Open Access
| Issue |
RAIRO-Oper. Res.
Volume 60, Number 2, March-April 2026
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|---|---|---|
| Page(s) | 1233 - 1267 | |
| DOI | https://doi.org/10.1051/ro/2026025 | |
| Published online | 06 May 2026 | |
- M. Agiwal, A. Roy and N. Saxena, Next generation 5G wireless networks: a comprehensive survey. IEEE Commun. Surv. Tutor. 18 (2016) 1617–1655. [Google Scholar]
- M.R.G. Aghdam, B. Rahmani and R. Abdolee, Traffic-based adjustable discontinuous reception mechanism with bounded delay, in 2021 16th Annual Conference on Wireless On-demand Network Systems and Services (WONS 2021), IEEE Xplore, Klosters, Switzerland (2021) 132–137. [Google Scholar]
- G. Anapam, G. Choudhury and S. Dharmaraja, Performance analysis of DRX mechanism using batch arrival vacation queueing system with N-policy in LTE-A networks. Ann. Telecommun. 75 (2020) 353–367. [CrossRef] [Google Scholar]
- B. Arunsundar, P. Sakthivel and E. Natarajan, Analysis of energy consumption and latency in advanced wireless networks through DRX mechanism. J. Supercomput. 76 (2020) 3765–3787. [Google Scholar]
- S. Baek and B.D. Choi, Analysis of discontinuous reception (DRX) with both downlink and uplink packet arrivals in 3GPP LTE, in Proceedings of the 6th International Conference on Queueing Theory and Network Applications (QTNA) (2011) 8–16. [Google Scholar]
- S. Baek and B.D. Choi, Analysis of discontinuous reception with both downlink and uplink packet arrivals in 3GPP LTE. J. Ind. Manag. Optim. 8 (2012) 841–1860. [Google Scholar]
- P.J. Burke, The output of a queueing system. Oper. Res. 4 (2012) 699–704. [Google Scholar]
- Q.H. Choo and B. Conolly, New results in the theory of repeated orders queueing systems. J. Appl. Probab. 16 (1979) 631–640. [Google Scholar]
- A. Chydzinski, Time to reach buffer capacity in a BMAP queue. Stoch. Models 23 (2007) 195–209. [Google Scholar]
- T. Czachórski, E. Gelenbe, G.S. Kuaban and D. Marek, Transient behaviour of a network router, in 2020 43rd International Conference on Telecommunications and Signal Processing (TSP). IEEE (2020) 246–251. [Google Scholar]
- S. Dharmaraja, A. Aggarwal and R. Sudhesh, Analysis of energy saving in user equipment in LTE-A using stochastic modelling. Telecommun. Syst. 80 (2022) 123–140. [Google Scholar]
- L. Dimitriou, Queueing analysis of the DRX power saving mechanism in fault-tolerant 3GPP LTE wireless networks. Ann. Oper. Res. 239 (2016) 521–552. [Google Scholar]
- S. Fowler, R.S. Bhamber and A. Mellouk, Analysis of adjustable and fixed DRX mechanism for power saving in LTE/LTE-Advanced, in 2012 IEEE International Conference on Communications (ICC). IEEE (2012) 1964–1969. [Google Scholar]
- S. Fowler, A.O. Shahidullah, M. Osman, J.M. Karlsson and D. Yuan, Analytical evaluation of extended DRX with additional active cycles for light traffic. Comput. Netw. 77 (2015) 90–102. [Google Scholar]
- V. Giorno and A.G. Nobile, First-passage times and related moments for continuous-time birth death chains. Ric. Mat. 68 (2019) 629–659. [Google Scholar]
- A. Ghosh, T.A. Timothy, M.C. Cudak, R. Ratasuk, P. Moorut, F.W. Vook, T.S. Rappaport, G.R. MacCartney, S. Sun and S. Nie, Millimeter-wave enhanced local area systems: a high-data-rate approach for future wireless networks. IEEE J. Sel. Areas Commun. 32 (2014) 1152–1163. [Google Scholar]
- S. Herreria-Alonso, M. Rodríguez-Pérez, M. Fernández-Veiga and C. López-García, Adaptive DRX scheme to improve energy efficiency in LTE networks with bounded delay. IEEE J. Sel. Areas Commun. 33 (2015) 2963–2973. [Google Scholar]
- J. Huang, F. Qian, A. Gerber, Z.M. Mao, S. Sen and O. Spatscheck, A close examination of performance and power characteristics of 4G LTE networks, in Proceedings of the 10th International Conference on Mobile Systems, Applications, and Services (2012) 225–238. [Google Scholar]
- A. Huang, K.H. Lin and H.Y. Wei, Beam-aware cross-layer DRX design for 5G millimeter wave communication system. IEEE Access 8 (2020) 77604–77617. [Google Scholar]
- M.T. Kawser, M.R. Islam, K.Z. Islam, M.A. Islam, M.M. Hassan, Z. Ahmed and R. Hasan, Improvement in DRX power saving for non-real-time traffic in LTE. ETRI J. 38 (2016) 622–633. [Google Scholar]
- W.M. Kempa, K. Ksiazek and R. Marjasz, On time-dependent queue-size distribution in a model with finite buffer capacity and deterministic multiple vacations with applications to LTE DRX machanism modeling. IEEE Access 9 (2021) 148374–148383. [Google Scholar]
- M. Kijima, Markov Processes for Stochastic Modeling. Chapman and Hall, London (1997). [Google Scholar]
- A.T. Koc, S.C. Jha, R. Vannithamby and M. Torlak, Device power saving and latency optimization in LTE-A networks through DRX configuration. IEEE Trans. Wireless Commun. 13 (2014) 2614–2625. [Google Scholar]
- B. Krishna Kumar, R. Navaneetha Krishnan, R. Sankar and R. Rukmani, Performance analysis of cognitive wireless retrial queueing networks with admission control for secondary users. Qual. Technol. Quant. Manag. 20 (2023) 633–670. [Google Scholar]
- B. Krishna Kumar, R. Sankar, R. Navaneetha Krishnan, R. Rukmani and S. Balaji, Algorithmic analysis of cognitive multichannel retrial network system with finite-source primary users and admission control for secondary users. Int. J. Commun. Syst. 38 (2025) e70006. [Google Scholar]
- V.G. Kulkarni, Modeling and Analysis of Stochastic Systems. Chapman and Hall, CRC Press, New York (2016). [Google Scholar]
- S.W. Kwon, J. Hwang, A. Agiwal and H. Kang, Performance analysis of DRX mechanism considering analogue beamforming in millimeter-wave mobile broadband system, in 2014 IEEE GLOBECOM Workshops-Emerging Technologies for 5G Wireless Cellular Networks. IEEE (2014) 802–807. [Google Scholar]
- M. Li and Y.C. Lo, Traffic regulation for power saving in LTE-A networks supporting video-on-demand services, in 2016 Eighth International Conference on Ubiquitous and Future Networks (ICUFN). IEEE (2016) 932–936. [Google Scholar]
- S.H. Lim, S.W. Lee, M. Sohn and B.H. Lee, Queueing analysis of dynamic power management schemes for mobile devices. IEEE Access 8 (2020) 97632–97642. [Google Scholar]
- K.H. Lin, H.H. Liu, K.H. Hu, A. Huang and H.Y. Wei, A survey on DRX mechanism: device power saving from LTE and 5G new radio to 6G communication systems. IEEE Commun. Surv. Tutor. 25 (2023) 156–183. [Google Scholar]
- D. Liu, C. Wang and L.K. Rasmussen, Discontinuous reception for multiple-beam communication. IEEE Access 7 (2019) 46931–46946. [Google Scholar]
- S. Lokesh, J.M. Liang and S.L. Wu, Discontinuous reception based energy-efficient user association for 5G heterogeneous networks. IEEE Access 12 (2024) 13634–13647. [Google Scholar]
- M.K. Maheshwari, M. Agiwal, N. Saxena and A. Roy, Directional discontinuous reception (DDRX) for mmWave enabled 5G communications. IEEE Trans. Mob. Comput. 18 (2018) 2330–2343. [Google Scholar]
- M.K. Maheshwari, A. Roy and N. Saxena, DRX over LAA-LTE-a new design and analysis based on semi-Markov model. IEEE Trans. Mob. Comput. 18 (2019) 276–289. [Google Scholar]
- M.K. Maheshwari, E. Rastogi, A. Roy, N. Saxena and D.R. Shin, DRX in NR unlicensed for B5G wireless: modeling and analysis. IEEE Trans. Mob. Comput. 22 (2023) 5184–5197. [Google Scholar]
- M.K. Maheshwari, M. Agiwal and A. Rashid Masud, Analytical modeling for signaling-based DRX in 5G communication. ETT 32 (2020) e4125. [Google Scholar]
- V. Mancuso and S. Alouf, Analysis of power saving with continuous connectivity. Comput. Netw. 56 (2012) 2481–2493. [Google Scholar]
- Y. Mehmood, L. Zhang and A. Fürster, Power consumption modeling of discontinuous reception for cellular machine type communications. Sensors 19 (2019) 617. [Google Scholar]
- M.L. Memon, M.K. Maheshwari, N. Saxena, A. Roy and D.R. Shin, Artificial intelligence-based discontinuous reception for energy saving in 5G networks. Electronics 8 (2019) 1–17. [Google Scholar]
- S.J. Park and M.Y. Choi, Analytic expression of the probability density function for the first-passage time in birth-death processes. Chaos Soliton Fract. 186 (2024) 115307. [Google Scholar]
- N.R. Philip and B. Malarkodi, Extended hybrid directional DRX with auxiliary active cycles for light traffic in 5G networks. ETT 30 (2019) e3552. [Google Scholar]
- N.R. Philip and B. Malarkodi, Beam-aware energy harvesting discontinuous reception in machine-to-machine millimeter-wave 5G communications. Int. J. Commun. Syst. 33 (2020) e4567. [Google Scholar]
- N.U. Prabhu, Foundations of Queueing Theory. Vol. 7. Springer Science & Business Media, New York (2012). [Google Scholar]
- K. Priyanka and S. Dharmaraja, Stochastic modeling for energy efficiency in modified directional discontinuous reception for LTE-5G networks. Int. J. Commun. Syst. 36 (2023) e5434. [Google Scholar]
- B. Rahmani, M.R. Ghavidel Aghdam and R. Abdolee, Energy efficient discontinuous reception strategy in LTE and beyond using an adaptive packet queuing technique. IET Commun. 14 (2020) 3247–3255. [Google Scholar]
- H. Ramazanali and A. Vinel, Performance evaluation of LTE/LTE-A DRX: a Markovian approach. IEEE Internet Things J. 3 (2015) 386–397. [Google Scholar]
- H. Ramazanali and A. Vinel, Mean queuing delay in LTE DRX. IEEE Wirel. Commun. Lett. 5 (2016) 444–447. [Google Scholar]
- E. Rastogi, M.K. Maheshwari and A. Rastogi, Performance analysis of user power consumption in NR-Unlicensed DRX. J. Supercomput. 81 (2025) 329. [Google Scholar]
- W. Roh, J.Y. Seol, J. Park, B. Lee, J. Lee, Y. Kim, J. Cho, K. Cheun and F. Aryanfar, Millimeter-wave beamforming as an enabling technology for 5G cellular communications: theoretical feasibility and prototype results. IEEE Commun. Mag. 52 (2014) 106–113. [Google Scholar]
- D.E. Ruiz-Guirola, C.A. Rodríguez-Lopez, O.L. Lopez, S. Montejo-Sanchez, V.A. Reguera and M. Latva-aho, Discontinuous reception with adjustable inactivity timer for iIoT. IEEE Trans. Ind. Inform. 21 (2025) 574–583. [Google Scholar]
- M.M. Sallam, H.B. Nafea and F.W. Zaki, Comparative study of power saving and delay in LTE DRX, directional-DRX and hybrid-directional DRX. WPC 98 (2018) 3299–3317. [Google Scholar]
- T.L. Saaty, Time-dependent solution of the many-server Poisson queue. Oper. Res. 8 (1960) 755–772. [Google Scholar]
- M.M. Sallam, F.W. Zaki, M.M. Ashour and H.B. Nafea, Discontinuous reception sleep mode based on beam training procedure in 5G mm Wave communication systems. EURASIP J. Wirel. Commun. Netw. 2025 (2025) 1–48. [Google Scholar]
- J.F. Shortle, J.M. Thompson, D. Gross and C.M. Harris, Fundamentals of Queueing Theory. John Wiley and Sons Inc, New York (2018). [Google Scholar]
- O. Shurdi, A. Rakipi and A. Lala, Power saving techniques in 5G technology for multiple-beam communications. J. Commun. Softw. Syst. 19 (2023) 168–177. [Google Scholar]
- S. Sur, I. Pefkianakis, X. Zhang and K.H. Kim, Towards scalable and ubiquitous millimeter-wave wireless networks, in Proceedings of the 24th Annual International Conference on Mobile Computing and Networking (2018) 257–271. [Google Scholar]
- H.C. Tijms, Stochastic Models: An Algorithmic Approach. John Wiley and Sons, Chichester (1994). [Google Scholar]
- L.P. Tung, Y.D. Lin, Y.H. Kuo, Y.C. Lai and K.M. Sivalingam, Reducing power consumption in LTE data scheduling with the constraints of channel condition and QoS. Comput. Netw. 75 (2014) 149–159. [Google Scholar]
- S.R. Yang and Y.B. Lin, Modeling UMTS discontinuous reception mechanism. IEEE Trans. Wirel. Commun. 4 (2005) 312–319. [Google Scholar]
- S.R. Yang, S.Y. Yan and H.N. Hung, Modeling UMTS power saving with bursty packet data traffic. IEEE Trans. Mob. Comput. 6 (2007) 1398–1409. [Google Scholar]
- Y. Zhang, S. Jin and W. Yue, An enhanced energy saving strategy for an active DRX in LTE wireless networks. Int. J. Innov. Comput. Inf. Control 9 (2013) 4373–4387. [Google Scholar]
- L. Zhou, H. Xu, H. Tian, Y. Gao, L. Du and L. Chen, Performance analysis of power saving mechanism with adjustable DRX cycles in 3GPP LTE, in 2008 IEEE 68th Vehicular Technology Conference. IEEE (2008) 1–5. [Google Scholar]
- K. Zhou, N. Nikaein and T. Spyropoulos, LTE/LTE-A discontinuous reception modeling for machine type communications. IEEE Wirel. Commun. Lett. 2 (2012) 102–105. [Google Scholar]
- F. Zhu, Y. Wu and Z. Niu, Delay analysis for sleep-based power saving mechanisms with downlink and uplink traffic. IEEE Commun. Lett. 13 (2009) 615–617. [Google Scholar]
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