Integration and Testing of a Three-Axis Accelerometer in a Woven E-Textile Sleeve for Wearable Movement Monitoring

This paper presents a method to integrate and package an accelerometer within a textile to create an electronic textile (e-textile). The smallest commercially available accelerometer sensor (2 mm × 2 mm × 0.95 mm) is used in the e-textile and is fully integrated within the weave structure of the fabric itself, rendering it invisible to the wearer. The e-textile forms the basis of a wearable woven sleeve which is applied to arm and knee joint bending angle measurement. The integrated e-textile based accelerometer sensor system is used to identify activity type, such as walking or running, and count the total number of steps taken. Performance was verified by comparing measurements of specific elbow joint angles over the range of 0° to 180° with those obtained from a commercial bending sensor from Bend Labs and from a custom-built goniometer. The joint bending angles, measured by all three sensors, show good agreement with an error of less than ~1% of reading which provides a high degree of confidence in the e-textile sensor system. Subsequently, knee joint angles were measured experimentally on three subjects with each being tested three times on each of three activities (walking, running and climbing stairs). This allowed the minimum and maximum knee joint angles for each activity to be determined. This data is then used to identify activity type and perform step counting.

[1]  A. Lymberis,et al.  Advanced Wearable Health Systems and Applications - Research and Development Efforts in the European Union , 2007, IEEE Engineering in Medicine and Biology Magazine.

[2]  S. J. Tupling,et al.  Use of cardan angles to locate rigid bodies in three-dimensional space , 1987, Medical and Biological Engineering and Computing.

[3]  A. K. Haghi,et al.  Comfortable textile-based electrode for wearable electrocardiogram , 2015 .

[4]  Opas Chutatape,et al.  Detection of improper postures leading to dislocation of hip prosthesis by a smartphone , 2017, 2017 14th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON).

[5]  A. Cobo,et al.  Simple low-frequency optical fiber accelerometer with large rotating machine monitoring applications , 1997 .

[6]  Elena Nicolescu Veety,et al.  Wearable thermoelectric generators for human body heat harvesting , 2016 .

[7]  M. Martens,et al.  Experimental analysis of the quadriceps muscle force and patello-femoral joint reaction force for various activities. , 1972, Acta orthopaedica Scandinavica.

[8]  Dina Meoli,et al.  INTERACTIVE ELECTRONIC TEXTILE DEVELOPMENT: A Review of Technologies , 2002 .

[9]  Felipe Pivetta Carpes,et al.  Effects of changing speed on knee and ankle joint load during walking and running , 2015, Journal of sports sciences.

[10]  Insoo Kim,et al.  Challenges in Design and Fabrication of Flexible/Stretchable Carbon- and Textile-Based Wearable Sensors for Health Monitoring: A Critical Review , 2020, Sensors.

[11]  Alessandro Tognetti,et al.  Wearable Goniometer and Accelerometer Sensory Fusion for Knee Joint Angle Measurement in Daily Life , 2015, Sensors.

[12]  Guy A. E. Vandenbosch,et al.  Wearable Wireless Health Monitoring: Current Developments, Challenges, and Future Trends , 2015, IEEE Microwave Magazine.

[13]  Steve Beeby,et al.  Wash Testing of Electronic Yarn , 2020, Materials.

[14]  Kai Yang,et al.  E-Textiles for Healthy Ageing , 2019, Sensors.

[15]  Yeh-Liang Hsu,et al.  A Review of Accelerometry-Based Wearable Motion Detectors for Physical Activity Monitoring , 2010, Sensors.

[16]  Lars L. Andersen,et al.  A protocol for a new methodological model for work-related shoulder complex injuries: From diagnosis to rehabilitation , 2017, BMC Musculoskeletal Disorders.

[17]  Yao-Chiang Kan,et al.  A Wearable Inertial Sensor Node for Body Motion Analysis , 2012, IEEE Sensors Journal.

[18]  Kun-Hui Chen,et al.  Data Collection and Analysis Using Wearable Sensors for Monitoring Knee Range of Motion after Total Knee Arthroplasty , 2017, Sensors.

[19]  Bijan Najafi,et al.  Estimation of Center of Mass Trajectory using Wearable Sensors during Golf Swing. , 2015, Journal of sports science & medicine.

[20]  Tao Liu,et al.  Wearable Sensor Systems for Infants , 2015, Sensors.

[21]  Steve Beeby,et al.  Novel Electronic Packaging Method for Functional Electronic Textiles , 2019, IEEE Transactions on Components, Packaging and Manufacturing Technology.

[22]  Richard Martin,et al.  Design for wearability , 1998, Digest of Papers. Second International Symposium on Wearable Computers (Cat. No.98EX215).

[23]  Niina Hernández,et al.  An upper body garment with integrated sensors for people with neurological disorders – early development and evaluation , 2019, BMC biomedical engineering.

[24]  A. Timmermans,et al.  Interactive wearable systems for upper body rehabilitation: a systematic review , 2017, Journal of NeuroEngineering and Rehabilitation.

[25]  João Gomes,et al.  Wearable E-Textile Technologies: A Review on Sensors, Actuators and Control Elements , 2018 .

[26]  Ki Jun Yu,et al.  Soft, wireless periocular wearable electronics for real-time detection of eye vergence in a virtual reality toward mobile eye therapies , 2020, Science Advances.

[27]  Stefano Ramat,et al.  A Wearable and Modular Inertial Unit for Measuring Limb Movements and Balance Control Abilities , 2016, IEEE Sensors Journal.

[28]  P. Bifulco,et al.  A wearable device for recording of biopotentials and body movements , 2011, 2011 IEEE International Symposium on Medical Measurements and Applications.

[29]  Steve Beeby,et al.  Finite element analysis (FEA) modelling and experimental verification to optimise flexible electronic packaging for e-textiles , 2020, Microsystem Technologies.

[30]  Nigel H. Lovell,et al.  Tracking the Evolution of Smartphone Sensing for Monitoring Human Movement , 2015, Sensors.

[31]  M. Tudor,et al.  Integrating Flexible Filament Circuits for E‐Textile Applications , 2019, Advanced Materials Technologies.

[32]  Gerhard Tröster,et al.  Recognizing Upper Body Postures using Textile Strain Sensors , 2007, 2007 11th IEEE International Symposium on Wearable Computers.

[33]  Thomas Schauer,et al.  Sensing motion and muscle activity for feedback control of functional electrical stimulation: Ten years of experience in Berlin , 2017, Annu. Rev. Control..

[34]  Susan Hallbeck,et al.  Effect of chair types on work-related musculoskeletal discomfort during vaginal surgery. , 2016, American journal of obstetrics and gynecology.