Search results

• 2024

  Goal-Oriented UAV Communication Design and Optimization for Target Tracking: A Machine Learning Approach

  Wu, W., Wu, Y., Yang, Y. & Deng, Y., 7 Aug 2024.

  Research output: Contribution to conference types › Paper › peer-review

  Open Access

  File
  14 Downloads (Pure)

• MYRTUS: Multi-layer 360° dYnamic orchestration and interopeRable design environmenT for compute-continUum Systems

  Palumbo, F., Zedda, M. K., Fanni, T., Bagnato, A., Castello, L., Castrillon, J., Ponte, R. D., Deng, Y., Driessen, B., Fadda, M., Du Fretay, T. H., De Oliveira Filho, J., Rao, V., Regazzoni, F., Rodriguez, A., Schranz, M. & Sedda, G., 1 Jul 2024, (E-pub ahead of print) p. 101-106. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Compute 100%
  • Ecodesign 100%
  • Edge Computing 100%
  • Fog Computing 100%
  • Computing Platform 100%
  1 Citation (Scopus)

• Task-oriented Communications via the Vol and Aol based Queue Ordering

  Wu, W., Yang, Y. & Deng, Y., 2024, p. 3244-3249. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Robotics 100%
  • Robot 50%
  • Communication Latency 50%
  • Control Framework 50%
  • Vehicle Control 50%
• 2023

  Adaptive Federated Pruning in Hierarchical Wireless Networks

  Liu, X., Wang, S., Deng, Y. & Nallanathan, A., 30 Oct 2023.

  Research output: Contribution to conference types › Paper › peer-review

  File
  30 Downloads (Pure)

• AI-Powered Edge Computing Evolution for beyond 5G Communication Networks

  Kartsakli, E., Perez-Romero, J., Sallent, O., Bartzoudis, N., Frascella, V., Mohalik, S. K., Metsch, T., Antonopoulos, A., Tuna, Ö. F., Deng, Y., Tao, X., Serrano, M. A. & Quiñones, E., 2023, p. 478-483. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Communication Network 100%
  • Edge Computing 100%
  • Beyond 5G 100%
  • Computation 40%
  • Roles 20%
  11 Citations (Scopus)

• GAANet: Ghost Auto Anchor Network for Detecting Varying Size Drones in Dark

  Khan, M. U., Misbah, M., Kaleem, Z., Deng, Y. & Jamalipour, A., 14 Aug 2023, (E-pub ahead of print).

  Research output: Contribution to conference types › Paper › peer-review

  • Ghost 100%
  • Data Set 33%
  • Accuracy 33%
  • Dataset 33%
  • Show 16%
  3 Citations (Scopus)

• Wireless Time-Triggered Federated Learning with Adaptive Local Training Optimization

  Zhou, X., Deng, Y., Xia, H. & Wu, S., 2023.

  Research output: Contribution to conference types › Paper › peer-review

  • Federated Learning 100%
  • Optimization Algorithm 40%
  • Optimization Problem 20%
  • Data Model 20%
  • Data Heterogeneity 20%
• 2022

  Cooperative Deep Reinforcement Learning based Grant-Free NOMA Optimization for mURLLC

  Liu, Y., Deng, Y., Elkashlan, M. & Nallanathan, A., 2022, p. 1-6. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Communication Latency 100%
  • Deep Reinforcement Learning 100%
  • Communication Service 60%
  • Learning Framework 40%
  • Resource Configuration 40%
  4 Citations (Scopus)

• D2D-Based Cellular-Connected UAV Swarm Control Optimization via Graph-Aware DRL

  Su, Y., Zhou, H. & Deng, Y., 2022, p. 1326-1331. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Deep Reinforcement Learning 100%
  • Control Message 22%
  • Attention (Machine Learning) 22%
  • Command Message 22%
  • Algorithms 11%
  1 Citation (Scopus)

• D2D-Based Cellular-Connected UAV Swarm Control Optimization via Graph-Aware DRL

  Su, Y., Zhou, H. & Deng, Y., 2 Aug 2022, (Accepted/In press).

  Research output: Contribution to conference types › Paper › peer-review

• Deep Reinforcement Learning-Based Secure Standalone Intelligent Reflecting Surface Operation

  Omid, Y., Deng, Y. & Nallanathan, A., 31 Aug 2022, (Accepted/In press).

  Research output: Contribution to conference types › Paper › peer-review

  Open Access

  File
  90 Downloads (Pure)

• Deep Reinforcement Learning-Based Secure Standalone Intelligent Reflecting Surface Operation

  Omid, Y., Deng, Y. & Nallanathan, A., 2022, p. 5329-5334. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Deep Reinforcement Learning 100%
  • Reflecting Surface 100%
  • Intelligent Reflecting Surface 100%
  • Algorithms 11%
  • Channels 11%

• Deep Reinforcement Learning-Based Secure Standalone Intelligent Reflecting Surface Operation

  Omid, Y., Deng, Y. & Nallanathan, A., 2022, p. 5329-5334. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Deep Reinforcement Learning 100%
  • Reflecting Surface 100%
  • Intelligent Reflecting Surface 100%
  • Algorithms 11%
  • Channels 11%
  1 Citation (Scopus)

• Deep Reinforcement Learning-Based Secure Standalone Intelligent Reflecting Surface Operation

  Omid, Y., Deng, Y. & Nallanathan, A., 2022, p. 5329-5334. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Deep Reinforcement Learning 100%
  • Reflecting Surface 100%
  • Intelligent Reflecting Surface 100%
  • Algorithms 11%
  • Channels 11%
  1 Citation (Scopus)

• Device Scheduling for Wireless Federated Learning with Latency and Representativity

  Chen, Z., Yi, W., Deng, Y. & Nallanathan, A., 2022.

  Research output: Contribution to conference types › Paper › peer-review

  • Federated Learning 100%
  • Representativity 100%
  • Scheduling Algorithm 50%
  • Bandwidth Allocation 50%
  • Computation 25%
  5 Citations (Scopus)

• DRL-based Channel Access in NR Unlicensed Spectrum for Downlink URLLC

  Liu, Y., Zhou, H., Deng, Y. & Allanathan, A. N., 2022, p. 591-596. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Channel Access 100%
  • Communication Latency 100%
  • Deep Reinforcement Learning 100%
  • Cellular System 33%
  • Learning Framework 33%
  2 Citations (Scopus)

• DRL-based Channel Access in NR Unlicensed Spectrum for Downlink URLLC

  Liu, Y., Zhou, H., Deng, Y. & Allanathan, A. N., 2022, p. 591-596. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Channel Access 100%
  • Communication Latency 100%
  • Deep Reinforcement Learning 100%
  • Cellular System 33%
  • Learning Framework 33%
  2 Citations (Scopus)

• Energy Efficient User Scheduling for Hybrid Split and Federated Learning in Wireless UAV Networks

  Liu, X., Deng, Y. & Mahmoodi, T., 2022.

  Research output: Contribution to conference types › Paper › peer-review

  • User 100%
  • Energy Efficient 100%
  • Federated Learning 100%
  • Learning Framework 27%
  • Scheduling Algorithm 18%
  17 Citations (Scopus)

• Hierarchial-DQN Position-Aided Beamforming for Uplink mmWave Cellular-Connected UAVs

  Susarla, P., Deng, Y., Juntti, M. & Silven, O., 2022, p. 1308-1313. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Waves 100%
  • Basestation 57%
  • Deep Q-Network 42%
  • Alignment 28%
  • Wireless Networks 14%
  3 Citations (Scopus)

• Non-episodic and Heterogeneous Environment in Distributed Multi-agent Reinforcement Learning

  Hu, F., Deng, Y. & Aghvami, A. H., 2022, p. 1019-1024. 6 p.

  Research output: Contribution to conference types › Paper › peer-review

  • Algorithms 100%
  • Multi-Agent Reinforcement Learning 100%
  • Wireless Communication 75%
  • Reinforcement Learning 50%
  • User 25%
  2 Citations (Scopus)

• Scalable Multi-agent Reinforcement Learning for Dynamic Coordinated Multipoint Clustering

  Hu, F., Deng, Y. & Aghvami, A-H., 23 Oct 2022, (Accepted/In press).

  Research output: Contribution to conference types › Paper › peer-review

  Open Access

  File
  108 Downloads (Pure)

• Tiled-DASH VR Video Streaming: Design and Implementation

  Hu, F., Zhou, H., Deng, Y., Nallanathan, A. & Aghvami, H., 2022.

  Research output: Contribution to conference types › Paper › peer-review

  • Virtual Reality 100%
  • Video Streaming 100%
  • Video Transmission 66%
  • Modeling 33%
  • Algorithms 33%

• Wireless Distributed Learning: A New Hybrid Split and Federated Learning Approach

  Liu, X., Deng, Y. & Mahmoodi, T., 26 Sept 2022, (Accepted/In press).

  Research output: Contribution to conference types › Paper › peer-review

  Open Access

  File
  155 Downloads (Pure)