Blar i Department of Information and Communication Technology på forfatter "Elnourani, Mohamed"
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Deep Transfer Learning Based Radio Map Estimation for Indoor Wireless Communications
Jaiswal, Rahul Kumar; Elnourani, Mohamed; Deshmukh, Siddharth; Beferull-Lozano, Baltasar (Chapter; Peer reviewed, 2022)This paper investigates the problem of transfer learning in radio map estimation for indoor wireless communications, which can be exploited for different applications, such as channel modelling, resource allocation, network ... -
Location-free Indoor Radio Map Estimation using Transfer learning
Jaiswal, Rahul Kumar; Elnourani, Mohamed; Deshmukh, Siddharth; Beferull-Lozano, Baltasar (Chapter; Peer reviewed, 2023)Accurate estimation of radio maps is important for various applications of wireless communications, such as network planning, and resource allocation. To learn accurate radio map models, one needs to have accurate knowledge ... -
Reliable Multicast D2D Communication over Multiple Channels in Underlay Cellular Networks
Elnourani, Mohamed; Deshmukh, Siddharth; Beferull-Lozano, Baltasar (Peer reviewed; Journal article, 2020)Multicast device-to-device (D2D) communications operating underlay with cellular networks is a spectral efficient technique for disseminating data to the nearby receivers. However, due to critical challenges such as, ... -
Reliable Underlay Device-to-Device Communications on Multiple Channels
Elnourani, Mohamed; Beferull-Lozano, Baltasar; Romero, Daniel; Deshmukh, Siddharth (Chapter; Peer reviewed, 2019) -
Robust Transmit Beamforming for Underlay D2D Communications on Multiple Channels
Elnourani, Mohamed; Deshmukh, Siddharth; Beferull-Lozano, Baltasar; Romero, Daniel (Chapter; Peer reviewed, 2020) -
Transfer Learning Based Joint Resource Allocation for Underlay D2D Communications
Jaiswal, Rahul Kumar; Deshmukh, Siddharth; Elnourani, Mohamed; Beferull-Lozano, Baltasar (Chapter; Peer reviewed, 2022)In this paper, we investigate the application of transfer learning to train a Deep Neural Network (DNN) model for joint channel and power allocation in underlay device-todevice (D2D) communication. Based on the traditional ... -
Underlay Device-to-Device Communications on Multiple Channels
Elnourani, Mohamed; Hamid, Mohamed; Romero, Daniel; Beferull-Lozano, Baltasar (Journal article; Peer reviewed, 2018)Since the spectral efficiency of wireless communications is already close to its fundamental bounds, a significant increase in spatial efficiency is required to meet future traffic demands. Device-to-device (D2D) communications ...