Lorenza Giupponi

Best Publications

• Distributed Q-Learning for Aggregated Interference Control in Cognitive Radio Networks

  Unknown

  230
  Citations

• A novel on-demand cognitive pilot channel enabling dynamic spectrum allocation

  Unknown

  208
  Citations

• An E2E simulator for 5G NR networks

  Unknown

  201
  Citations

• Mobile Traffic Prediction from Raw Data Using LSTM Networks

  Unknown

  183
  Citations

• Fuzzy-based Spectrum Handoff in Cognitive Radio Networks

  L. Giupponi;A.I. Perez-Neira

  173
  Citations

• 3GPP NR V2X Mode 2: Overview, Models and System-Level Evaluation

  Unknown

  149
  Citations

• A Novel Approach for Joint Radio Resource Management Based on Fuzzy Neural Methodology

  Unknown

  110
  Citations

• Distributed Q-Learning for Interference Control in OFDMA-Based Femtocell Networks

  Unknown

  95
  Citations

• Docitive networks: an emerging paradigm for dynamic spectrum management [Dynamic Spectrum Management]

  L Giupponi;A Galindo-Serrano;P Blasco;M Dohler

  90
  Citations

• NR-U and IEEE 802.11 Technologies Coexistence in Unlicensed mmWave Spectrum: Models and Evaluation

  Unknown

  85
  Citations

• A fuzzy-neural based approach for joint radio resource management in a beyond 3G framework

  Unknown

  80
  Citations

• Design and Deployment of Small Cell Networks

  Alagan Anpalagan;Mehdi Bennis;Rath Vannithamby

  75
  Citations

• Cognition and Docition in OFDMA-Based Femtocell Networks

  Ana Galindo-Serrano;Lorenza Giupponi;Mischa Dohler

  67
  Citations

• Big Data Empowered Self Organized Networks

  Nicola Baldo;Lorenza Giupponi;Josep Mangues-Bafalluy

  61
  Citations

• Joint radio resource management algorithm for multi-RAT networks

  Unknown

  58
  Citations

• Detecting Mobile Traffic Anomalies Through Physical Control Channel Fingerprinting: A Deep Semi-Supervised Approach

  Unknown

  57
  Citations

• A novel joint radio resource management approach with reinforcement learning mechanisms

  Unknown

  55
  Citations

• Improved decentralized Q-learning algorithm for interference reduction in LTE-femtocells

  Unknown

  51
  Citations

• Distributed interference control in OFDMA-based femtocells

  Unknown

  51
  Citations

• Machine learning based handover management for improved QoE in LTE

  Zoraze Ali;Nicola Baldo;Josep Mangues-Bafalluy;Lorenza Giupponi

  46
  Citations