Publication

Transactions/Journal (First Author)


►S.K. Singh, et al., "WIND: A Wireless Intelligent Network Digital Twin for Federated Learning and Multi-Layer Optimization," in IEEE Communications Standards Magazine, vol. 9, no. 3, pp. 136-144, Sept. 2025, doi: 10.1109/MCOMSTD.2025.3575511.

S. K. Singh, N. Gupta, R. Singh and B. Kumbhani, "THz Hybridization in CRAN-Based Vehicular Networks: Performance and Handoff Implications," in IEEE Communications Letters, doi: 10.1109/LCOMM.2025.3541579. 


S. K. Singh, R. Singh and B. Kumbhani, "TRASH: Traffic Aware Hybrid-CRAN Scheme for V2I Connectivity Enhancement," in IEEE Transactions on  Vehicular Technology, doi: 10.1109/TVT.2023.3295244. 

S.K. Singh, R. Singh, and B. Kumbhani, “mm-wave micro-wave integrated Sub-RAN for CRAN performance enhancement,” IET Communication, vol.  15, no. 8, pp. 1045–1052, 2021.