… pricing for resource allocation in a wireless network. We focus on a downlink communication …
The following is restricted to the downlink for two reasons. First, it is expected that for many …

… In the following part, we introduce the DRL based Up/down-link resource allocation algorithm
in terms of the online learning process and offline memory experience replay process. …

… of different adaptive resource (bandwidth and power) allocation algorithms and compare …
First, we start by formulating the general problem of resource allocation in multiuser OFDM …

… allocation in NUM problem which turns into various resource … allocation is near optimal
for efficiency-oriented resource … thus frequency-selective power allocation is necessary. For …

… uplink and downlink cases is … downlink transmissions in an OFDM cell from a base station
to a set K = {1,...,K} of mobile users. In each time-slot, the scheduling and resource allocation …

… in resource allocation for downlink non-orthogonal multiple access (NOMA) systems, focusing
on user pairing and power allocation … research on resource allocation for downlink NOMA. …

… literature, this paper proposes novel resource allocation schemes that optimize the system
sum… Hence, we derive in [1] the optimal number of RF chains and the optimal power allocation …

… In this paper, motivated by this result, OFDMA downlink resource allocation problems are …
Section IV presents efficient resource allocation algorithms for OFDMA downlink systems. …

… problem if we fix λ = 0 in (12), which means that our investigated energy-efficient resource
allocation problem in this paper encompasses the spectral-efficient resource allocation …

… Each STA can communicate with the AP (uplink or downlink) or with other STAs (direct link).
Since we focus on the resource allocation between uplink and downlink, we do not consider …