… for wireless resource allocation with application to vehicular networks. We review major
recent studies that mobilize the deep-learning philosophy in wireless resource allocation and …

… on its potential applications to various resource allocation optimization problems. The main
… , we investigate three resource allocation problems in wireless networks: secure throughput …

… also considers graph neural network architectures for wireless resource allocation [23]–[25] …
wireless resource allocation problems in which we seek a instantaneous resource allocation …

… • We propose a resource allocation problem for FEDL over wireless networks to capture the
… The first two sub-problems relate to UE resource allocation over wireless networks, which …

… resource allocation problems for various wireless networks. In [… schedule interfering links in
D2D networks without the need of … formulate the resource allocation in wireless networks into …

… networks [21]. In this paper, we focus on the adaptive resource allocation issue in future
wireless networks … for adaptive resource allocation and computation offloading in future wireless …

… Therefore, it will be critical to allocate and utilize the available wireless network resources in
… survey on resource allocation schemes for the two dominant vehicular network technologies…

… work in learning for wireless resource allocation. Whereby existing … to wireless resource
allocation, such as via supervised training, here we identify that the wireless resource allocation …

… In Section II, we build up the system model and formulate the resource allocation problem
in wireless powered IoT networks. In Section III, the proposed ECAA is illustrated to enable …

… , and thus the resource allocation schemes in [7]–[18] are suboptimal in IoT networks. On the
… –[35], we study the resource allocation in a wireless-powered IoT network (WPIN) with SPC, …