Browsing Electronic Engineering and Computer Science by Author "Xia, J"
Now showing items 1-9 of 9
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Computational Intelligence and Deep Learning for Next-Generation Edge-Enabled Industrial IoT
Tang, S; Chen, L; He, K; Xia, J; Fan, L; Nallanathan, A (2023-09-01)In this paper, we investigate how to deploy computational intelligence and deep learning (DL) in edge-enabled industrial IoT networks. In this system, the IoT devices can collaboratively train a shared model without ... -
Dilated Convolution Based CSI Feedback Compression for Massive MIMO Systems
Tang, S; Xia, J; Fan, L; Lei, X; Xu, W; Nallanathan, A (IEEE, 2022)Although the frequency-division duplex (FDD) massive multiple-input multiple-output (MIMO) system can offer high spectral and energy efficiency, it requires to feedback the downlink channel state information (CSI) from ... -
Dynamic Computation Offloading for MIMO Mobile Edge Computing Systems with Energy Harvesting
Zhou, W; Xing, L; Xia, J; Fan, L; Nallanathan, A (IEEE, 2021-04-01)By providing spatial diversity gain, the incorporation of multiple antennas into mobile edge computing (MEC) systems can improve the transmission performance. Meanwhile, employing energy harvesting (EH) helps enhance the ... -
Dynamic Offloading for Multiuser Muti-CAP MEC Networks: A Deep Reinforcement Learning Approach
Li, C; Xia, J; Liu, F; Li, D; Fan, L; Karagiannidis, GK; Nallanathan, A (2021) -
Joint Precoder, Reflection Coefficients, and Equalizer Design for IRS-Assisted MIMO Systems
Zhou, W; Xia, J; Li, C; Fan, L; Nallanathan, A (2022) -
Opportunistic Access Point Selection for Mobile Edge Computing Networks
Xia, J; Fan, L; Yang, N; Deng, Y; Duong, TQ; Karagiannidis, GK; Nallanathan, A (IEEE, 2021-01)In this paper, we investigate a mobile edge computing (MEC) network with two computational access points (CAPs), where the source is equipped with multiple antennas and it has some computational tasks to be accomplished ... -
Outdated Access Point Selection for Mobile Edge Computing With Cochannel Interference
Lai, X; Xia, J; Fan, L; Duong, TQ; Nallanathan, A (2022) -
Profit Maximization for Cache-Enabled Vehicular Mobile Edge Computing Networks
Zhou, W; Xia, J; Zhou, F; Fan, L; Lei, X; Nallanathan, A; Karagiannidis, GK (2023-10-01)In this paper, we investigate a multiuser cache-enabled vehicular mobile edge computing (MEC) network, where one edge server (ES) has some caching and computing capabilities to assist the task computing from the vehicular ... -
System Optimization of Federated Learning Networks With a Constrained Latency
Zhao, Z; Xia, J; Fan, L; Lei, X; Karagiannidis, GK; Nallanathan, A (2022)