Energy Efficient Spectrum Allocation and Mode Selection for D2D Communications in Heterogeneous Networks
Author | Galanopoulos, Apostolos |
Author | Foukalas, Fotis |
Author | Khattab, Tamer |
Available date | 2022-10-31T19:21:55Z |
Publication Date | 2020 |
Publication Name | IEEE Transactions on Signal and Information Processing over Networks |
Resource | Scopus |
Abstract | In this paper, we consider a heterogeneous network consisting of both macro Base Station (MBS) and pico Base Stations (PBSs) in order to provide a spectrum allocation and mode selection in device-to-device (D2D) communications. A number of Component Carriers (CC) are considered available for allocation to the MBS and PBSs that are being utilized through carrier aggregation (CA) while mode selection decisions are made by each BS in order to balance between power consumption minimization and UE data rate requirements. A power minimization (energy-efficient) problem is formulated in order to provide a joint spectrum allocation and mode selection solution. This problem is solved using a state of the art optimization method known as proximal algorithm. First, a non-cooperative (centralized) solution is provided and second, a cooperative (distributed) employing distributed proximal algorithm is devised reducing the induced complexity. The cooperative solution is achieved by implementing distributed alternating direction method of multipliers (D-ADMM). Simulation results are carried out for all cases that reveal the energy efficient spectrum allocation and mode selection according under certain channels' conditions that can balance between achieving high data rate requirements and power minimization. Finally, useful insights are presented such as complexity, convergence, delay and actual implementation of such a solution for the future wireless networks. 2015 IEEE. |
Sponsor | Manuscript received September 15, 2019; revised January 13, 2020 and March 8, 2020; accepted March 16, 2020. Date of publication May 11, 2020; date of current version May 28, 2020. This work was supported in part by NPRP under Grant NPRP 6-1326-2-532 from the Qatar National Research Fund (a member of Qatar Foundation). The associate editor coordinating the review of this manuscript and approving it for publication was Prof. Pierluigi SALVO ROSSI. (Corresponding author: Fotis Foukalas.) Apostolos Galanopoulos is with Trinity College Dublin, Dublin D02 PN40, Ireland (e-mail: galanopa@tcd.ie). |
Language | en |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Subject | Device-to-device distributed alternating method of multipliers energy efficiency heterogeneous networks mode selection proximal algorithm spectrum allocation |
Type | Article |
Pagination | 382-393 |
Volume Number | 6 |
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