Digital Twin Driven Blockchain Based Reliable and Efficient 6G Edge Network

Mehmet Ozgen Ozdogan, Levent Carkacioglu, Berk Canberk

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

15 Atıf (Scopus)

Özet

With the rapid development of intelligent devices in wireless communication, the fifth generation (5G) mobile networks have limited high data rates, low latency, high avail-ability demands. The sixth-generation (6G) mobile network can use Digital-twin (DT) techniques to meet these demands. DT is the virtual representation of physical aspects such as 6G edge nodes. DT optimize the 6G edge nodes parameters using artificial intelligence (AI) and especially machine learning (ML) algorithms. However, AI and ML bring along privacy and security concerns. Therefore, user data must be protected from unauthorized persons during the 6G edge network recovery and expansion phases. In this paper, we proposed a new reliable Digital Twin-based 6G edge network recovery framework using Blockchain technology. We applied the Transfer Learning (TL) technique to improve our proposed framework's performance. We ensured data privacy and security using TL and Blockchain.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıProceedings - 18th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2022
YayınlayanInstitute of Electrical and Electronics Engineers Inc.
Sayfalar342-348
Sayfa sayısı7
ISBN (Elektronik)9781665495127
DOI'lar
Yayın durumuYayınlandı - 2022
Etkinlik18th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2022 - Los Angeles, United States
Süre: 30 May 20221 Haz 2022

Yayın serisi

AdıProceedings - 18th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2022

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???event.eventtypes.event.conference???18th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2022
Ülke/BölgeUnited States
ŞehirLos Angeles
Periyot30/05/221/06/22

Bibliyografik not

Publisher Copyright:
© 2022 IEEE.

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