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Faculté des Sciences appliquées
Faculté des Sciences appliquées
Mémoire

Kinematic Profiling of Motor Patterns Using Body-Worn Sensors in Typically Developing Children and Adults: Establishing a Reference Framework for Future Assessment in Children with Neurodevelopmental Disorders

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Layalle, Maxime ULiège
Promoteur(s) : Schwartz, Cédric ULiège ; Ouss, Lisa ULiège
Date de soutenance : 7-sep-2026/8-sep-2026 • URL permanente : http://hdl.handle.net/2268.2/26601
Détails
Titre : Kinematic Profiling of Motor Patterns Using Body-Worn Sensors in Typically Developing Children and Adults: Establishing a Reference Framework for Future Assessment in Children with Neurodevelopmental Disorders
Auteur : Layalle, Maxime ULiège
Date de soutenance  : 7-sep-2026/8-sep-2026
Promoteur(s) : Schwartz, Cédric ULiège
Ouss, Lisa ULiège
Membre(s) du jury : Bruls, Olivier ULiège
Langue : Anglais
Nombre de pages : 108
Mots-clés : [en] Motor development
[en] Motor assessment
[en] Motion capture.
Discipline(s) : Ingénierie, informatique & technologie > Ingénierie mécanique
Sciences de la santé humaine > Médecine de laboratoire & technologie médicale
Sciences sociales & comportementales, psychologie > Neurosciences & comportement
Public cible : Chercheurs
Professionnels du domaine
Etudiants
Grand public
Institution(s) : Université de Liège, Liège, Belgique
Diplôme : Master en ingénieur civil biomédical, à finalité spécialisée
Faculté : Mémoires de la Faculté des Sciences appliquées

Résumé

[en] Motor development involves substantial changes in movement organization, coordination and control throughout childhood. Objective quantification of these changes could complement conventional clinical assessments and provide a basis for the future characterization of motor alterations associated with neurodevelopmental disorders. This study aimed to develop and evaluate a functional motor assessment protocol combining three-dimensional (3D) optoelectronic motion capture and wearable inertial measurement units (IMUs), and to investigate the potential of IMU-derived parameters for distinguishing typically developing children from adults.

A group of typically developing children aged 6–12 years and a group of adults were recruited to establish and compare their kinematic profiles. Participants performed eight experimental tasks assessing different aspects of motor function, including gait, postural control, fine upper-limb motor function, social interaction, and object affordance. 3D reflective markers and IMUs were positioned at C7, the pelvis, and the dominant wrist. A broad set of movement features was extracted and classified into six categories: Speed and Acceleration, Movement Smoothness, Efficiency, Control Strategy, Signal Complexity, and Inter-segmental Coordination. Statistical comparisons were then performed between the two groups.

Significant differences between typically developing children and adults were identified across all eight tasks, although their magnitude and nature were strongly task- and parameter-dependent. The two-leg standing task yielded the largest proportion of significant parameters, while the drinking and pegboard tasks were also particularly discriminative. Overall, Speed and Acceleration and Movement Smoothness provided the largest number of significant differences, whereas Signal Complexity and Inter-segmental Coordination measures provided complementary information on motor organization. Importantly, approximately half of the significant parameters across tasks were derived from IMU measurements, demonstrating their substantial contribution to group discrimination.

These findings demonstrate that typically developing children and adults exhibit distinct quantitative kinematic profiles across a range of functional motor tasks. They support the ability of the proposed protocol to characterize developmental motor differences and highlight the potential of wearable IMUs to simplify quantitative motor assessment. This work provides an encouraging methodological basis for future application of the protocol to children with neurodevelopmental disorders and for the development of more accessible instrumented motor assessment approaches.


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Auteur

  • Layalle, Maxime ULiège Université de Liège > Master ing. civ. biom. fin. spéc.

Promoteur(s)

Membre(s) du jury

  • Bruls, Olivier ULiège Université de Liège - ULiège > Département d'aérospatiale et mécanique > Laboratoire des Systèmes Multicorps et Mécatroniques
    ORBi Voir ses publications sur ORBi








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