Optimal Design Based on Closed-Loop Fusion for Velocity Bandwidth Expansion of Optical Target Tracking System.
MEMS gyro
closed-loop fusion
optical target tracking
optimal design
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
02 Jan 2019
02 Jan 2019
Historique:
received:
09
11
2018
revised:
18
12
2018
accepted:
25
12
2018
entrez:
6
1
2019
pubmed:
6
1
2019
medline:
6
1
2019
Statut:
epublish
Résumé
Micro-electro-mechanical system (MEMS) gyro is one of the extensively used inertia sensors in the field of optical target tracking (OTT). However, velocity closed-loop bandwidth of the OTT system is limited due to the resonance and measurement range issues of MEMS gyro. In this paper, the generalized sensor fusion framework, named the closed-loop fusion (CLF), is analyzed, and the optimal design principle of filter is proposed in detail in order to improve measurement of the bandwidth of MEMS gyro by integrating information of MEMS accelerometers. The fusion error optimization problem, which is the core issue of fusion design, can be solved better through the feedback compensation law of CLF framework and fusion filter optimal design. Differently from conventional methods, the fusion filter of CLF can be simply and accurately designed, and the determination of superposition of fusion information can also be effectively avoided. To show the validity of the proposed method, both sensor fusion simulations and closed-loop experiments of optical target tracking system have yielded excellent results.
Identifiants
pubmed: 30609755
pii: s19010133
doi: 10.3390/s19010133
pmc: PMC6338983
pii:
doi:
Types de publication
Journal Article
Langues
eng
Références
Sensors (Basel). 2015 Dec 15;15(12):31606-19
pubmed: 26694393
Sensors (Basel). 2016 Mar 25;16(4):440
pubmed: 27023557
Sensors (Basel). 2018 Jun 13;18(6):null
pubmed: 29899243