Abstract
Wireless Local Area Networks (WLAN) has been in the spotlight as a potential solution to solve the exponentially growing demand of wireless services due to its wide availability and there have been a plenty of research works on WLAN including mathematical modeling and analysis. However, the spatial modeling and analysis of WLAN have received little attention due to the complexity in the dynamics of WLAN. In this work we tackle this issue and provide a spatial modeling and analysis based on Poisson point process to investigate the impact of the spatial distribution on the performance of WLAN. Through our spatial modeling and analysis we verify the conditions where the independence assumption on successful transmissions of data packets holds, which is most widely assumed in most of the previous works on WLAN.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Bianchi, G.: Performance analysis of the IEEE 802.11 distributed coordination function. IEEE J. Sel. Areas Commun. 18(3), 535–547 (2000)
Ye, S.R., Tseng, Y.C.: A multichain backoff mechanism for IEEE 802.11 WLANs. IEEE Trans. Veh. Technol. 55(5), 1613–1620 (2006)
Kumar, A., Altman, E., Miorandi, D., Goyal, M.: New insights from a fixed-point analysis of single cell IEEE 802.11 WLANs. IEEE/ACM Trans. Netw. (TON) 15(3), 588–601 (2007)
He, Y., Sun, J., Ma, X., Vasilakos, A.V., Yuan, R., Gong, W.: Semi-random backoff: towards resource reservation for channel access in wireless LANs. IEEE/ACM Trans. Netw. 21(1), 204–217 (2013)
Toledo, A.L., Vercauteren, T., Wang, X.: Adaptive optimization of IEEE 802.11 DCF based on Bayesian estimation of the number of competing terminals. IEEE Trans. Mob. Comput. 5(9), 1283–1296 (2006)
Chun, S., Xianhua, D., Pingyuan, L., Han, Z.: Adaptive access mechanism with optimal contention window based on node number estimation using multiple thresholds. IEEE Trans. Wirel. Commun. 11(6), 2046–2055 (2012)
Oh, Y., Kim, Y., Hwang, G., Park, S.: A new contention based adaptive MAC protocol based on the renewal access protocol. In: 2016 IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), pp. 1–6. IEEE (2016)
Haenggi, M., Andrews, J.G., Baccelli, F., Dousse, O., Franceschetti, M.: Stochastic geometry and random graphs for the analysis and design of wireless networks. IEEE J. Sel. Areas Commun. 27(7), 1029–1046 (2009)
ElSawy, H., Hossain, E., Haenggi, M.: Stochastic geometry for modeling, analysis, and design of multi-tier and cognitive cellular wireless networks: a survey. IEEE Commun. Surv. Tutor. 15(3), 996–1019 (2013)
Bandyopadhyay, S., Coyle, E.J.: An energy efficient hierarchical clustering algorithm for wireless sensor networks. In: Twenty-Second Annual Joint Conference of the IEEE Computer and Communications, INFOCOM 2003, vol. 3, 1713–1723. IEEE Societies, IEEE (2003)
Andrews, J.G., Baccelli, F., Ganti, R.K.: A tractable approach to coverage and rate in cellular networks. IEEE Trans. Commun. 59(11), 3122–3134 (2011)
Hu, Z., Lu, Z., Wen, X., Li, Q.: Stochastic-geometry-based performance analysis of delayed mobile data offloading with mobility prediction in dense IEEE 802.11 networks. IEEE Access 5, 23060–23068 (2017)
Nguyen, H.Q., Baccelli, F., Kofman, D.: A stochastic geometry analysis of dense IEEE 802.11 networks. In: 26th IEEE International Conference on Computer Communications, INFOCOM 2007, pp. 1199–1207. IEEE (2007)
Kim, Y., Hwang, G.: Design and analysis of medium access protocol: throughput and short-term fairness perspective. IEEE/ACM Trans. Netw. (TON) 23(3), 959–972 (2015)
Kim, Y., Hwang, G., Um, J., Yoo, S., Jung, H., Park, S.: Throughput performance optimization of super dense wireless networks with the renewal access protocol. IEEE Trans. Wirel. Commun. 15(5), 3440–3452 (2016)
Kim, Y., Hwang, G.: Delay analysis and optimality of the renewal access protocol. Ann. Oper. Res. 252(1), 41–62 (2017)
Haenggi, M.: Stochastic Geometry for Wireless Networks. Cambridge University Press, New York (2012)
Cheng, W., Yu, J., Zhao, F., Cheng, X.: Ssdnet: Small-world super-dense device-to-device wireless networks. IEEE Netw. 32(1), 186–192 (2018)
Acknowledgment
This research was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (NRF-2017R1A2B4008581).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG, part of Springer Nature
About this paper
Cite this paper
Oh, Y., Hwang, G. (2018). Spatial Modelling and Analysis of WLAN with Poisson Point Process. In: Takahashi, Y., Phung-Duc, T., Wittevrongel, S., Yue, W. (eds) Queueing Theory and Network Applications. QTNA 2018. Lecture Notes in Computer Science(), vol 10932. Springer, Cham. https://doi.org/10.1007/978-3-319-93736-6_11
Download citation
DOI: https://doi.org/10.1007/978-3-319-93736-6_11
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-93735-9
Online ISBN: 978-3-319-93736-6
eBook Packages: Computer ScienceComputer Science (R0)