Shipra Kapoor

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 13

Top Topics

Stepwise Regression

Next Generation Networks

Prediction Model

Reinforcement Learning

Top Venues

Comput. Networks

Publications

Peizheng Li, Hakan Erdol, Keith Briggs, Xiaoyang Wang, Robert J. Piechocki, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Angela Doufexi, Arjun Parekh
Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning. CoRR (2022)
Peizheng Li, Xiaoyang Wang, Robert J. Piechocki, Shipra Kapoor, Angela Doufexi, Arjun Parekh
Variational Autoencoder Assisted Neural Network Likelihood RSRP Prediction Model. CoRR (2022)
Peizheng Li, Jonathan D. Thomas, Xiaoyang Wang, Ahmed Khalil, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Arjun Parekh, Angela Doufexi, Arman Shojaeifard, Robert J. Piechocki
RLOps: Development Life-Cycle of Reinforcement Learning Aided Open RAN. IEEE Access 10 (2022)
Hakan Erdol, Xiaoyang Wang, Peizheng Li, Jonathan D. Thomas, Robert J. Piechocki, George Oikonomou, Rui Inacio, Abdelrahim Kasem Ahmad, Keith Briggs, Shipra Kapoor
Federated Meta-Learning for Traffic Steering in O-RAN. VTC Fall (2022)
Hakan Erdol, Xiaoyang Wang, Peizheng Li, Jonathan D. Thomas, Robert J. Piechocki, George Oikonomou, Rui Inacio, Abdelrahim Kasem Ahmad, Keith Briggs, Shipra Kapoor
Federated Meta-Learning for Traffic Steering in O-RAN. CoRR (2022)
Xiaoyang Wang, Jonathan D. Thomas, Robert J. Piechocki, Shipra Kapoor, Raúl Santos-Rodríguez, Arjun Parekh
Self-play learning strategies for resource assignment in Open-RAN networks. Comput. Networks 206 (2022)
Peizheng Li, Hakan Erdol, Keith Briggs, Xiaoyang Wang, Robert J. Piechocki, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Angela Doufexi, Arjun Parekh
Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning. VTC Fall (2022)
Peizheng Li, Jonathan D. Thomas, Xiaoyang Wang, Hakan Erdol, Abdelrahim Kasem Ahmad, Rui Inacio, Shipra Kapoor, Arjun Parekh, Angela Doufexi, Arman Shojaeifard, Robert J. Piechocki
Sim2real for Reinforcement Learning Driven Next Generation Networks. CoRR (2022)
Peizheng Li, Xiaoyang Wang, Robert J. Piechocki, Shipra Kapoor, Angela Doufexi, Arjun Parekh
Variational Autoencoder Assisted Neural Network Likelihood RSRP Prediction Model. PIMRC (2022)
Peizheng Li, Jonathan D. Thomas, Xiaoyang Wang, Ahmed Khalil, Abdelrahim Ahmad, Rui Inacio, Shipra Kapoor, Arjun Parekh, Angela Doufexi, Arman Shojaeifard, Robert J. Piechocki
RLOps: Development Life-cycle of Reinforcement Learning Aided Open RAN. CoRR (2021)
Xiaoyang Wang, Jonathan D. Thomas, Robert J. Piechocki, Shipra Kapoor, Raúl Santos-Rodríguez, Arjun Parekh
Self-play Learning Strategies for Resource Assignment in Open-RAN Networks. CoRR (2021)
Shipra Kapoor, David Grace, Tim Clarke
User Association in Ultra-Dense Small Cell Dynamic Vehicular Networks: A Reinforcement Learning Approach. J. Commun. Inf. Networks 4 (1) (2019)
Shipra Kapoor, David Grace, Tim Clarke
A base station selection scheme for handover in a mobility-aware ultra-dense small cell urban vehicular environment. PIMRC (2017)
Rachit Mohan Garg, Shipra Kapoor, Kapil Kumar, Mohd. Dilshad Ansari
Transmitting Video-on-Demand Effectively CoRR (2010)