Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Downlink Power Allocation in Massive MIMO via Deep Learning: Adversarial Attacks and Training


Jun 14, 2022
B. R. Manoj, Meysam Sadeghi, Erik G. Larsson

* 13 pages, 14 figures, published in IEEE Transactions on Cognitive Communications and Networking 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

MRT-based Joint Unicast and Multigroup Multicast Transmission in Massive MIMO Systems


Dec 31, 2021
Meysam Sadeghi, Emil Björnson, Erik G. Larsson, Chau Yuen, Thomas L. Marzetta

* Published at 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 5 pages, 1 figure. arXiv admin note: substantial text overlap with arXiv:1911.08165 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Universal Adversarial Attacks on Neural Networks for Power Allocation in a Massive MIMO System


Oct 10, 2021
Pablo Millán Santos, B. R. Manoj, Meysam Sadeghi, Erik G. Larsson

* accepted for publication in IEEE Wireless Communications Letters 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Adversarial Attacks on Deep Learning Based Power Allocation in a Massive MIMO Network


Jan 28, 2021
B. R. Manoj, Meysam Sadeghi, Erik G. Larsson

* to be published in proceedings of IEEE International Conference on Communications (ICC) 2021 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Physical Adversarial Attacks Against End-to-End Autoencoder Communication Systems


Feb 22, 2019
Meysam Sadeghi, Erik G. Larsson

* to appear at IEEE Communications Letters 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Adversarial Attacks on Deep-Learning Based Radio Signal Classification


Aug 23, 2018
Meysam Sadeghi, Erik G. Larsson

* 4 pages 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email