… resource allocation to improve the robustness against the channel state information (CSI)
uncertainties for … in the interference channels are uncertain, we formulate the robust resource …

… channels which brings uncertainty into the network. In order to model the channel gain
uncertainty … Joint resource allocation for device-to-device communications underlaying uplink …

… relay aided D2D communication have considered resource … Although research in cross-layer
resource allocation designs … which the channel uncertainty lies in some uncertainty region …

… of the recent research on resource allocation in D2D communication using conventional …
Channel uncertainty is modelled into the objective function as well as constraints as uncertain …

… to determine the optimal resource allocation strategy. Cooperative D2D communications could
utilize … In the underlay cooperative full-duplex relay-aided D2D network, the CUE not only …

… The authors in [20] studied the capacity and outage probability of a DF relay-aided NOMA
system, where a user cooperatively relays the message of other users. In [21], the performance …

… RPRS-EH [20] enhances the sum rate of both D2D relay-aided and cellular links. It has …
Even though the solution provided is immediate, it is not effective in uncertain scenarios. RL …

… congestion or transmission errors. It computes the … for relay aided D2D communications is
presented in this paper. In an actual application, wireless user equipment exposes to channel …

… of channels in a relay aided network is reliable due to its availability and precise resource
… The transmission errors in the channel for their imperfect instances are mitigated through …

… Furthermore, any errors at the relay node can be corrected … 3, we compare the outage
performance of the DF relay-aided … , “Uplink resource allocation for relay-aided device-to-device …