Joint power control and proportional fair scheduling for D2D communication underlaying cellular networks

Xiaoshuai Li; Ma Lin; Yubin Xu; Shankaran Rajan

doi:10.1109/ICSP.2016.7878038

Joint power control and proportional fair scheduling for D2D communication underlaying cellular networks

Xiaoshuai Li, Ma Lin, Yubin Xu, Shankaran Rajan

School of Computing

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

12 Citations (Scopus)

Abstract

Device-to-Device (D2D) communication appears to be a promising component in 5G networks because of its increased spectral efficiency and reduced communication delay. But it also causes the co-channel interference to cellular networks. In this paper, we propose a new power control and resource scheduling scheme by taking into account the fairness, quality-of-service (QoS) requirements to deal with the issue of co-channel interference. The objective of our work is to maximize the sum of all users logarithmic utility functions. This is a NP-hard problem. We decomposed the optimization problem into two main subproblems. The first one is the problem of power control for a single D2D pair and its possible reuse candidates to maximize the overall throughput while ensuring signal-to-noise-and-interference (SINR) requirements of both D2D pair and its reuse candidates. The second one is the problem of Proportional Fair Scheduling (PFS) of resource for multiple D2D pairs and cellular users with a view to improving the system Fairness. We propose to use the Hungarian algorithm to address this issue. Simulation results showed that the proposed algorithm could significantly improve the system performance in terms of the system fairness and the overall system throughput while satisfying the QoS requirements of both D2D and cellular links.

Original language	English
Title of host publication	ICSP 2016
Subtitle of host publication	2016 IEEE 13th International Conference on Signal Processing - Proceedings
Editors	Baozong Yuan, Qiuqi Ruan, Yao Zhao, Gaoyun An
Place of Publication	Piscataway, NJ
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	1307-1312
Number of pages	6
ISBN (Print)	9781509013449
DOIs	https://doi.org/10.1109/ICSP.2016.7878038
Publication status	Published - 2016
Event	13th IEEE International Conference on Signal Processing, ICSP 2016 - Chengdu, China Duration: 6 Nov 2016 → 10 Nov 2016

Conference

Conference	13th IEEE International Conference on Signal Processing, ICSP 2016
Country/Territory	China
City	Chengdu
Period	6/11/16 → 10/11/16

Keywords

Device-to-Device communication
Power control
Proportional Fair Scheduling
QoS

Access to Document

10.1109/ICSP.2016.7878038

Cite this

Li, X., Lin, M., Xu, Y., & Rajan, S. (2016). Joint power control and proportional fair scheduling for D2D communication underlaying cellular networks. In B. Yuan, Q. Ruan, Y. Zhao, & G. An (Eds.), ICSP 2016: 2016 IEEE 13th International Conference on Signal Processing - Proceedings (pp. 1307-1312). [7878038] Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICSP.2016.7878038

Li, Xiaoshuai ; Lin, Ma ; Xu, Yubin ; Rajan, Shankaran. / Joint power control and proportional fair scheduling for D2D communication underlaying cellular networks. ICSP 2016: 2016 IEEE 13th International Conference on Signal Processing - Proceedings. editor / Baozong Yuan ; Qiuqi Ruan ; Yao Zhao ; Gaoyun An. Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2016. pp. 1307-1312

@inproceedings{bd2d681c5edd407eb54dcf5cd2be2233,

title = "Joint power control and proportional fair scheduling for D2D communication underlaying cellular networks",

abstract = "Device-to-Device (D2D) communication appears to be a promising component in 5G networks because of its increased spectral efficiency and reduced communication delay. But it also causes the co-channel interference to cellular networks. In this paper, we propose a new power control and resource scheduling scheme by taking into account the fairness, quality-of-service (QoS) requirements to deal with the issue of co-channel interference. The objective of our work is to maximize the sum of all users logarithmic utility functions. This is a NP-hard problem. We decomposed the optimization problem into two main subproblems. The first one is the problem of power control for a single D2D pair and its possible reuse candidates to maximize the overall throughput while ensuring signal-to-noise-and-interference (SINR) requirements of both D2D pair and its reuse candidates. The second one is the problem of Proportional Fair Scheduling (PFS) of resource for multiple D2D pairs and cellular users with a view to improving the system Fairness. We propose to use the Hungarian algorithm to address this issue. Simulation results showed that the proposed algorithm could significantly improve the system performance in terms of the system fairness and the overall system throughput while satisfying the QoS requirements of both D2D and cellular links.",

keywords = "Device-to-Device communication, Power control, Proportional Fair Scheduling, QoS",

author = "Xiaoshuai Li and Ma Lin and Yubin Xu and Shankaran Rajan",

year = "2016",

doi = "10.1109/ICSP.2016.7878038",

language = "English",

isbn = "9781509013449",

pages = "1307--1312",

editor = "Baozong Yuan and Qiuqi Ruan and Yao Zhao and Gaoyun An",

booktitle = "ICSP 2016",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

address = "United States",

note = "13th IEEE International Conference on Signal Processing, ICSP 2016 ; Conference date: 06-11-2016 Through 10-11-2016",

}

Li, X, Lin, M, Xu, Y & Rajan, S 2016, Joint power control and proportional fair scheduling for D2D communication underlaying cellular networks. in B Yuan, Q Ruan, Y Zhao & G An (eds), ICSP 2016: 2016 IEEE 13th International Conference on Signal Processing - Proceedings., 7878038, Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, pp. 1307-1312, 13th IEEE International Conference on Signal Processing, ICSP 2016, Chengdu, China, 6/11/16. https://doi.org/10.1109/ICSP.2016.7878038

Joint power control and proportional fair scheduling for D2D communication underlaying cellular networks. / Li, Xiaoshuai; Lin, Ma; Xu, Yubin; Rajan, Shankaran.

ICSP 2016: 2016 IEEE 13th International Conference on Signal Processing - Proceedings. ed. / Baozong Yuan; Qiuqi Ruan; Yao Zhao; Gaoyun An. Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2016. p. 1307-1312 7878038.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

TY - GEN

T1 - Joint power control and proportional fair scheduling for D2D communication underlaying cellular networks

AU - Li, Xiaoshuai

AU - Lin, Ma

AU - Xu, Yubin

AU - Rajan, Shankaran

PY - 2016

Y1 - 2016

N2 - Device-to-Device (D2D) communication appears to be a promising component in 5G networks because of its increased spectral efficiency and reduced communication delay. But it also causes the co-channel interference to cellular networks. In this paper, we propose a new power control and resource scheduling scheme by taking into account the fairness, quality-of-service (QoS) requirements to deal with the issue of co-channel interference. The objective of our work is to maximize the sum of all users logarithmic utility functions. This is a NP-hard problem. We decomposed the optimization problem into two main subproblems. The first one is the problem of power control for a single D2D pair and its possible reuse candidates to maximize the overall throughput while ensuring signal-to-noise-and-interference (SINR) requirements of both D2D pair and its reuse candidates. The second one is the problem of Proportional Fair Scheduling (PFS) of resource for multiple D2D pairs and cellular users with a view to improving the system Fairness. We propose to use the Hungarian algorithm to address this issue. Simulation results showed that the proposed algorithm could significantly improve the system performance in terms of the system fairness and the overall system throughput while satisfying the QoS requirements of both D2D and cellular links.

AB - Device-to-Device (D2D) communication appears to be a promising component in 5G networks because of its increased spectral efficiency and reduced communication delay. But it also causes the co-channel interference to cellular networks. In this paper, we propose a new power control and resource scheduling scheme by taking into account the fairness, quality-of-service (QoS) requirements to deal with the issue of co-channel interference. The objective of our work is to maximize the sum of all users logarithmic utility functions. This is a NP-hard problem. We decomposed the optimization problem into two main subproblems. The first one is the problem of power control for a single D2D pair and its possible reuse candidates to maximize the overall throughput while ensuring signal-to-noise-and-interference (SINR) requirements of both D2D pair and its reuse candidates. The second one is the problem of Proportional Fair Scheduling (PFS) of resource for multiple D2D pairs and cellular users with a view to improving the system Fairness. We propose to use the Hungarian algorithm to address this issue. Simulation results showed that the proposed algorithm could significantly improve the system performance in terms of the system fairness and the overall system throughput while satisfying the QoS requirements of both D2D and cellular links.

KW - Device-to-Device communication

KW - Power control

KW - Proportional Fair Scheduling

KW - QoS

UR - http://www.scopus.com/inward/record.url?scp=85016324476&partnerID=8YFLogxK

U2 - 10.1109/ICSP.2016.7878038

DO - 10.1109/ICSP.2016.7878038

M3 - Conference proceeding contribution

SN - 9781509013449

SP - 1307

EP - 1312

BT - ICSP 2016

A2 - Yuan, Baozong

A2 - Ruan, Qiuqi

A2 - Zhao, Yao

A2 - An, Gaoyun

PB - Institute of Electrical and Electronics Engineers (IEEE)

CY - Piscataway, NJ

T2 - 13th IEEE International Conference on Signal Processing, ICSP 2016

Y2 - 6 November 2016 through 10 November 2016

ER -

Li X, Lin M, Xu Y, Rajan S. Joint power control and proportional fair scheduling for D2D communication underlaying cellular networks. In Yuan B, Ruan Q, Zhao Y, An G, editors, ICSP 2016: 2016 IEEE 13th International Conference on Signal Processing - Proceedings. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE). 2016. p. 1307-1312. 7878038 https://doi.org/10.1109/ICSP.2016.7878038

Joint power control and proportional fair scheduling for D2D communication underlaying cellular networks

Abstract

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this