2018
DOI: 10.1002/cpe.5021
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Real‐time multiuser scheduling based on end‐user requirement using big data analytics

Abstract: Summary With the rapid growth in wireless data networks and increasing demand for multimedia applications, the next generation of wireless networks should be able to provide services for heterogeneous traffic with diverse quality of service (QoS) requirements. Multiuser diversity refers to a type of diversity present across different users in a fading environment. This diversity can be exploited by scheduling transmissions so that users transmit when their channel conditions are favorable. Hence, scheduling al… Show more

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Cited by 12 publications
(7 citation statements)
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References 28 publications
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“…Power consumption is an important indicator in scaling sampling rate. It increases exponentially in the quantity of bits per tests, 31,32 which causes increased determination quantization at high data rate transmissions and increases in number of antenna limits for low cost gadgets and low-control.…”
Section: Intermittent Connectivity and Rapid Channel Fluctuationsmentioning
confidence: 99%
See 2 more Smart Citations
“…Power consumption is an important indicator in scaling sampling rate. It increases exponentially in the quantity of bits per tests, 31,32 which causes increased determination quantization at high data rate transmissions and increases in number of antenna limits for low cost gadgets and low-control.…”
Section: Intermittent Connectivity and Rapid Channel Fluctuationsmentioning
confidence: 99%
“…It supports data transmission rates upto 10 Gbps over a few kilometers. [30][31][32][33] FSO also provides ease of deployment, high directivity, free from electromagnetic interference, and unlicensed frequency band with low power consumption due to usages of low power-based devices in FSO with demerits such as scattering, interference due to ambient light, physical obstructions, and fading due to fog with small coverage area. Also, its QoS performance and link availability is influenced by weather and atmospheric changes such as fog but less affected by rain.…”
Section: Free Space Optics (Fso)mentioning
confidence: 99%
See 1 more Smart Citation
“…Hence, scheduling algorithms that support QoS and maintain a required throughput to ensure users' satisfaction are crucial to the development of these wireless networks. In the contribution by Chehri and Jeon, “Real‐Time Multi‐User Scheduling based on End‐User Requirement Using Big Data Analytics,” the authors evaluated different scheduling techniques using OFDM with different scenarios 3 . The goal is to analyze the properties of networks such as throughput, fairness, and delay.…”
Section: Themes Of This Special Issuementioning
confidence: 99%
“…To evaluate the performance of the proposed paradigm, authors design five groups of experiments and identify the mobility patterns of the selected five persons based on the selected five network analysis metrics. 3 The goal is to analyze the properties of networks such as throughput, fairness, and delay.…”
Section: Modelsmentioning
confidence: 99%