2019•Unpublished venueRequires access

Application of PBSID and Structured $\mathrm{H}_{\infty}$ Methods in Unmanned Helicopter System Identification

Meiliwen Wu, Marco Lovera, Ming Chen

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Abstract

This study focuses on the model identification problem of an unmanned helicopter. Two identification approaches are evaluated, a subspace method and a combined method. The work gives detailed analysis of time-domain and frequency-domain simulations. Results show that both approaches can match the time-domain and frequency-domain responses of the original data in a good degree. The combined method is reliable in extracting structured dynamic models.

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What this paper is about

This study focuses on the model identification problem of an unmanned helicopter. Two identification approaches are evaluated, a subspace method and a combined method. The work gives detailed analysis of time-domain and frequency-domain simulations. Results show that both approaches can match the time-domain and frequency-domain responses of the original data in a good degree. The combined method is reliable in extracting structured dynamic models.

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Available abstract

This study focuses on the model identification problem of an unmanned helicopter. Two identification approaches are evaluated, a subspace method and a combined method. The work gives detailed analysis of time-domain and frequency-domain simulations. Results show that both approaches can match the time-domain and frequency-domain responses of the original data in a good degree. The combined method is reliable in extracting structured dynamic models.

Key concepts: Subspace topology, Identification (biology), Frequency domain, Domain (mathematical analysis), Computer science, System identification, Time domain, Data modeling

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Application of PBSID and Structured $\mathrm{H}_{\infty}$ Methods in Unmanned Helicopter System Identification — Research Paper | ScholarLens