Ximu Zhang’s research while affiliated with Tsinghua University and other places

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Publications (2)


Satellite-MEC Integration for 6G Internet of Things: Minimal Structures, Advances, and Prospects
  • Article
  • Full-text available

January 2024

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59 Reads

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4 Citations

IEEE Open Journal of the Communications Society

Yueshan Lin

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Yanmin Wang

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[...]

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Yue Gao

The sixth-generation (6G) network is envisioned to shift its focus from the service requirements of human beings to those of Internet-of-Things (IoT) devices. Satellite communications are indispensable in 6G to support IoT devices operating in rural or disaster areas. However, satellite networks face the inherent challenges of low data rate and large latency, which may not support computation-intensive and delay-sensitive IoT applications. Mobile Edge Computing (MEC) is a burgeoning paradigm by extending cloud computing capabilities to the network edge. Using MEC technologies, the resource-limited IoT devices can access abundant computation resources with low latency, which enables the highly demanding applications while meeting strict delay requirements. Therefore, an integration of satellite communications and MEC technologies is necessary to better enable 6G IoT. In this survey, we provide a holistic overview of satellite-MEC integration. We first categorize the related studies based on three minimal structures and summarize current advances. For each minimal structure, we discuss the lessons learned and possible future directions. We also summarize studies considering the combination of minimal structures. Finally, we outline potential research issues to envision a more intelligent, more secure, and greener integrated satellite-MEC network.

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Satellite-MEC Integration for 6G Internet of Things: Minimal Structures, Advances, and Prospects

August 2023

·

53 Reads

The sixth-generation (6G) network is envisioned to shift its focus from the service requirements of human beings' to those of Internet-of-Things (IoT) devices'. Satellite communications are indispensable in 6G to support IoT devices operating in rural or disastrous areas. However, satellite networks face the inherent challenges of low data rate and large latency, which may not support computation-intensive and delay-sensitive IoT applications. Mobile Edge Computing (MEC) is a burgeoning paradigm by extending cloud computing capabilities to the network edge. By utilizing MEC technologies, the resource-limited IoT devices can access abundant computation resources with low latency, which enables the highly demanding applications while meeting strict delay requirements. Therefore, an integration of satellite communications and MEC technologies is necessary to better enable 6G IoT. In this survey, we provide a holistic overview of satellite-MEC integration. We first discuss the main challenges of the integrated satellite-MEC network and propose three minimal integrating structures. For each minimal structure, we summarize the current advances in terms of their research topics, after which we discuss the lessons learned and future directions of the minimal structure. Finally, we outline potential research issues to envision a more intelligent, more secure, and greener integrated satellite-MEC network.

Citations (1)


... Their proximity to Earth ensures lowlatency, high-speed communication, making them ideal for supporting real-time and computation-intensive applications. By integrating LEO satellites with UAV-carried RIS, these systems can dynamically enhance signal propagation and improve coverage in challenging environments [4], [6], [16]. ...

Reference:

Machine Learning-Based Resource Allocation in 6G Integrated Space and Terrestrial Networks-Aided Intelligent Autonomous Transportation
Satellite-MEC Integration for 6G Internet of Things: Minimal Structures, Advances, and Prospects

IEEE Open Journal of the Communications Society