Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308086455> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4308086455 abstract "We present a modelling and simulation framework to synthesise body-worn inertial sensor data based on personalised human body surface and biomechanical models. Anthropometric data and reference images were used to create personalised body surface mesh models. The mesh armature was aligned using motion capture reference pose and afterwards mesh and armature were parented. In addition, skeletal models were created using an established musculoskeletal dynamic modelling framework. Four activities of daily living (ADL), including upper and lower limbs were simulated with surface and skeletal models using motion capture data as stimuli. Acceleration and angular velocity data were simulated for 12 body areas of surface models and 8 body areas of skeletal models. We compared simulated inertial sensor data of both models against physical IMU measurements that were obtained simultaneously with video motion capture. Results showed average errors of 27 °/s vs. 31 °/s and 1.7 m/s <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sup> vs. 3.3 m/s <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sup> for surface and skeletal models, respectively. Mean correlation coefficients of body surface models ranged between 0.2 – 0.9 for simulated angular velocity and between 0.1 – 0.8 for simulated acceleration when compared to physical IMU data. The proposed surface modelling consistently showed similar or lower error compared to established skeletal modelling across ADLs and study participants. Body surface models can offer a more realistic representation compared to skeletal models for simulation-based analysis and optimisation of wearable inertial sensor systems." @default.
- W4308086455 created "2022-11-08" @default.
- W4308086455 creator A5024056646 @default.
- W4308086455 creator A5031514438 @default.
- W4308086455 date "2022-09-27" @default.
- W4308086455 modified "2023-09-27" @default.
- W4308086455 title "Comparison of Surface Models and Skeletal Models for Inertial Sensor Data Synthesis" @default.
- W4308086455 doi "https://doi.org/10.1109/bsn56160.2022.9928504" @default.
- W4308086455 hasPublicationYear "2022" @default.
- W4308086455 type Work @default.
- W4308086455 citedByCount "3" @default.
- W4308086455 countsByYear W43080864552023 @default.
- W4308086455 crossrefType "proceedings-article" @default.
- W4308086455 hasAuthorship W4308086455A5024056646 @default.
- W4308086455 hasAuthorship W4308086455A5031514438 @default.
- W4308086455 hasConcept C104114177 @default.
- W4308086455 hasConcept C117896860 @default.
- W4308086455 hasConcept C121332964 @default.
- W4308086455 hasConcept C154945302 @default.
- W4308086455 hasConcept C173386949 @default.
- W4308086455 hasConcept C2524010 @default.
- W4308086455 hasConcept C2776799497 @default.
- W4308086455 hasConcept C3020541326 @default.
- W4308086455 hasConcept C31972630 @default.
- W4308086455 hasConcept C33923547 @default.
- W4308086455 hasConcept C41008148 @default.
- W4308086455 hasConcept C44154836 @default.
- W4308086455 hasConcept C48007421 @default.
- W4308086455 hasConcept C5594486 @default.
- W4308086455 hasConcept C62520636 @default.
- W4308086455 hasConcept C74650414 @default.
- W4308086455 hasConcept C79061980 @default.
- W4308086455 hasConceptScore W4308086455C104114177 @default.
- W4308086455 hasConceptScore W4308086455C117896860 @default.
- W4308086455 hasConceptScore W4308086455C121332964 @default.
- W4308086455 hasConceptScore W4308086455C154945302 @default.
- W4308086455 hasConceptScore W4308086455C173386949 @default.
- W4308086455 hasConceptScore W4308086455C2524010 @default.
- W4308086455 hasConceptScore W4308086455C2776799497 @default.
- W4308086455 hasConceptScore W4308086455C3020541326 @default.
- W4308086455 hasConceptScore W4308086455C31972630 @default.
- W4308086455 hasConceptScore W4308086455C33923547 @default.
- W4308086455 hasConceptScore W4308086455C41008148 @default.
- W4308086455 hasConceptScore W4308086455C44154836 @default.
- W4308086455 hasConceptScore W4308086455C48007421 @default.
- W4308086455 hasConceptScore W4308086455C5594486 @default.
- W4308086455 hasConceptScore W4308086455C62520636 @default.
- W4308086455 hasConceptScore W4308086455C74650414 @default.
- W4308086455 hasConceptScore W4308086455C79061980 @default.
- W4308086455 hasLocation W43080864551 @default.
- W4308086455 hasOpenAccess W4308086455 @default.
- W4308086455 hasPrimaryLocation W43080864551 @default.
- W4308086455 hasRelatedWork W1986329070 @default.
- W4308086455 hasRelatedWork W2025404243 @default.
- W4308086455 hasRelatedWork W2096175171 @default.
- W4308086455 hasRelatedWork W2149484996 @default.
- W4308086455 hasRelatedWork W2333544554 @default.
- W4308086455 hasRelatedWork W2361925880 @default.
- W4308086455 hasRelatedWork W2537055420 @default.
- W4308086455 hasRelatedWork W2560232609 @default.
- W4308086455 hasRelatedWork W2889530985 @default.
- W4308086455 hasRelatedWork W4205657394 @default.
- W4308086455 isParatext "false" @default.
- W4308086455 isRetracted "false" @default.
- W4308086455 workType "article" @default.