Abstract—
The Wi-Fi standard describes a number of power save mechanisms, the main idea of which is to periodically turn off the radio to save energy on channel listening. In modern Wi-Fi networks, such mechanisms include Target Wake Time (TWT) and Wake-Up Radio (WUR). Despite the fundamental differences between these mechanisms, they both use the activity period scheduling alternating with long intervals of turning off the main radio. Turning off the main radio not only saves energy, but also causes the loss of synchronization between the clocks of the power-saving stations with the access point clock because of the clock drift effect, which can negatively affect the efficiency of these mechanisms. In this paper, mathematical models of frame transmission from an access point to power-saving stations using TWT and WUR have been developed. The models consider the clock drift effect and allow us to evaluate the efficiency of the considered mechanisms in terms of average power consumption and average frame delivery delay.
REFERENCES
E. Khorov, A. Kiryanov, A. Lyakhov, and G. Bianchi, IEEE Commun. Surv. Tutorials 21, 197–216 (2018).
IEEE P802.11baTM Standard for Information Technology — Telecommunications and Information Exchange between Systems Local and Metropolitan Area Networks — Specific Requirements, Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications, Amendment 3: Wake-Up Radio Operation: 2021 (2021).
C. Ghosh, Discussion on Deep and Shallow Sleep States (2015). http://mentor.ieee.org/802.11/dcn/15/11-15-1100-02-00ax-discassion-on-deep-and-shallow-sleepstates.pptx.
E. Khorov, A. Lyakhov, A. Krotov, and A. Guschin, Comput. Commun. 58, 53–69 (2015).
D. Bankov, E. Khorov, A. Lyakhov, and J. Famaey, Sensors 20, 2449 (2020).
A. Kureev, D. Bankov, E. Khorov, and A. Lyakhov, in Proc. 2017 IEEE 28th Annual Int. Symp. on Personal, Indoor, and Mobile Radio Communications (PIMRC), Montreal, Quebec, Canada, Oct. 8–13, 2017 (IEEE, Piscataway, N. J., 2017).
S. Baek and B. D. Choi, in Proc. 2008 Int. Conf. on Telecommunications, St. Petersburg, Russia, June 16–19, 2008 (IEEE, Piscataway, N. J., 2008).
I. A. Ibrahim, H. TH. Salim, and H. F. Khazaal, Wasit J. Eng. Sci. 6, 13–19 (2018).
Y. He, R. Yuan, X. Ma, J. Li, and C. Wang, in Proc. 2007 IEEE Int. Conf. on Network Protocols, Beijing, China, Oct. 16–19, 2007 (IEEE, Piscataway, N.J., 2007), pp. 154–163.
Y. Xie, X. Luo, and R. KC. Chang, in Proc. 2009 IEEE Sarnoff Symp, Princeton, N.J., Mar. 30–Apr. 1, 2009 (IEEE, Piscataway, N.J., 2009).
X. Perez-Costa and D. Camps-Mur, IEEE Wireless Commun. 17, 88–96 (2010).
D. Camps-Mur, M. D. Gomony, X. Pérez-Costa, and S. Sallent-Ribes, Comput. Networks 56, 2896–2911 (2012).
A. Sidam, P. Koutarapu, M. Methuku, and S. Vuyyala, in Proc. 2022 9th Int. Conf. on Computing for Sustainable Global Development (INDIACom), New Delhi, India, Mar 23–25, 2022 (IEEE, Piscataway, N.J., 2022), pp. 551–555.
V. Bhargava and N. Raghava, Electronics 11, 3914 (2022).
E. Guérin, T. Begin, and I. G. Lassous, Comput. Commun. 203, 129–145 (2023).
D. Bankov, E. Khorov, A. Lyakhov, and E. Stepanova, in Proc. 2019 IEEE Int. Black Sea Conf. on Communications and Networking (BlackSeaCom), Sochi, Russia, June 3–6, 2019 (IEEE, Piscataway, N.J., 2019).
E. Stepanova, D. Bankov, E. Khorov, and A. Lyakhov, IEEE Access 8, 221061–221076 (2020).
S. Santi, L. Tian, and J. Famaey, in Proc. 2019 Workshop on Next-Generation Wireless with ns-3, Florence, Italy, June 21, 2019 (Association for Computing Machinery, New York, 2019), pp. 9–12.
S. Santi, L. Tian, E. Khorov, and J. Famaey, Sensors 19, 2614 (2019).
D. Bankov, E. Khorov, A. Lyakhov, and E. Stepanova, in Proc. 5th Int. Conf. on Engineering and Telecommunication (EnT-MIPT), Moscow, Russia, Nov. 15–16, 2018 (IEEE Computer Society, Los Alamitos, Calif., 2018).
T. L. Kao, H. C. Wang, C. H. Lu, and T. H. Cheng, IOP Conf. Ser.: Mater. Sci. Eng. 644, 012008 (2019).
M. Nurchis and B. Bellalta, IEEE Wireless Commun. 26, 142–150 (2019).
Q. Chen, Z. Weng, and G. Chen, IEEE Access 7, 158207–158222 (2019).
Q. Chen, IEEE Internet Things J. 9, 18973–18986 (2022).
M. Karaca, Turk. J. Electr. Eng. Comput. Sci. 29 (3), 1659–1671 (2021).
C. Yang, J. Lee, and S. Bahk, in Proc. 2021 IEEE Wireless Commun. and Networking Conf. (WCNC), Nanjing, China, Mar. 29–Apr. 1, 2021 (IEEE, Piscataway, N.J., 2021).
X. Jin, Y. Long, X. Fang, R. He, and H. Ju, in Proc. 2022 IEEE/CIC Int. Conf. on Communications in China (ICCC), Sanshui, Foshan, China, Aug. 11–13, 2022 (IEEE, Piscataway, N.J., 2022), pp. 1119–1124.
J. Bai, H. Fang, J. Suh, O. Aboul-Magd, E. Au, and X. Wang, in Proc. 2018 IEEE/CIC Int. Conf. on Commun. in China (ICCC), Beijing, China, Aug. 16–18, 2018 (IEEE, Piscataway, N.J., 2018), pp. 34–39.
Q. Chen and Y. H. Zhu, IEEE Trans. Wireless Commun. 20, 1529–1543 (2020).
N. M. Pletcher, S. Gambini, and J. M. Rabaey, in Proc. 2008 IEEE Int. Solid-State Circuits Conf., San Francisco, Calif., Feb. 3–7, 2008 (IEEE, Piscataway, N.J., 2008), pp. 524–633.
C. Hambeck, S. Mahlknecht, and T. Herndl, in Proc. 2011 IEEE Int. Symp. of Circuits and Systems (ISCAS), Rio de Janeiro, Brasil, May 15–18, 2011 (IEEE, Piscataway, N.J., 2011), pp. 534–537.
C. Salazar, A. Kaiser, A. Cathelin, and J. Rabaey, in Proc. 2015 IEEE Int. Solid-State Circuits Conf. (ISSCC), San Francisco, Calif., Feb. 22–26, 2015 (IEEE, Piscataway, N.J., 2015).
R. Piyare, A. L. Murphy, C. Kiraly, P. Tosato, and D. Brunelli, IEEE Commun. Surv. Tutorials 19, 2117–2157 (2017).
R. Liu, A. B. KT, R. Dorrance, D. Dasalukunte, M. A. Santana Lopez, V. Kristem, S. Azizi, M. Park, and B. R. Carlton, in Proc. 2019 IEEE Radio Frequency Integrated Circuits Symposium (RFIC), Boston, Mass., Aug. 28–30, 2019 (IEEE, Piscataway, N.J., 2019), pp. 255–258.
R. Liu, A. B. KT, R. Dorrance, D. Dasalukunte, V. Kristem, M. A. Santana Lopez, A. W. Min, S. Azizi, M. Park, and B. R. Carlton, IEEE J. Solid-State Circuits 55, 1151–1164 (2019).
D. J. Deng, S. Y. Lien, C. C. Lin, M. Gan, and H. C. Chen, IEEE Access 8, 141547–141557 (2020).
T. Song and T. Kim, Sensors 19, 5106 (2019).
A. A. Benbuk, N. Kouzayha, F. A. Asadallah, J. Costantine, and Z. Dawy, in Proc. 2019 IEEE Int. Symp. on Antennas and Propagation and USNC–URSI Radio Science Meeting, Atlanta, Ga., July 7–12, 2019 (IEEE, Piscataway, N.J., 2019), pp. 1461–1462.
S. Tang and S. Obana, Wireless Commun. Mobile Comput. 2017, 2405381 (2017).
V. Rakovic, R. Adamovski, A. Risteski, and L. Gavrilovska, Wireless Pers. Commun. 126, 123–134 (2020).
S. L. Sampayo, J. Montavont, F. Prégaldiny, and T. Noël, in Proc. 2018 14th Int. Conf. on Wireless and Mobile Computing, Networking and Communications (WiMob), Limassol, Cyprus, Oct. 15–17, 2018 (IEEE, Piscataway, N.J., 2018).
G. Mahendra and T. J. Lee, IEEE Commun. Lett. 25, 3432–3436 (2021).
H. Hong, Y. Kim, and R. Kim, Appl. Sci. 8, 72 (2018).
E. A. Stepanova, D. V. Bankov, E. M. Khorov, and A. I. Lyakhov, Inf. Protsessy 22, 261–275 (2022).
V. Vishnevsky and A. Lyakhov, Cluster Comput. 5, 133–144 (2002).
The ns-3 Network Simulator. http://www.nsnam.org/.
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Bankov, D.V., Lyakhov, A.I., Stepanova, E.A. et al. Mathematical Models of Modern Power Save Mechanisms in Wi-Fi Networks. J. Commun. Technol. Electron. 68 (Suppl 2), S224–S238 (2023). https://doi.org/10.1134/S106422692314005X
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DOI: https://doi.org/10.1134/S106422692314005X