. r = 0.52, respectively). On the same note, the proposed two-link model estimated CoM trajectory during golf swing with relatively good accuracy (r > 0.9, A-P random error <1cm (7.7%) and <2cm (10.4%) for M-L). The proposed system appears to accurately quantify the kinematics of CoM trajectory as a surrogate of dynamic postural control during an athlete's movement and its portability, makes it feasible to fit the competitive environment without restricting surface type. Key pointsThis study demonstrates that wearable technology based on inertial sensors are accurate to estimate center of mass trajectory in complex athletic task (e.g., golf swing)This study suggests that two-link model of human body provides optimum tradeoff between accuracy and minimum number of sensor module for estimation of center of mass trajectory in particular during fast movements.Wearable technologies based on inertial sensors are viable option for assessing dynamic postural control in complex task outside of gait laboratory and constraints of cameras, surface, and base of support.

Entities:  

Keywords:  Wearable technology; balance; center of mass; dynamic postural control; golf swing; simplified biomechanical model of human body

Year:  2015        PMID: 25983585      PMCID: PMC4424465     

Source DB:  PubMed          Journal:  J Sports Sci Med        ISSN: 1303-2968            Impact factor:   2.988


  30 in total

1.  Age-dependent variations in the directional sensitivity of balance corrections and compensatory arm movements in man.

Authors:  J H J Allum; M G Carpenter; F Honegger; A L Adkin; B R Bloem
Journal:  J Physiol       Date:  2002-07-15       Impact factor: 5.182

2.  Standing balance evaluation using a triaxial accelerometer.

Authors:  Ruth E Mayagoitia; Joost C Lötters; Peter H Veltink; Hermie Hermens
Journal:  Gait Posture       Date:  2002-08       Impact factor: 2.840

3.  Measuring orientation of human body segments using miniature gyroscopes and accelerometers.

Authors:  H J Luinge; P H Veltink
Journal:  Med Biol Eng Comput       Date:  2005-03       Impact factor: 2.602

4.  Golfing skill level postural control differences: a brief report.

Authors:  James S Wrobel; Samuel Marclay; Bijan Najafi
Journal:  J Sports Sci Med       Date:  2012-09-01       Impact factor: 2.988

5.  Does integrative medicine enhance balance in aging adults? Proof of concept for the benefit of electroacupuncture therapy in Parkinson's disease.

Authors:  Nima Toosizadeh; Hong Lei; Michael Schwenk; Scott J Sherman; Esther Sternberg; Jane Mohler; Bijan Najafi
Journal:  Gerontology       Date:  2014-10-22       Impact factor: 5.140

6.  Trunk accelerometry reveals postural instability in untreated Parkinson's disease.

Authors:  Martina Mancini; Fay B Horak; Cris Zampieri; Patricia Carlson-Kuhta; John G Nutt; Lorenzo Chiari
Journal:  Parkinsonism Relat Disord       Date:  2011-06-08       Impact factor: 4.891

7.  Reciprocal angular acceleration of the ankle and hip joints during quiet standing in humans.

Authors:  Y Aramaki; D Nozaki; K Masani; T Sato; K Nakazawa; H Yano
Journal:  Exp Brain Res       Date:  2001-02       Impact factor: 1.972

Review 8.  Bilateral balance impairments after lateral ankle trauma: a systematic review and meta-analysis.

Authors:  Erik A Wikstrom; Sagar Naik; Neha Lodha; James H Cauraugh
Journal:  Gait Posture       Date:  2010-03-19       Impact factor: 2.840

9.  Balance rehabilitation: promoting the role of virtual reality in patients with diabetic peripheral neuropathy.

Authors:  Gurtej S Grewal; Rashad Sayeed; Michael Schwenk; Manish Bharara; Robert Menzies; Talal K Talal; David G Armstrong; Bijan Najafi
Journal:  J Am Podiatr Med Assoc       Date:  2013 Nov-Dec

10.  Importance of time spent standing for those at risk of diabetic foot ulceration.

Authors:  Bijan Najafi; Ryan T Crews; James S Wrobel
Journal:  Diabetes Care       Date:  2010-08-03       Impact factor: 17.152

View more
  20 in total

1.  Motor Performance and Physical Activity as Predictors of Prospective Falls in Community-Dwelling Older Adults by Frailty Level: Application of Wearable Technology.

Authors:  M Jane Mohler; Christopher S Wendel; Ruth E Taylor-Piliae; Nima Toosizadeh; Bijan Najafi
Journal:  Gerontology       Date:  2016-04-30       Impact factor: 5.140

2.  Paravertebral spinal injection for the treatment of patients with degenerative facet osteoarthropathy: Evidence of motor performance improvements based on objective assessments.

Authors:  Nima Toosizadeh; Homayoon Harati; Tzu-Chuan Yen; Cindy Fastje; Jane Mohler; Bijan Najafi; Michael Dohm
Journal:  Clin Biomech (Bristol, Avon)       Date:  2016-10-11       Impact factor: 2.063

3.  Does integrative medicine enhance balance in aging adults? Proof of concept for the benefit of electroacupuncture therapy in Parkinson's disease.

Authors:  Nima Toosizadeh; Hong Lei; Michael Schwenk; Scott J Sherman; Esther Sternberg; Jane Mohler; Bijan Najafi
Journal:  Gerontology       Date:  2014-10-22       Impact factor: 5.140

Review 4.  Trends Supporting the In-Field Use of Wearable Inertial Sensors for Sport Performance Evaluation: A Systematic Review.

Authors:  Valentina Camomilla; Elena Bergamini; Silvia Fantozzi; Giuseppe Vannozzi
Journal:  Sensors (Basel)       Date:  2018-03-15       Impact factor: 3.576

5.  Toward Using a Smartwatch to Monitor Frailty in a Hospital Setting: Using a Single Wrist-Wearable Sensor to Assess Frailty in Bedbound Inpatients.

Authors:  Hyoki Lee; Bellal Joseph; Ana Enriquez; Bijan Najafi
Journal:  Gerontology       Date:  2017-11-25       Impact factor: 5.140

6.  Influences of frailty syndrome on open-loop and closed-loop postural control strategy.

Authors:  Nima Toosizadeh; Jane Mohler; Christopher Wendel; Bijan Najafi
Journal:  Gerontology       Date:  2014-10-01       Impact factor: 5.140

7.  Instrumented Trail-Making Task: Application of Wearable Sensor to Determine Physical Frailty Phenotypes.

Authors:  He Zhou; Javad Razjouyan; Debopriyo Halder; Anand D Naik; Mark E Kunik; Bijan Najafi
Journal:  Gerontology       Date:  2018-10-25       Impact factor: 5.140

8.  Foot Problems in Older Adults Associations with Incident Falls, Frailty Syndrome, and Sensor-Derived Gait, Balance, and Physical Activity Measures.

Authors:  Amy Muchna; Bijan Najafi; Christopher S Wendel; Michael Schwenk; David G Armstrong; Jane Mohler
Journal:  J Am Podiatr Med Assoc       Date:  2017-08-30

9.  Using wearables to screen motor performance deterioration because of cancer and chemotherapy-induced peripheral neuropathy (CIPN) in adults - Toward an early diagnosis of CIPN.

Authors:  Mohsen Zahiri; Kevin M Chen; He Zhou; Hung Nguyen; Biruh T Workeneh; Sarvari V Yellapragada; Yvonne H Sada; Michael Schwenk; Bijan Najafi
Journal:  J Geriatr Oncol       Date:  2019-01-18       Impact factor: 3.599

10.  Estimation of 3D Body Center of Mass Acceleration and Instantaneous Velocity from a Wearable Inertial Sensor Network in Transfemoral Amputee Gait: A Case Study.

Authors:  Emeline Simonetti; Elena Bergamini; Giuseppe Vannozzi; Joseph Bascou; Hélène Pillet
Journal:  Sensors (Basel)       Date:  2021-04-30       Impact factor: 3.576

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.