Development of a Protocol for Biomechanical Gait Analysis in Asian Elephants Using the Triaxial Inertial Measurement Unit (IMU)

被引:2
作者
Wantanajittikul, Kittichai [1 ]
Thitaram, Chatchote [2 ,3 ]
Khammesri, Siripat [2 ]
Kongsawasdi, Siriphan [2 ,4 ]
机构
[1] Chiang Mai Univ, Fac Associated Med Sci, Dept Radiol Technol, Chiang Mai 50200, Thailand
[2] Chiang Mai Univ, Ctr Elephant & Wildlife Hlth, Chiang Mai 50200, Thailand
[3] Chiang Mai Univ, Fac Vet Med, Dept Compan Anim & Wildlife Clin, Chiang Mai 50100, Thailand
[4] Chiang Mai Univ, Fac Associated Med Sci, Dept Phys Therapy, Chiang Mai 50200, Thailand
关键词
biomechanics; elephant; gait; IMU; HIND-LIMB LAMENESS; AFRICAN; LOCOMOTION;
D O I
10.3390/vetsci9080432
中图分类号
S85 [动物医学(兽医学)];
学科分类号
0906 ;
摘要
Simple Summary In general practice, the veterinarian and caregiver usually detect lameness in elephants from observation of any discomforting characteristics when walking. Currently, motion analysis can offer an objective method to evaluate normal and abnormal gait accurately, thus identifying changes in some characteristics when walking. This report aimed to introduce a recent technology utilizing wireless sensors for quantitative analysis of joint angles during the gait cycle in Asian elephants. To enable three-dimensional limb segment motion, a triaxial inertial measurement unit (IMU) is equipped with three sensor types: an accelerometer, a gyroscope, and a magnetometer. Therefore, we hope that this portable sensor-based system can help clinicians in diagnosis, especially in the early stages of lameness. Moreover, with wireless signal transmission, the system is clinically applicable for use in all areas where electricity is available. Gait analysis is a method of gathering quantitative information to assist in determining the cause of abnormal gait for the purpose of making treatment decisions in veterinary medicine. Recent technology has offered the wearable wireless sensor of an inertial measurement unit (IMU) for determining gait parameters. This study proposed the use of a triaxial IMU, comprising an accelerometer, a gyroscope, and a magnetometer, for detecting three-dimensional limb segment motion (XYZ axis) during the gait cycle in Asian elephants. A new algorithm was developed to estimate the kinematic parameter that represents each limb segment of the forelimbs and hindlimbs while walking at a comfortable speed. For future use, this study aimed to create a new prototype of the IMU with a configuration that is tailored to the elephant and apply machine learning in an effort to achieve greater precision.
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页数:8
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