Closed-Loop Color Control of a Multichannel LED Lighting System Using a Multilayer Perceptron Network
This paper presents an advanced feedback color control mechanism for multichannel LED lighting systems, leveraging a multilayer perceptron network. This feedback control ensures the maintenance of the desired lighting color by compensating for external light sources and mitigating disturbances. The system incorporates a multi-spectral sensor, a MIMO PI controller, an anti-windup algorithm, a multilayer perceptron network model, and an array of colored LEDs. The results of the color control demonstrate the precision and efficacy of the proposed scheme.
Authors
- Abdelhak Goudjil (ORCID: https://orcid.org/0000-0002-5625-5550)
- Eric Pigeon (ORCID: https://orcid.org/0000-0001-9629-2199)
- Mathieu Pouliquen (ORCID: https://orcid.org/0000-0002-2186-986X)
- Tomas Ménard (ORCID: https://orcid.org/0000-0003-3748-8612)
- Mostafa Kamel Smail (ORCID: https://orcid.org/0000-0002-0684-4146)
Institutions
- École Nationale Supérieure d'Ingénieurs de Caen (FR)
- Normandie Université (FR)
- Laboratoire d’Informatique et Systèmes (FR)
- Institut Polytechnique des Sciences Avancées (FR)
- Université de Caen Normandie (FR)
Publication Details
- Published
- 2024-11-03
- DOI
- https://doi.org/10.1109/icsc63929.2024.10928864
- Citations
- 1
- Primary Topic
- Color Science and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.34