Clustering-based data detection for spectral signature multiplexing in multispectral camera communication

Author:

Moreno Daniel1ORCID,Guerra Victor2ORCID,Rufo Julio3ORCID,Rabadan Jose1ORCID,Perez-Jimenez Rafael1ORCID

Affiliation:

1. Universidad de las Palmas de Gran Canaria (ULPGC)

2. Pi Lighting Sarl

3. Universidad de La Laguna (ULL)

Abstract

Optical camera communication (OCC) is a promising technology to be used in future wireless communication systems. In this work, a cluster-based data detection procedure is applied to enhance the performance of an OCC system. A multispectral camera is employed to capture the spectral variations in light-emitting diodes (LEDs) caused by temperature. This strategy’s system performance is compared with a system that uses traditional linear methods, such as zero-forcing (ZF) and minimum mean square error (MMSE) equalizers. The findings of this study indicate that an improvement in the bit error rate (BER) can be achieved by applying a clustering approach.

Funder

Agencia Estatal de Investigación

Universidad de Las Palmas de Gran Canaria

Publisher

Optica Publishing Group

Subject

Atomic and Molecular Physics, and Optics

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Enhancing Computational Efficiency in Event-Based Optical Camera Communication Using N-Pulse Modulation;Electronics;2024-03-11

2. Multispectral Optical camera communication links based on spectral signature multiplexing;IET Optoelectronics;2023-06-08

3. Consistent sensing algorithm for distributed PV station area line loss anomaly fluctuation based on spectral clustering;2023 8th International Conference on Intelligent Computing and Signal Processing (ICSP);2023-04-21

4. Comparison of clustering algorithms for data detection in Multispectral Camera Communication;2022 4th West Asian Symposium on Optical and Millimeter-wave Wireless Communications (WASOWC);2022-05-12

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