A Low-Complexity Structured Neural Network Approach to Intelligently Realize Wideband Multi-Beam Beamformers Article

Aluvihare, Hansaka, Sivasankar, Sivakumar, Li, Xianqi et al. (2025). A Low-Complexity Structured Neural Network Approach to Intelligently Realize Wideband Multi-Beam Beamformers . 9 727-738. 10.1109/JRFID.2025.3602901

cited authors

  • Aluvihare, Hansaka; Sivasankar, Sivakumar; Li, Xianqi; Madanayake, Arjuna; Perera, Sirani M

authors

publication date

  • January 1, 2025

keywords

  • Array signal processing
  • Artificial neural networks
  • Computational complexity
  • Computer architecture
  • EFFICIENT
  • Engineering
  • Engineering, Electrical & Electronic
  • Intelligent systems
  • Neural networks
  • Radiofrequency identification
  • Real-time systems
  • Science & Technology
  • Sparse matrices
  • Technology
  • Telecommunications
  • Training
  • VANDERMONDE
  • Wideband
  • delay Vandermonde matrix
  • low-complexity neural networks
  • structured neural networks
  • structured weight matrices
  • wideband multi-beam beamformers
  • wireless communication systems

Digital Object Identifier (DOI)

publisher

  • IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

start page

  • 727

end page

  • 738

volume

  • 9