Cross-Layer Optimization for Industrial Internet of Things in Real Scene Digital Twins

Lv, Zhihan; Wu, Jingyi; Li, Yuxi; Song, Houbing

doi:10.1109/jiot.2022.3152634

Cited by 52 publications

(23 citation statements)

References 36 publications

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“…Realizing the potential of DTNs to be used in an emergency and post‐natural disaster situation 14‐17 . Researchers have proposed DTNs applications to form a peer‐to‐peer communication network 18‐21 22–24 …”

Section: Related Workmentioning

confidence: 99%

Congestion aware reward based scheme based on delay tolerant networks for emergency evacuation in 6G‐based internet of things networks

Awan

Tariq

Qureshi

et al. 2023

Trans Emerging Tel Tech

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Internet of Things (IoT) networks are based on advanced augmented reality‐based applications for better services. These advanced networks are always at threat due to different disasters in an urban congested environment. Delay tolerant networks is one of the well‐known solutions with various features. However, due to heavy data traffic, it suffered from congestion and selfish behavior issues. The existing solutions endeavored to mitigate selfishness and enforce nodes to cooperate which leads to congestion. The information concerning other nodes in the network is needed and to be maintained, stored, and shared. In this article, the issue of the occurrence of congestion while mitigating the selfish behavior of nodes is taken into account, especially for augmented reality (AR) and 6 G‐based IoT networks. This article proposes a credit‐based congestion aware reward‐based scheme for enforcing nodes to cooperate to refrain from selfishness. The load‐sharing technique handles the congestion in 6G/AR‐based IoT networks where the messages are shifted to low or non‐congested nodes rather than dropping them. Simulation results affirm the efficacy of the proposed scheme in terms of data delivery ratio, network overhead, energy consumption, and latency and outperform compare to the state‐of‐the‐art schemes.

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Section: Related Workmentioning

confidence: 99%

Congestion aware reward based scheme based on delay tolerant networks for emergency evacuation in 6G‐based internet of things networks

Awan

Tariq

Qureshi

et al. 2023

Trans Emerging Tel Tech

View full text Add to dashboard Cite

show abstract

“…The concept of DT in the context of hazardous gas detection and tracking during factory production processes has been presented in [35]. Indeed, during factory production processes there is always the possibility that flammable and toxic gases are released, which can accumulate in local areas after a period of time with the risk of reaching high concentrations that can either burn or explode when exposed to fire or to a change of pressure.…”

Section: A Dt In the Context Of Iotmentioning

confidence: 99%

Digital Twin for 6G: Taxonomy, Research Challenges, and the Road Ahead

Masaracchia

Sharma

Canberk

et al. 2022

IEEE Open J. Commun. Soc.

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The concept of digital twin (DT) is constantly revealing as a key enabling technology for the deployment of mobile communication services envisaged for the sixth-generation (6G) Internet-of-Things (IoT). This paper aims at providing a comprehensive review of the current state-of-the-art DT-enabled 6G oriented network services. The main characteristics of this new key enabling technology and its critical aspects are highlighted. An overview of the 6G network requirements for the deployment of its innovative envisioned services is firstly provided, emphasizing how the DT concept represents a complementary key enabling technology for them. This is followed by a brief introduction of the DT technology. Subsequently, a comprehensive classification and analysis of the research advancements on DT-enabled 6G services currently available in literature is provided. This paper is concluded by highlighting the most representative challenges and future directions necessary for the deployment of this promising and innovative technology.INDEX TERMS Beyond fifth-generation (5G) network, Digital Twin (DT), Internet of Things (IoT), Internet of Vehicles (IoV), sixth-generation (6G) network.

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“…Moreover, China has the top industrial sector in the world and stood as first ranked. The industrial sector is still rapidly growing and is expected to grow more in the coming years and this sector needs a strong system to bring sustainable development (Lv et al, 2020(Lv et al, , 2022. It is worth mentioning to study such a dynamic sector to examine the comparison of two industrialization models such as i5.0 and s5.0 and how both advanced frameworks may improve operational efficiency and organizational sustainable performance (SSP).…”

Section: Introductionmentioning

confidence: 99%

Society 5.0 versus Industry 5.0: An examination of industrialization models in driving sustainable development from a normative stakeholder theory perspective

Zhang

2023

Sustainable Development

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The research on Society 5.0 (s5.0) and Industry 5.0 (i5.0) is a relatively new and emerging domain where researchers are still striving to explore the influence within distinct contexts, worldwide. The study investigates the impact of two major models of industrialization, that is, s5.0 and i5.0 to understand the insights into how it triggers the firms' sustainable development by showing empirical examinations from the Chinese industrial sector drawing on normative stakeholder theory perspective. The results asserted that the i5.0 model positively affects sustainable performance (SSP). The empirical analysis confirmed a positive association of s5.0 model toward SSP. In addition, it found that s5.0 and i5.0 models have a positive correlation with the economic perspective of SSP. Second, the findings asserted the positive linkage between i5.0 and s5.0 from a social perspective. Finally, the study found a significant correlation between i5.0 and s5.0 on the environmental factors, respectively. This study equipped both frameworks to empirically conduct the contextual examination showing insights into the embodiment of such capabilities that may support achieving SSP. This study shows insights into certain policy implications. For instance, i5.0 and s5.0 both models support shaping innovative ecosystems, encouraging ethical and sustainable practices, encouraging effective infrastructure, empowering citizen participation, and supporting work for the betterment of society. Finally, the study enlists certain managerial and theoretical recommendations for the industries together with possibilities of future research for scholars of the world.

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Cross-Layer Optimization for Industrial Internet of Things in Real Scene Digital Twins

Cited by 52 publications

References 36 publications

Congestion aware reward based scheme based on delay tolerant networks for emergency evacuation in 6G‐based internet of things networks

Congestion aware reward based scheme based on delay tolerant networks for emergency evacuation in 6G‐based internet of things networks

Digital Twin for 6G: Taxonomy, Research Challenges, and the Road Ahead

Society 5.0 versus Industry 5.0: An examination of industrialization models in driving sustainable development from a normative stakeholder theory perspective

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