Reconstruction of the human body movements is a challenging research field with several application scenarios. Despite some of them are characterized by low-fidelity constraints, some others require high accuracy and precision. This is the case of quantitative evaluation of joint function, rehabilitative interventions and other biomedical applications. Joint function is often modelled as a spherical joint model. The position of the corresponding center of rotation can be obtained through ad-hoc anatomical calibration based on the recorded joint motion (functional approach). In this paper, we investigate the effects of some protocol parameters (speed, movement type and range of motion) on the estimation of the joint rotation center when using magneto-inertial sensors. The evaluation has been carried out on a mechanical analogue of the gleno-humeral joint. The results revealed that the most critical factor is the speed of the joint movement execution. Movement type and range of motion have a minor impact. The best CoR position estimates were obtained for the fast circumduction motions (4±1 mm). The order of magnitude of the error achievable with this method is the same of that found with stereo-photogrammetric technology, with the advantage of wearability and occlusion-free recordings.

Evaluation of the accuracy in the determination of the center of rotation by magneto-inertial sensors / Crabolu, Michele; Pani, Danilo; Cereatti, Andrea. - (2016), pp. 501-505. (Intervento presentato al convegno 11th IEEE Sensors Applications Symposium, SAS 2016 tenutosi a Museo Diocesano, Piazza Duomo, Via Etnea, 8, ita nel 2016) [10.1109/SAS.2016.7479898].

Evaluation of the accuracy in the determination of the center of rotation by magneto-inertial sensors

CEREATTI, Andrea
2016

Abstract

Reconstruction of the human body movements is a challenging research field with several application scenarios. Despite some of them are characterized by low-fidelity constraints, some others require high accuracy and precision. This is the case of quantitative evaluation of joint function, rehabilitative interventions and other biomedical applications. Joint function is often modelled as a spherical joint model. The position of the corresponding center of rotation can be obtained through ad-hoc anatomical calibration based on the recorded joint motion (functional approach). In this paper, we investigate the effects of some protocol parameters (speed, movement type and range of motion) on the estimation of the joint rotation center when using magneto-inertial sensors. The evaluation has been carried out on a mechanical analogue of the gleno-humeral joint. The results revealed that the most critical factor is the speed of the joint movement execution. Movement type and range of motion have a minor impact. The best CoR position estimates were obtained for the fast circumduction motions (4±1 mm). The order of magnitude of the error achievable with this method is the same of that found with stereo-photogrammetric technology, with the advantage of wearability and occlusion-free recordings.
2016
9781479972494
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11583/2849815