Timely throughput of heterogeneous cellular networks

Gongzheng Zhang; Aiping Huang; Tony Q.S. Quek; Hangguan Shan

doi:10.1109/ICC.2015.7249218

Timely throughput of heterogeneous cellular networks

Gongzheng Zhang, Aiping Huang, Tony Q.S. Quek, Hangguan Shan

Department of Computer Science and Information Engineering

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

1 Citation (Scopus)

Abstract

Network densification via deploying dense small cells is one of the dominant evolutions towards future cellular network to increase spectrum efficiency. Packet transmission delay and reliability in the resultant interference-limited heterogeneous cellular network (HCN) are essential performance metrics for system design. By modeling the locations of base stations (BSS) in HCN as superimposed of independent Poisson point processes, we propose an analytical framework to derive the timely throughput of HCN, which captures both the delay and reliability performance. In the analysis, the BS activity and temporal correlation of transmissions are taken into consideration, both of which have significant effect on network performance. The effect of mobility, BS density, and association bias factor is investigated through numerical results, which shows that network performance derived ignoring the temporal correlation of transmissions is optimistic.

Original language	English
Title of host publication	2015 IEEE International Conference on Communications, ICC 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	5621-5626
Number of pages	6
ISBN (Electronic)	9781467364324
DOIs	https://doi.org/10.1109/ICC.2015.7249218
Publication status	Published - 2015 Sep 9
Event	IEEE International Conference on Communications, ICC 2015 - London, United Kingdom Duration: 2015 Jun 8 → 2015 Jun 12

Publication series

Name	IEEE International Conference on Communications
Volume	2015-September
ISSN (Print)	1550-3607

Other

Other	IEEE International Conference on Communications, ICC 2015
Country	United Kingdom
City	London
Period	15-06-08 → 15-06-12

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Electrical and Electronic Engineering

Access to Document

10.1109/ICC.2015.7249218

Fingerprint Dive into the research topics of 'Timely throughput of heterogeneous cellular networks'. Together they form a unique fingerprint.

Cite this

Zhang, G., Huang, A., Quek, T. Q. S., & Shan, H. (2015). Timely throughput of heterogeneous cellular networks. In 2015 IEEE International Conference on Communications, ICC 2015 (pp. 5621-5626). [7249218] (IEEE International Conference on Communications; Vol. 2015-September). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICC.2015.7249218

@inproceedings{369e5535462748debe4c0b1af751ccb9,

title = "Timely throughput of heterogeneous cellular networks",

abstract = "Network densification via deploying dense small cells is one of the dominant evolutions towards future cellular network to increase spectrum efficiency. Packet transmission delay and reliability in the resultant interference-limited heterogeneous cellular network (HCN) are essential performance metrics for system design. By modeling the locations of base stations (BSS) in HCN as superimposed of independent Poisson point processes, we propose an analytical framework to derive the timely throughput of HCN, which captures both the delay and reliability performance. In the analysis, the BS activity and temporal correlation of transmissions are taken into consideration, both of which have significant effect on network performance. The effect of mobility, BS density, and association bias factor is investigated through numerical results, which shows that network performance derived ignoring the temporal correlation of transmissions is optimistic.",

author = "Gongzheng Zhang and Aiping Huang and Quek, {Tony Q.S.} and Hangguan Shan",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE. Copyright: Copyright 2016 Elsevier B.V., All rights reserved.; IEEE International Conference on Communications, ICC 2015 ; Conference date: 08-06-2015 Through 12-06-2015",

year = "2015",

month = sep,

day = "9",

doi = "10.1109/ICC.2015.7249218",

language = "English",

series = "IEEE International Conference on Communications",

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

pages = "5621--5626",

booktitle = "2015 IEEE International Conference on Communications, ICC 2015",

address = "United States",

}

Zhang, G, Huang, A, Quek, TQS & Shan, H 2015, Timely throughput of heterogeneous cellular networks. in 2015 IEEE International Conference on Communications, ICC 2015., 7249218, IEEE International Conference on Communications, vol. 2015-September, Institute of Electrical and Electronics Engineers Inc., pp. 5621-5626, IEEE International Conference on Communications, ICC 2015, London, United Kingdom, 15-06-08. https://doi.org/10.1109/ICC.2015.7249218

Timely throughput of heterogeneous cellular networks. / Zhang, Gongzheng; Huang, Aiping; Quek, Tony Q.S.; Shan, Hangguan.

2015 IEEE International Conference on Communications, ICC 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 5621-5626 7249218 (IEEE International Conference on Communications; Vol. 2015-September).

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

TY - GEN

T1 - Timely throughput of heterogeneous cellular networks

AU - Zhang, Gongzheng

AU - Huang, Aiping

AU - Quek, Tony Q.S.

AU - Shan, Hangguan

PY - 2015/9/9

Y1 - 2015/9/9

N2 - Network densification via deploying dense small cells is one of the dominant evolutions towards future cellular network to increase spectrum efficiency. Packet transmission delay and reliability in the resultant interference-limited heterogeneous cellular network (HCN) are essential performance metrics for system design. By modeling the locations of base stations (BSS) in HCN as superimposed of independent Poisson point processes, we propose an analytical framework to derive the timely throughput of HCN, which captures both the delay and reliability performance. In the analysis, the BS activity and temporal correlation of transmissions are taken into consideration, both of which have significant effect on network performance. The effect of mobility, BS density, and association bias factor is investigated through numerical results, which shows that network performance derived ignoring the temporal correlation of transmissions is optimistic.

AB - Network densification via deploying dense small cells is one of the dominant evolutions towards future cellular network to increase spectrum efficiency. Packet transmission delay and reliability in the resultant interference-limited heterogeneous cellular network (HCN) are essential performance metrics for system design. By modeling the locations of base stations (BSS) in HCN as superimposed of independent Poisson point processes, we propose an analytical framework to derive the timely throughput of HCN, which captures both the delay and reliability performance. In the analysis, the BS activity and temporal correlation of transmissions are taken into consideration, both of which have significant effect on network performance. The effect of mobility, BS density, and association bias factor is investigated through numerical results, which shows that network performance derived ignoring the temporal correlation of transmissions is optimistic.

UR - http://www.scopus.com/inward/record.url?scp=84953716175&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84953716175&partnerID=8YFLogxK

U2 - 10.1109/ICC.2015.7249218

DO - 10.1109/ICC.2015.7249218

M3 - Conference contribution

AN - SCOPUS:84953716175

T3 - IEEE International Conference on Communications

SP - 5621

EP - 5626

BT - 2015 IEEE International Conference on Communications, ICC 2015

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - IEEE International Conference on Communications, ICC 2015

Y2 - 8 June 2015 through 12 June 2015

ER -