Enhancing Energy Efficiency and Coverage in HetNets through Antenna Optimization
DOI:
https://doi.org/10.21015/vtse.v11i3.1604Abstract
The advent of 5G technology has opened up new opportunities across various fields, including healthcare. In the context of wireless communication, the deployment of a two-tier heterogeneous network (HetNet) plays a crucial role in ensuring robust connections among devices, users, and healthcare infrastructure. This study focuses on optimizing coverage and energy efficiency (EE) in HetNets, tailored for specific application domains. We begin by examining how antenna height impacts coverage within macro and pico cells. Precise antenna placement is critical, as it significantly alters coverage patterns, particularly in healthcare settings, which can range from large hospital complexes to remote telemedicine locations. Additionally, we investigate the strategic adjustment of antenna gain in macro and pico cells, showing how this optimization enhances coverage and minimizes interference. Achieving this balance is essential for the reliable transmission of data. Our research also considers the interplay of antenna height, EE, and the maximum number of users ($N_{max}$). Surprisingly, we find that $N_{max}$ has a limited impact on coverage and EE compared to antenna configuration. This emphasizes the crucial role of antenna design and placement in crafting efficient wireless networks.Our study provides insights into improving coverage and EE in HetNets, with implications for various applications. It underscores the importance of strategic antenna optimization in shaping efficient and resilient communication systems. Furthermore, we explore the impact of $\beta$ on EE and leverage idle mode capabilities for further EE enhancements.References
“Spatial channel model for multiple input multiple
output (mimo) simulations,” https://www.3gpp.org/
DynaReport/38277.htm, n.d., 3GPP Technical Specifica-
tion Group RAN.
S. Ji, Y. Zhang, J. Zhang, and J. Wu, “Wireless network de-
sign for indoor mobile health monitoring,” IEEE Transac-
tions on Biomedical Engineering, vol. 61, no. 3, pp. 863–
, 2014.
S. Singh, P. Kumar, and M. Dave, “Distance estimation
between two nodes in wireless sensor network: A sur-
vey,” International Journal of Computer Applications, vol.
, no. 2, pp. 6–10, 2017.
R. Zhang and Z. Yin, “Energy efficiency optimization for
wireless information and power transfer in large-scale
mimo systems,” IEEE Transactions on Wireless Communi-
cations, vol. 15, no. 9, pp. 6087–6099, 2011.
S. Najafi, M. Naderi, and M. Anisi, “A comprehensive sur-
vey on energy-efficient heterogeneous networks,” IEEE
Communications Surveys and Tutorials, vol. 19, no. 1, pp.
–164, 2017.
G. Chen, L. Qiu, and Z. Chen, “Area spectral efficiency
analysis of multi-antenna networks modeled by gini-
bre point process,” IEEE Wireless Communications Letters,
vol. 7, no. 1, pp. 6–9, 2017.
C. Chen, R. C. Elliott, and W. A. Krzymień, “Empirical dis-
tribution of nearest-transmitter distance in wireless net-
works modeled by matérn hard core point processes,”
IEEE Transactions on Vehicular Technology, vol. 67, no. 2,
pp. 1740–1749, 2017.
M. Afshang and H. S. Dhillon, “Poisson cluster process
based analysis of hetnets with correlated user and base
station locations,” IEEE Transactions on Wireless Commu-
nications, vol. 17, no. 4, pp. 2417–2431, 2018.
M. Haenggi, “User point processes in cellular networks,”
IEEE Wireless Communications Letters, vol. 6, no. 2, pp.
–261, 2017.
I. Flint, H.-B. Kong, N. Privault, P. Wang, and D. Niy-
ato, “Analysis of heterogeneous wireless networks us-
ing poisson hard-core hole process,” IEEE Transactions
on Wireless Communications, vol. 16, no. 11, pp. 7152–
, 2017.
N. Deng, W. Zhou, and M. Haenggi, “Heterogeneous cel-
lular network models with dependence,” IEEE Journal
on selected Areas in Communications, vol. 33, no. 10, pp.
–2181, 2015.
M. Haenggi, “The mean interference-to-signal ratio and
its key role in cellular and amorphous networks,” IEEE
Wireless Communications Letters, vol. 3, no. 6, pp. 597–
, 2014.
R. K. Ganti and M. Haenggi, “Sir asymptotics in general
cellular network models,” in 2015 IEEE International Sym-
posium on Information Theory (ISIT). IEEE, 2015, pp.
–1013.
——, “Asymptotics and approximation of the sir distri-
bution in general cellular networks,” IEEE Transactions
on Wireless Communications, vol. 15, no. 3, pp. 2130–
, 2015.
A. B. Adam, M. S. A. Muthanna, A. Muthanna, T. N.
Nguyen, and A. A. Abd El-Latif, “Toward smart traffic
management with 3d placement optimization in uav-
assisted noma iiot networks,” IEEE Transactions on Intel-
ligent Transportation Systems, 2022.
A. Chaaf, M. Saleh Ali Muthanna, A. Muthanna, S. Alhe-
laly, I. A. Elgendy, A. M. Iliyasu, and A. A. Abd El-Latif,
“Energy-efficient relay-based void hole prevention and
repair in clustered multi-auv underwater wireless sen-
sor network,” Security and Communication Networks, vol.
, pp. 1–20, 2021.
A. Rafiq, W. Ping, W. Min, and M. S. A. Muthanna, “Fog as-
sisted 6tisch tri-layer network architecture for adaptive
scheduling and energy-efficient offloading using rank-
based q-learning in smart industries,” IEEE Sensors Jour-
nal, vol. 21, no. 22, pp. 25 489–25 507, 2021.
F. D’Andreagiovanni, C. Mannino, and A. Sassano, “Gub
covers and power-indexed formulations for wireless
network design,” Management Science, vol. 59, no. 1, pp.
–156, 2013.
J. Lorincz and T. Matijevic, “Energy-efficiency analyses
of heterogeneous macro and micro base station sites,”
Computers & Electrical Engineering, vol. 40, no. 2, pp. 330–
, 2014.
M. W. Arshad, A. Vastberg, and T. Edler, “Energy effi-
ciency improvement through pico base stations for a
green field operator,” in 2012 IEEE Wireless Communica-
tions and Networking Conference (WCNC). IEEE, 2012, pp.
–2202.
Y. Luo, Z. Shi, F. Bu, and J. Xiong, “Joint optimization of
area spectral efficiency and energy efficiency for two-
tier heterogeneous ultra-dense networks,” IEEE Access,
vol. 7, pp. 12 073–12 086, 2019.
X. Dong, F.-C. Zheng, X. Zhu, and T. O’Farrell, “On the
local delay and energy efficiency of clustered hetnets,”EEE Transactions on Vehicular Technology, vol. 68, no. 3,
pp. 2987–2999, 2019.
Q. Zhu, X. Wang, and Z. Qian, “Energy-efficient small cell
cooperation in ultra-dense heterogeneous networks,”
IEEE Communications Letters, vol. 23, no. 9, pp. 1648–
, 2019.
J. Lorincz, M. Bogarelli, A. Capone, and D. Begušić,
“Heuristic approach for optimized energy savings in
wireless access networks,” in SoftCOM 2010, 18th In-
ternational Conference on Software, Telecommunications
and Computer Networks. IEEE, 2010, pp. 60–65.
J. Lorincz, A. Capone, and D. Begusic, “Heuristic algo-
rithms for optimization of energy consumption in wire-
less access networks,” KSII Transactions on Internet and
Information Systems (TIIS), vol. 5, no. 4, pp. 626–648,
J. Lorincz, T. Matijevic, and G. Petrovic, “On interdepen-
dence among transmit and consumed power of macro
base station technologies,” Computer communications,
vol. 50, pp. 10–28, 2014.
A. Dataesatu, P. Boonsrimuang, K. Mori, and P. Boon-
srimuang, “Energy efficiency enhancement in 5g het-
erogeneous cellular networks using system through-
put based sleep control scheme,” in 2020 22nd Interna-
tional Conference on Advanced Communication Technol-
ogy (ICACT). IEEE, 2020, pp. 549–553.
Y. Li, H. Zhang, J. Wang, B. Cao, Q. Liu, and
M. Daneshmand, “Energy-efficient deployment and
adaptive sleeping in heterogeneous cellular networks,”
IEEE Access, vol. 7, pp. 35 838–35 850, 2019.
M. S. A. Shuvo, A. R. Munna, T. Adhikary, and M. A.
Razzaque, “An energy-efficient scheduling of heteroge-
neous network cells in 5g,” in 2019 International Con-
ference on Sustainable Technologies for Industry 4.0 (STI).
IEEE, 2019, pp. 1–6.
Y.-C. Wang and C.-C. Huang, “Efficient management of
interference and power by jointly configuring abs and
drx in lte-a hetnets,” Computer Networks, vol. 150, pp.
–27, 2019.
E. E. Tsiropoulou, G. K. Katsinis, A. Filios, and S. Papavas-
siliou, “On the problem of optimal cell selection and
uplink power control in open access multi-service two-
tier femtocell networks,” in Ad-hoc, Mobile, and Wireless
Networks: 13th International Conference, ADHOC-NOW
, Benidorm, Spain, June 22-27, 2014 Proceedings 13.
Springer, 2014, pp. 114–127.
Y. Jie, T. Zhenjian, H. Han, and C. Yonghong, “Energy-
efficient microcell base station power control in het-
erogeneous cellular network,” in 2017 IEEE 17th Inter-
national Conference on Communication Technology (ICCT).
IEEE, 2017, pp. 553–557.
J. Yang, Z. Pan, H. Xu, and H. Hu, “Joint optimization
of pico-base-station density and transmit power for an
energy-efficient heterogeneous cellular network,” Fu-
ture Internet, vol. 11, no. 10, p. 208, 2019.
Y. CHEN, L. GUO, S. ZHANG, and J. YANG, “Energy effi-
ciency optimization of heterogeneous cellular networks
based on transmitting power of pico base station,” Jour-
nal of Computer Applications, vol. 40, no. 4, p. 1115, 2020.
3GPP, “Study on channel model for frequencies from
5 to 100 ghz,” 3rd Generation Partnership Project (3GPP),
Tech. Rep., vol. 38, 2018.
S. A. Dahri, M. M. Shaikh, M. Alhussein, M. A. Soomro,
K. Aurangzeb, and M. Imran, “Multi-slope path loss
model based performance assessment of heteroge-
neous cellular network in 5g,” IEEE Access, 2023.
A. Abbasi, M. M. Shaikh, S. A. Dahri, S. A. Soomro, and
F. A. Panhwar, “Analysis of coverage and area spectral
efficiency under various design parameters of hetero-
geneous cellular network,” International Journal of Elec-
tronics and Telecommunications, pp. 639–645, 2021.
Downloads
Published
How to Cite
Issue
Section
License
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License (CC-By) that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
This work is licensed under a Creative Commons Attribution License CC BY