1. Diseño de Sistemas con Modulación por Código de Pulsos Mediante Herramientas y Algoritmos Avanzados.
- Author
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Medina, Ruben Alberto
- Subjects
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PARTICLE swarm optimization , *PULSE-code modulation , *DATA transmission systems , *OPTIMIZATION algorithms , *GENETIC algorithms , *DIGITAL communications - Abstract
Pulse code modulation (PCM) is an essential technique in digital communications, which transforms analog signals into digital data for transmission and processing. This technique is based on three fundamental processes: sampling, quantization and coding. With the growing demands on communication efficiency and quality, the optimization of PCM systems becomes crucial. This article explores advanced methods for the design and optimization of PCM systems, highlighting the use of sophisticated tools and algorithms to improve the overall performance of these systems. Approaches for bandwidth reduction, signal quality improvement, and error minimization are addressed. Innovative techniques such as variable pulse length coding and the use of optimization algorithms, such as genetic algorithms and the particle swarm optimization algorithm, are presented. Through practical case studies, it is demonstrated how these techniques can be applied to obtain superior results on real systems. This paper provides a comprehensive overview of advances in PCM modulation and its application in digital communication enhancement, offering recommendations for future research and applications in high-demand environments. [ABSTRACT FROM AUTHOR]
- Published
- 2023