Scheduling for 5G Cellular Networks with Priority and Deadline Constraints

Ido Hadar; Li On Raviv; Amir Leshem

doi:10.1109/ICSEE.2018.8646225

Scheduling for 5G Cellular Networks with Priority and Deadline Constraints

Ido Hadar, Li On Raviv, Amir Leshem

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

11 Scopus citations

Abstract

Packet scheduling in 5G networks can significantly affect the performance of beam forming techniques since the allocation of multiple users to the same time-frequency block causes interference between users. A combination of beam forming and scheduling can thus improve the performance of multi-user MIMO systems. Furthermore, in realistic conditions, data packets have both priority and deadlines beyond which they become obsolete. In this paper we propose a simple scheduling algorithm which takes priorities and deadlines into account and allocates users to resource blocks and spatial beams. We demonstrate the merits of the proposed technique compared to other state-of-The-Art scheduling methods through simulations.

Original language	English
Title of host publication	2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538663783
DOIs	https://doi.org/10.1109/ICSEE.2018.8646225
State	Published - 2 Jul 2018
Externally published	Yes
Event	2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018 - Eilat, Israel Duration: 12 Dec 2018 → 14 Dec 2018

Publication series

Name	2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018

Conference

Conference	2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018
Country/Territory	Israel
City	Eilat
Period	12/12/18 → 14/12/18

Bibliographical note

Publisher Copyright:
© 2018 IEEE.

Keywords

5G networks
EDF
cellular communication
resource allocation
scheduling

Access to Document

10.1109/ICSEE.2018.8646225

Cite this

Hadar, I., Raviv, L. O., & Leshem, A. (2018). Scheduling for 5G Cellular Networks with Priority and Deadline Constraints. In 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018 Article 8646225 (2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSEE.2018.8646225

Hadar, Ido ; Raviv, Li On ; Leshem, Amir. / Scheduling for 5G Cellular Networks with Priority and Deadline Constraints. 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018. Institute of Electrical and Electronics Engineers Inc., 2018. (2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018).

@inproceedings{735264f0b52f47fc89c536cf07bc5d16,

title = "Scheduling for 5G Cellular Networks with Priority and Deadline Constraints",

abstract = "Packet scheduling in 5G networks can significantly affect the performance of beam forming techniques since the allocation of multiple users to the same time-frequency block causes interference between users. A combination of beam forming and scheduling can thus improve the performance of multi-user MIMO systems. Furthermore, in realistic conditions, data packets have both priority and deadlines beyond which they become obsolete. In this paper we propose a simple scheduling algorithm which takes priorities and deadlines into account and allocates users to resource blocks and spatial beams. We demonstrate the merits of the proposed technique compared to other state-of-The-Art scheduling methods through simulations.",

keywords = "5G networks, EDF, cellular communication, resource allocation, scheduling",

author = "Ido Hadar and Raviv, {Li On} and Amir Leshem",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018 ; Conference date: 12-12-2018 Through 14-12-2018",

year = "2018",

month = jul,

day = "2",

doi = "10.1109/ICSEE.2018.8646225",

language = "אנגלית",

series = "2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018",

address = "ארצות הברית",

}

Hadar, I, Raviv, LO & Leshem, A 2018, Scheduling for 5G Cellular Networks with Priority and Deadline Constraints. in 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018., 8646225, 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018, Institute of Electrical and Electronics Engineers Inc., 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018, Eilat, Israel, 12/12/18. https://doi.org/10.1109/ICSEE.2018.8646225

Scheduling for 5G Cellular Networks with Priority and Deadline Constraints. / Hadar, Ido; Raviv, Li On; Leshem, Amir.
2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018. Institute of Electrical and Electronics Engineers Inc., 2018. 8646225 (2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018).

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

TY - GEN

T1 - Scheduling for 5G Cellular Networks with Priority and Deadline Constraints

AU - Hadar, Ido

AU - Raviv, Li On

AU - Leshem, Amir

PY - 2018/7/2

Y1 - 2018/7/2

N2 - Packet scheduling in 5G networks can significantly affect the performance of beam forming techniques since the allocation of multiple users to the same time-frequency block causes interference between users. A combination of beam forming and scheduling can thus improve the performance of multi-user MIMO systems. Furthermore, in realistic conditions, data packets have both priority and deadlines beyond which they become obsolete. In this paper we propose a simple scheduling algorithm which takes priorities and deadlines into account and allocates users to resource blocks and spatial beams. We demonstrate the merits of the proposed technique compared to other state-of-The-Art scheduling methods through simulations.

AB - Packet scheduling in 5G networks can significantly affect the performance of beam forming techniques since the allocation of multiple users to the same time-frequency block causes interference between users. A combination of beam forming and scheduling can thus improve the performance of multi-user MIMO systems. Furthermore, in realistic conditions, data packets have both priority and deadlines beyond which they become obsolete. In this paper we propose a simple scheduling algorithm which takes priorities and deadlines into account and allocates users to resource blocks and spatial beams. We demonstrate the merits of the proposed technique compared to other state-of-The-Art scheduling methods through simulations.

KW - 5G networks

KW - EDF

KW - cellular communication

KW - resource allocation

KW - scheduling

UR - http://www.scopus.com/inward/record.url?scp=85063125064&partnerID=8YFLogxK

U2 - 10.1109/ICSEE.2018.8646225

DO - 10.1109/ICSEE.2018.8646225

M3 - ???researchoutput.researchoutputtypes.contributiontobookanthology.conference???

AN - SCOPUS:85063125064

T3 - 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018

BT - 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018

Y2 - 12 December 2018 through 14 December 2018

ER -

Hadar I, Raviv LO, Leshem A. Scheduling for 5G Cellular Networks with Priority and Deadline Constraints. In 2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018. Institute of Electrical and Electronics Engineers Inc. 2018. 8646225. (2018 IEEE International Conference on the Science of Electrical Engineering in Israel, ICSEE 2018). doi: 10.1109/ICSEE.2018.8646225

Scheduling for 5G Cellular Networks with Priority and Deadline Constraints

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

Other files and links

Fingerprint

Cite this