articleIEEE AccessJan 1, 2019GOLD OA

Quantum Machine Learning for 6G Communication Networks: State-of-the-Art and Vision for the Future

SJSyed Junaid NawazSKShree Krishna SharmaSWShurjeel WyneMPMohammad PatwaryMAMd Asaduzzaman

COMSATS University Islamabad · University of Luxembourg · +2 more institutions

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Abstract

The upcoming fifth generation (5G) of wireless networks is expected to lay a foundation of intelligent networks with the provision of some isolated artificial intelligence (AI) operations. However, fully intelligent network orchestration and management for providing innovative services will only be realized in Beyond 5G (B5G) networks. To this end, we envisage that the sixth generation (6G) of wireless networks will be driven by on-demand self-reconfiguration to ensure a many-fold increase in the network performance and service types. The increasingly stringent performance requirements of emerging networks may finally trigger the deployment of some interesting new technologies, such as large intelligent…

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Topics & keywords

Topics
Keywords
  • Computer science
  • Wireless network
  • Base station
  • Control reconfiguration
  • Wireless
  • Telecommunications
  • Multi-frequency network
  • Orchestration
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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