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

Ozdogan M. O., Carkacioglu L., Canberk B.

18th Annual International Conference on Distributed Computing in Sensor Systems (DCOSS), Los-Angeles, Şili, 30 Mayıs - 01 Haziran 2022, ss.342-348 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/dcoss54816.2022.00062
  • Basıldığı Şehir: Los-Angeles
  • Basıldığı Ülke: Şili
  • Sayfa Sayıları: ss.342-348
  • Anahtar Kelimeler: digital twin networks, blockchain, 6G edge recovery, transfer learning, knowledge sharing, REQUIREMENTS, VISION
  • İstanbul Teknik Üniversitesi Adresli: Evet

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 availability 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.