Analyzing QoS factor in 5 G communication using optimized data communication techniques for E-commerce applications

Pethuraj, Mohamed Shakeel; Aboobaider, Burhanuddin bin Mohd; Salahuddin, Lizawati

doi:10.1016/j.ijleo.2022.170333

Cited by 5 publications

(2 citation statements)

References 22 publications

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“…Future imaging and wireless communications will use THz. Pethuraj et al [23] used 5G connections in their Contingent Data Optimization Technique (CDOT) to achieve gigabit data speed and ultra-low latency for real-time applications like e-commerce. Peak-demand resource allocation controls network tra c and QoS.…”

Section: Introductionmentioning

confidence: 99%

Terahertz Communication Channel Construction and Reflection Characteristics Based On 6G Network

Chen,

Wang,

Guo

2024

Preprint

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Millimeter-wave (mmWave) technology has improved to overcome propagation issues and enable high data speeds in 5G and 6G wireless networks. The capabilities of 5G networks are limited in their ability to support future applications such as extended reality and 3D gaming. Terahertz (THz) transmission, a key component of 6G networks that enable fast data transmission over short distances, has consequently attracted increasing attention. Addressing challenges, including signal interference, antenna design, regulatory compliance, and security concerns, is essential for realizing the full capabilities of wireless communication in the mmWave and THz frequency ranges.The Terahertz Channel Analysis Framework for Next-Generation Wireless Networks (TCAF-NGWN) examines complex design components, channel models, and signal propagation in the mmWave and THz bands. The report evaluates these bands' capabilities to fulfill 6G networks' evolving communication needs and examines commercial application standardization efforts. 6G terahertz communication channel research mainly occurs in academic labs and focuses on antenna arrays, channel properties, and transmitter/receiver combinations. Signal transmission is analyzed for route loss, multipath fading, signal attenuation, reflections, obstacles, and diffraction. Channel capacity, data rate, reflection coefficients, and signal-to-noise ratio are evaluated. The study analyses the theoretical models and improves communication systems using literature and datasets like the Terahertz Wireless Channel Dataset. Comparing the suggested model to THz-IRS, UM-MIMO, and CDOT shows its advantages. The research advances terahertz wireless communication technologies by providing insights into channel propagation and system performance in practical circumstances through precise experimental setups and measuring techniques.

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Section: Introductionmentioning

confidence: 99%

Terahertz Communication Channel Construction and Reflection Characteristics Based On 6G Network

Chen,

Wang,

Guo

2024

Preprint

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“…Internet and e-commerce: Optimization algorithms are utilized in internet-based applications and e-commerce platforms to enhance the user experience and optimize various processes. From search engine algorithms that rank search results to recommendation systems that personalize product suggestions, optimization is employed to improve relevance, efficiency, and customer satisfaction [41][42][43].…”

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confidence: 99%

Integrating the Opposition Nelder–Mead Algorithm into the Selection Phase of the Genetic Algorithm for Enhanced Optimization

Zitouni,

Harous

2023

ASI

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In this paper, we propose a novel methodology that combines the opposition Nelder–Mead algorithm and the selection phase of the genetic algorithm. This integration aims to enhance the performance of the overall algorithm. To evaluate the effectiveness of our methodology, we conducted a comprehensive comparative study involving 11 state-of-the-art algorithms renowned for their exceptional performance in the 2022 IEEE Congress on Evolutionary Computation (CEC 2022). Following rigorous analysis, which included a Friedman test and subsequent Dunn’s post hoc test, our algorithm demonstrated outstanding performance. In fact, our methodology exhibited equal or superior performance compared to the other algorithms in the majority of cases examined. These results highlight the effectiveness and competitiveness of our proposed approach, showcasing its potential to achieve state-of-the-art performance in solving optimization problems.

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A predictive TDM-PON resource allocation using the ANN method based on equilibrium points of discrete dynamical systems

Nikoukar,

Goudarzi,

Rezaei

et al. 2023

Optical Fiber Technology

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Analyzing QoS factor in 5 G communication using optimized data communication techniques for E-commerce applications

Cited by 5 publications

References 22 publications

Terahertz Communication Channel Construction and Reflection Characteristics Based On 6G Network

Terahertz Communication Channel Construction and Reflection Characteristics Based On 6G Network

Integrating the Opposition Nelder–Mead Algorithm into the Selection Phase of the Genetic Algorithm for Enhanced Optimization

A predictive TDM-PON resource allocation using the ANN method based on equilibrium points of discrete dynamical systems

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