Interacting Data for Maintaining URLLC Requirements in 5G

The tactile web is the evolution of this global product network — machine-to-machine communications and human-to-machine interactions. Focused on interactive real-time applications, TI is available in technology, business and society. The fifth generation of technology does this by awful fast able ultra-reliable low latency... technologies. TI applications required high latency and reliability. Under 3rd generation consortium's URLLC (Ultra Reliable Low Latency Communications), it is expected to target as low latency of less than one millisecond and above the dependability should be greater/ equal 99.9949% for a single packet delivery transfer of size up to maximum=32 bytes[htmlspecialchars] 3GPPa s new radio access method and recommend 5g new air interfaces, band split diagonal multiplexed in adjustable frequency mode. However, the introduction of a RAT based around distinct physical layer technology results in some game-changing future technologies; largely surrounding network intelligence. It is expected that machine learning techniques will be necessary to design complex algorithms for QoS-aware radio resource management exploiting network resources and meeting 5G NR URLLC requirements in these scenarios. Therefore in this work we provide the adaptation of federated reinforcement learning machine learning approach with respect to 5G NR URLLC and also brief-out the relevant achievements for that. In this NR we deliver a detailed analysis of the TI-supporting Top layer signal access schemes for URL LC. Moreover, we define seven important potential future uses cases for Falkland Islands NR URL LC accelerators in 5G applications..

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Published
2024-09-20
DOI
https://doi.org/10.1109/i3ceet61722.2024.10993969
Primary Topic
Power Line Communications and Noise
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article
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article

Interacting Data for Maintaining URLLC Requirements in 5G

Hassan M. Al‐Jawahry, Poonam Prasad, Vinay Kumar Deolia, Sachin Goyal et al.
Power Line Communications and Noise
article

Interacting Data for Maintaining URLLC Requirements in 5G

Hassan M. Al‐Jawahry, Poonam Prasad, Vinay Kumar Deolia, Sachin Goyal, R. Gunasundari, Azizbek Khurramov
article en

Abstract

The tactile web is the evolution of this global product network — machine-to-machine communications and human-to-machine interactions. Focused on interactive real-time applications, TI is available in technology, business and society. The fifth generation of technology does this by awful fast able ultra-reliable low latency... technologies. TI applications required high latency and reliability. Under 3rd generation consortium's URLLC (Ultra Reliable Low Latency Communications), it is expected to target as low latency of less than one millisecond and above the dependability should be greater/ equal 99.9949% for a single packet delivery transfer of size up to maximum=32 bytes[htmlspecialchars] 3GPPa s new radio access method and recommend 5g new air interfaces, band split diagonal multiplexed in adjustable frequency mode. However, the introduction of a RAT based around distinct physical layer technology results in some game-changing future technologies; largely surrounding network intelligence. It is expected that machine learning techniques will be necessary to design complex algorithms for QoS-aware radio resource management exploiting network resources and meeting 5G NR URLLC requirements in these scenarios. Therefore in this work we provide the adaptation of federated reinforcement learning machine learning approach with respect to 5G NR URLLC and also brief-out the relevant achievements for that. In this NR we deliver a detailed analysis of the TI-supporting Top layer signal access schemes for URL LC. Moreover, we define seven important potential future uses cases for Falkland Islands NR URL LC accelerators in 5G applications..

Iraqi University (IQ), Aditya Birla (India) (IN), Karpagam Academy of Higher Education (IN), GLA University (IN), Punjab Engineering College (IN)
Openalex Percentile: Top 72%
Power Line Communications and Noise
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Interacting Data for Maintaining URLLC Requirements in 5G — Hassan M. Al‐Jawahry, Poonam Prasad, et al. · (2024) | TGRS Research Map | TGRS