Scalable priority-based resource allocation scheme for M2M communication in LTE/LTE-A network

Singh, Upendra N.; Dua, Amit; Kumar, N. Hari; Tanwar, Sudeep; Iqbal, Rabat; Hijji, Mohammad; Amin, Saad; Sharma, Ravi

doi:10.1016/j.compeleceng.2022.108321

Cited by 9 publications

(4 citation statements)

References 21 publications

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“…The research [32] identifies known optimization issues and provides a scalable priority-based resource allocation system for M2M communication in the LTE/LTE-Advance network. The resource allocation system provided finds a compromise between resource usage and application priority support.…”

Section: Discussionmentioning

confidence: 99%

Real-Time Monitoring Systems That Provide M2M Communication between Machines

ZHONG

2024

IEICE Trans. Fundamentals

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Artificial intelligence and the introduction of Internet ofThings technologies have benefited from technological advances and new automated computer system technologies. Eventually, it is now possible to integrate them into a single offline industrial system. This is accomplished through machine-to-machine communication, which eliminates the human factor. The purpose of this article is to examine security systems for machine-to-machine communication systems that rely on identification and authentication algorithms for real-time monitoring. The article investigates security methods for quickly resolving data processing issues by using the Security operations Center's main machine to identify and authenticate devices from 19 different machines. The results indicate that when machines are running offline and performing various tasks, they can be exposed to data leaks and malware attacks by both the individual machine and the system as a whole. The study looks at the operation of 19 computers, 7 of which were subjected to data leakage and malware attacks. AnyLogic software is used to create visual representations of the results using wireless networks and algorithms based on previously processed methods. The W76S is used as a protective element within intelligent sensors due to its built-in memory protection. For 4 machines, the data leakage time with malware attacks was 70 s. For 10 machines, the duration was 150 s with 3 attacks. Machine 15 had the longest attack duration, lasting 190 s and involving 6 malware attacks, while machine 19 had the shortest attack duration, lasting 200 s and involving 7 malware attacks. The highest numbers indicated that attempting to hack a system increased the risk of damaging a device, potentially resulting in the entire system with connected devices failing. Thus, illegal attacks by attackers using malware may be identified over time, and data processing effects can be prevented by intelligent control. The results reveal that applying identification and authentication methods using a protocol increases cyber-physical system security while also allowing real-time monitoring of offline system security.

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Section: Discussionmentioning

confidence: 99%

Real-Time Monitoring Systems That Provide M2M Communication between Machines

ZHONG

2024

IEICE Trans. Fundamentals

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“…Some M2M applications, like eHealth, have strict time and latency requirements. Denial of service (DoS) attacks and other stalling attacks can have dire repercussions [137]. These circumstances preclude deploying security solutions that cause delays, necessitating precise security measures to reduce any adverse effects on business.…”

Section: ) Authenticationmentioning

confidence: 99%

Investigations in Security Challenges and Solutions for M2M Communications—A Review

Manikandan

2024

IJEETC

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The Internet of Things (IoT) is becoming increasingly popular, and machine-to-machine (M2M) technology is one of its major components. Reducing human interaction and tasks is one of the most important justifications for research in M2M communication. Also, M2M technology decreases network traffic, improving network effectiveness. In contrast, multiple networks are combined into M2M networks, which leads to security-related design concerns. However, a significant barrier to its growth is security. According to statistics, new gadgets may come under attack five minutes after they connect to the Internet. If these issues are resolved, it will be easier for people to trust this worldview. Security issues with possible solutions have gotten little attention despite extensive M2M studies. This article provides a comprehensive security analysis of M2M communication technologies, exploring the risks and solutions to better comprehend M2M communication and its security implications.

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“…For M2M communications in the LTE/LTE-A network, Upendra et al [29] in 2022 proposed a scalable priority-oriented resource distribution strategy. The existing weaknesses of the optimization process were also highlighted.…”

Section: Literature Review 21 Related Workmentioning

confidence: 99%

“…Furthermore, the D2D UEs are frequent power limited, thus the energy-intensive D2D discovery technique is inappropriate for this issue. To lessen energy usage and boost network performance, several studies concentrate on adjusting the probing frequency [29,30]. The collision reduction during direct D2D discovery is still another crucial component.…”

Section: Problem Definitionmentioning

confidence: 99%

Optimization-assisted Resource Exchange Framework for Device-to-device Communication in LTE-advanced System

2023

IJIES

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The proposed system focuses more on maintaining D2D links as long as possible which requires an optimum resource allocation initially. Considering this as the optimization issue, this work finds a solution to solve this by proposing a method based on a hybrid optimization concept with game theory. The hybrid concept includes the hybridization of ant colony optimization and Beluga whale optimization (BWO) with a game theory known as ant Beluga with game theory based optimization (AB-GTO) for resource exchange. This enables frequent updates of interference level indicators of each link and maintains consistent links between devices. The proposed solution will be under the consideration of minimization of interference and maximum sum rate as well. The adopted AB-GTObased REFD2DC in the LTE-A system employing AB-GTO has a high sum rate value over ACO-Game, T-REX RAN, T-REX DRAN, and T-REX CYC.

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Scalable priority-based resource allocation scheme for M2M communication in LTE/LTE-A network

Cited by 9 publications

References 21 publications

Real-Time Monitoring Systems That Provide M2M Communication between Machines

Real-Time Monitoring Systems That Provide M2M Communication between Machines

Investigations in Security Challenges and Solutions for M2M Communications—A Review

Optimization-assisted Resource Exchange Framework for Device-to-device Communication in LTE-advanced System

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