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Computationally Efficient IMU-based Endpoint Position Estimation of a Flexible Manipulator with Transverse and Torsional Displacement Effects

Tutkimustuotos: KonferenssiartikkeliTieteellinenvertaisarvioitu

2 Sitaatiot (Scopus)
3 Lataukset (Pure)

Abstrakti

In this paper, a new model for estimating the displacement profile and endpoint position of a one-link planar flexible manipulator arm subject to transverse and torsional vibration effects is proposed, which enables convenient application of lightweight and energy-efficient flexible structures that require high-precision real-time measurement. Both objectives are satisfied based on limited feedback information using a measurement network of inertial measurement units (IMUs), which provide angular velocity and linear acceleration information of corresponding elements at the cost of significant bias, measurement noise, and drift over time. Issues pertaining to IMU measurement signals are resolved using a complementary filtering algorithm, which in this work is further developed to analyze the transverse and torsional motion effects specific to the flexible link. Processed IMU-based measurements are subsequently used to estimate the displacement profile of a flexible manipulator as a set of interconnected rigid links. This scheme enables the efficient calculation of the manipulator endpoint's position in the vertical plane based on inverse kinematic analysis without the need to incorporate intensive solution methods for the partial differential equations describing system dynamics or mode shape estimations, which would be required for the finite-element models. The feasibility of the proposed method is verified using the experimental tests for a flexible manipulator setup, and their precision is evaluated based on comparisons with an optic camerabased ground-truth system.

AlkuperäiskieliEnglanti
Otsikko2024 IEEE 20th International Conference on Automation Science and Engineering, CASE 2024
KustantajaIEEE
Sivut1073-1080
Sivumäärä8
ISBN (elektroninen)9798350358513, 979-8-3503-5852-0
DOI - pysyväislinkit
TilaJulkaistu - 2024
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaIEEE International Conference on Automation Science and Engineering - Bari, Italia
Kesto: 28 elok. 20241 syysk. 2024

Julkaisusarja

NimiIEEE International Conference on Automation Science and Engineering
ISSN (painettu)2161-8070
ISSN (elektroninen)2161-8089

Conference

ConferenceIEEE International Conference on Automation Science and Engineering
Maa/AlueItalia
KaupunkiBari
Ajanjakso28/08/241/09/24

Rahoitus

This work was supported by Business Finland (#2801/31/2021) FEMMa, and the Academy of Finland under the project High precision autonomous mobile manipulators for future digitalized construction site\" [Grant No. 335569]. Equipment provided by Centre for Immersive Visual Technologies (CIVIT) was used in this research.

RahoittajatRahoittajan numero
Centre for Immersive Visual Technologies
Business Finland2801/31/2021
Research Council of Finland335569

    Julkaisufoorumi-taso

    • Jufo-taso 1

    !!ASJC Scopus subject areas

    • Control and Systems Engineering
    • Electrical and Electronic Engineering

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