Improving Visible Light Positioning Accuracy Using Particle Swarm Optimization (PSO) for Deep Learning Hyperparameter Updating in Received Signal Strength (RSS)-Based Convolutional Neural Network (CNN)

Visible light positioning (VLP) has emerged as a promising indoor positioning technology, owing to its high accuracy and cost-effectiveness. In practical scenarios, signal attenuation, multiple light reflections, or light-deficient regions, particularly near room corners or furniture, can significan...

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Detalhes bibliográficos

Principais autores:	Chun-Ming Chang, Yuan-Zeng Lin, Chi-Wai Chow
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-11-01
coleção:	Sensors
Assuntos:	visible light positioning (VLP) convolutional neural network (CNN) received signal strength (RSS) particle swarm optimization (PSO)
Acesso em linha:	https://www.mdpi.com/1424-8220/25/23/7256
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