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Erschienen in: Wireless Networks 3/2019

09.11.2017

Mobility analysis of CoMP-based ultra-dense networks with stochastic geometry methods

verfasst von: Mengting Liu, Yinglei Teng, Mei Song

Erschienen in: Wireless Networks | Ausgabe 3/2019

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Abstract

This paper conducts mobility analysis in Coordinated multipoint (CoMP) based ultra-dense networks (UDNs) where channel state information (CSI) is outdated due to feedback delay. To depict the impact of mobility on CoMP-based UDNs, related analyses are carried out from two perspectives. For one thing, we define CoMP handover probability as the probability that the serving cluster doesn’t remain the best candidate during the movement and further give its theoretical expression with stochastic geometry methods. For another, coverage probability is evaluated by considering the effect of outdated CSI caused by mobility. Furthermore, to capture the comprehensive effect of mobility on network performance, we propound the effective coverage probability (ECP) incorporating the above two effects. Numerical results illustrate that with the increase of users’ velocity, CoMP handover probability increases while coverage probability decreases but can be compensated by relatively larger cluster size schemes or denser access points deployment. Also, our proposed performance metric ECP reveals the tradeoff between CoMP handover probability and coverage probability, which depends on cluster size and network sensitivity to handover failure.

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Literatur
1.
Zurück zum Zitat Kamel, M., Hamouda, W., & Youssef, A. (2016). Ultra-dense networks: A survey. IEEE Communications Surveys and Tutorials, 18(4), 2522–2545.CrossRef Kamel, M., Hamouda, W., & Youssef, A. (2016). Ultra-dense networks: A survey. IEEE Communications Surveys and Tutorials, 18(4), 2522–2545.CrossRef
2.
Zurück zum Zitat Samarakoon, S., Bennis, M., Saad, W., Debbah, M., & Latva-aho, M. (2016). Ultra dense small cell networks: Turning density into energy efficiency. IEEE Journal on Selected Areas in Communications, 34(5), 1267–1280.CrossRef Samarakoon, S., Bennis, M., Saad, W., Debbah, M., & Latva-aho, M. (2016). Ultra dense small cell networks: Turning density into energy efficiency. IEEE Journal on Selected Areas in Communications, 34(5), 1267–1280.CrossRef
3.
Zurück zum Zitat Zhou, Y. Q., Liu, L., Du, H. Y., Tian, L., Wang, X. D., & Shi, J. L. (2014). An overview on intercell interference management in mobile cellular networks: From 2g to 5g. In Proceedings of IEEE conference on communication systems (ICCS) (pp. 217–221). Zhou, Y. Q., Liu, L., Du, H. Y., Tian, L., Wang, X. D., & Shi, J. L. (2014). An overview on intercell interference management in mobile cellular networks: From 2g to 5g. In Proceedings of IEEE conference on communication systems (ICCS) (pp. 217–221).
4.
Zurück zum Zitat Garcia, V., Zhou, Y. Q., & Shi, J. L. (2014). Coordinated multipoint transmission in dense cellular networks with user-centric adaptive clustering. IEEE Transactions on Wireless Communications, 13(8), 4297–4308.CrossRef Garcia, V., Zhou, Y. Q., & Shi, J. L. (2014). Coordinated multipoint transmission in dense cellular networks with user-centric adaptive clustering. IEEE Transactions on Wireless Communications, 13(8), 4297–4308.CrossRef
5.
Zurück zum Zitat Peng, M., Li, Y., Jiang, J., Li, J., & Wang, C. (2014). Heterogeneous cloud radio access networks: A new perspective for enhancing spectral and energy efficiencies. IEEE Wireless Communications, 21(6), 126–135.CrossRef Peng, M., Li, Y., Jiang, J., Li, J., & Wang, C. (2014). Heterogeneous cloud radio access networks: A new perspective for enhancing spectral and energy efficiencies. IEEE Wireless Communications, 21(6), 126–135.CrossRef
6.
Zurück zum Zitat Rost, P., et al. (2016). Mobile network architecture evolution toward 5G. IEEE Communications Magazine, 54(5), 84–91.CrossRef Rost, P., et al. (2016). Mobile network architecture evolution toward 5G. IEEE Communications Magazine, 54(5), 84–91.CrossRef
7.
Zurück zum Zitat Han, D., Shin, S., Cho, H., Chung, J.-M., Ok, D., & Hwang, I. (2015). Measurement and stochastic modeling of handover delay and interruption time of smartphone real-time applications on lte networks. IEEE Communications Magazine, 53(3), 173–181.CrossRef Han, D., Shin, S., Cho, H., Chung, J.-M., Ok, D., & Hwang, I. (2015). Measurement and stochastic modeling of handover delay and interruption time of smartphone real-time applications on lte networks. IEEE Communications Magazine, 53(3), 173–181.CrossRef
8.
Zurück zum Zitat Zhang, H., Jiang, C., & Cheng, J. (2015). Cooperative interference mitigation and handover management for heterogeneous cloud small cell networks. IEEE Transactions on Wireless Communications, 22(3), 92–99.CrossRef Zhang, H., Jiang, C., & Cheng, J. (2015). Cooperative interference mitigation and handover management for heterogeneous cloud small cell networks. IEEE Transactions on Wireless Communications, 22(3), 92–99.CrossRef
9.
Zurück zum Zitat Wu, N. E., & Li, H. J. (2013). Effect of feedback delay on secure cooperative networks with joint relay and jammer selection. IEEE Communications Letters, 2(4), 415–418.CrossRef Wu, N. E., & Li, H. J. (2013). Effect of feedback delay on secure cooperative networks with joint relay and jammer selection. IEEE Communications Letters, 2(4), 415–418.CrossRef
10.
Zurück zum Zitat Karamshuk, D., Boldrini, C., & Conti, M. (2011). Human mobility models for opportunistic networks. IEEE Communications Magazine, 49(12), 157–165.CrossRef Karamshuk, D., Boldrini, C., & Conti, M. (2011). Human mobility models for opportunistic networks. IEEE Communications Magazine, 49(12), 157–165.CrossRef
11.
Zurück zum Zitat Lin, X. Q., Ganti, R., Fleming, P., & Andrews, J. (2013). Towards understanding the fundamentals of mobility in cellular networks. IEEE Transactions on Wireless Communications, 12(4), 1686–1698.CrossRef Lin, X. Q., Ganti, R., Fleming, P., & Andrews, J. (2013). Towards understanding the fundamentals of mobility in cellular networks. IEEE Transactions on Wireless Communications, 12(4), 1686–1698.CrossRef
12.
Zurück zum Zitat Hong, Y. T., Xu, X. D., Tao, M. L., Li, J. Y., & Svensson, T. (2015). Cross-tier handover analyses in small cell networks: A stochastic geometry approach, in Proceedings of IEEE international conference on communications (ICC). Hong, Y. T., Xu, X. D., Tao, M. L., Li, J. Y., & Svensson, T. (2015). Cross-tier handover analyses in small cell networks: A stochastic geometry approach, in Proceedings of IEEE international conference on communications (ICC).
13.
Zurück zum Zitat Bao, W., & Liang, B. (2015). Stochastic geometric analysis of user mobility in heterogeneous wireless networks. IEEE Journal on Selected Areas in Communications, 33(10), 2212–2225.CrossRef Bao, W., & Liang, B. (2015). Stochastic geometric analysis of user mobility in heterogeneous wireless networks. IEEE Journal on Selected Areas in Communications, 33(10), 2212–2225.CrossRef
14.
Zurück zum Zitat Sadr, S., & Adve, R. (2015). Handoff rate and coverage analysis in multi-tier heterogeneous networks. IEEE Transactions on Wireless Communications, 14(5), 2626–2638.CrossRef Sadr, S., & Adve, R. (2015). Handoff rate and coverage analysis in multi-tier heterogeneous networks. IEEE Transactions on Wireless Communications, 14(5), 2626–2638.CrossRef
15.
Zurück zum Zitat Vu, Decreusefond, T., & Martins, P. L. (2012). An analytical model for evaluating outage and handover probability of cellular wireless networks. In Proceedings of wireless personal multimedia communications (WPMC) (pp. 643–647). Vu, Decreusefond, T., & Martins, P. L. (2012). An analytical model for evaluating outage and handover probability of cellular wireless networks. In Proceedings of wireless personal multimedia communications (WPMC) (pp. 643–647).
16.
Zurück zum Zitat Becvar, Z., & Mach, P. (2010). Adaptive hysteresis margin for handover in femtocell networks. In Proceedings of 6th international conference on wireless and mobile communications (ICWMC) (pp. 256–261). Becvar, Z., & Mach, P. (2010). Adaptive hysteresis margin for handover in femtocell networks. In Proceedings of 6th international conference on wireless and mobile communications (ICWMC) (pp. 256–261).
17.
Zurück zum Zitat Yusof, A. L., Ya'acob, N., & Ali, M. T. (2013). Hysteresis margin for handover in Long Term Evolution (LTE) network. In Proceedings of 2013 international conference on computing, management and telecommunications (ComManTel) (pp. 426–430). Yusof, A. L., Ya'acob, N., & Ali, M. T. (2013). Hysteresis margin for handover in Long Term Evolution (LTE) network. In Proceedings of 2013 international conference on computing, management and telecommunications (ComManTel) (pp. 426–430).
18.
Zurück zum Zitat Vijayan, R., & Holtzman, J. M. (1993). A model for analyzing handoff algorithms [cellular radio]. IEEE Transactions on Vehicular Technology, 42(3), 351–356.CrossRef Vijayan, R., & Holtzman, J. M. (1993). A model for analyzing handoff algorithms [cellular radio]. IEEE Transactions on Vehicular Technology, 42(3), 351–356.CrossRef
19.
Zurück zum Zitat Guidolin, F., Pappalardo, I., Zanella, A., & Zorzi, M. (2014). A markov-based framework for handover optimization in hetnets. In Proceedings of 13th annual mediterranean Ad Hoc networking workshop (MED-HOC-NET) (pp. 134–139). Guidolin, F., Pappalardo, I., Zanella, A., & Zorzi, M. (2014). A markov-based framework for handover optimization in hetnets. In Proceedings of 13th annual mediterranean Ad Hoc networking workshop (MED-HOC-NET) (pp. 134–139).
20.
Zurück zum Zitat Fischione, C., Athanasiou, G., & Santucci, F. (2014). Dynamic optimization of generalized least squares handover algorithms. IEEE Transactions on Wireless Communications, 13(3), 1235–1249.CrossRef Fischione, C., Athanasiou, G., & Santucci, F. (2014). Dynamic optimization of generalized least squares handover algorithms. IEEE Transactions on Wireless Communications, 13(3), 1235–1249.CrossRef
21.
Zurück zum Zitat Lin, C. C., Sandrasegaran, K., Zhu, X., & Xu, Z. (2012). “Performance evaluation of capacity based comp handover algorithm for lte-advanced. In Proceedings of 15th International symposium on wireless personal multimedia communications (WPMC), Lin, C. C., Sandrasegaran, K., Zhu, X., & Xu, Z. (2012). “Performance evaluation of capacity based comp handover algorithm for lte-advanced. In Proceedings of 15th International symposium on wireless personal multimedia communications (WPMC),
22.
Zurück zum Zitat Xia, Y., Fang, X., Luo, W., et al. (2014). Coordinated of multi-point and bi-casting joint soft handover scheme for high-speed rail. IET Communications, 8(14), 2509–2515.CrossRef Xia, Y., Fang, X., Luo, W., et al. (2014). Coordinated of multi-point and bi-casting joint soft handover scheme for high-speed rail. IET Communications, 8(14), 2509–2515.CrossRef
23.
Zurück zum Zitat Nakano A., & Saba, T. (2014). A handover scheme based on signal power of coordinated base stations for comp joint processing systems. In Proceedings of 8th international conference on signal processing and communication systems (ICSPCS). Nakano A., & Saba, T. (2014). A handover scheme based on signal power of coordinated base stations for comp joint processing systems. In Proceedings of 8th international conference on signal processing and communication systems (ICSPCS).
24.
Zurück zum Zitat Boujelben, M., Rejeb S. B., & Tabbane, S. (2015). A novel mobility-based COMP handover algorithm for LTE-A/5G HetNets. In 23rd International conference on software, telecommunications and computer networks (SoftCOM). Boujelben, M., Rejeb S. B., & Tabbane, S. (2015). A novel mobility-based COMP handover algorithm for LTE-A/5G HetNets. In 23rd International conference on software, telecommunications and computer networks (SoftCOM).
25.
Zurück zum Zitat Jo, H. S., Sang, Y. J., Xia, P., & Andrews, J. G. (2012). Heterogeneous cellular networks with flexible cell association: A comprehensive downlink SINR analysis. IEEE Transactions on Wireless Communications, 11(10), 3484–3495.CrossRef Jo, H. S., Sang, Y. J., Xia, P., & Andrews, J. G. (2012). Heterogeneous cellular networks with flexible cell association: A comprehensive downlink SINR analysis. IEEE Transactions on Wireless Communications, 11(10), 3484–3495.CrossRef
26.
Zurück zum Zitat Stoyan, D., Kendall, W. S., & Mecke, J. (1995). Stochastic geometry and its applications (2nd ed.). New York, NY: Wiley.MATH Stoyan, D., Kendall, W. S., & Mecke, J. (1995). Stochastic geometry and its applications (2nd ed.). New York, NY: Wiley.MATH
27.
Zurück zum Zitat Jakes, W. C. (1994). Microwave mobile communications. Piscataway: IEEE Press.CrossRef Jakes, W. C. (1994). Microwave mobile communications. Piscataway: IEEE Press.CrossRef
28.
Zurück zum Zitat Michalopoulos, D., Suraweera, H., Karagiannidis, G., & Schober, R. (2012). Amplify-and-forward relay selection with outdated channel estimates. IEEE Transactions on Communications, 60(5), 1278–1290.CrossRef Michalopoulos, D., Suraweera, H., Karagiannidis, G., & Schober, R. (2012). Amplify-and-forward relay selection with outdated channel estimates. IEEE Transactions on Communications, 60(5), 1278–1290.CrossRef
29.
Zurück zum Zitat Zhou, Z. D., & Vucetic, B. (2011). Adaptive coded mimo systems with near full multiplexing gain using outdated csi. IEEE Transactions on Wireless Communications, 10(1), 294–302.CrossRef Zhou, Z. D., & Vucetic, B. (2011). Adaptive coded mimo systems with near full multiplexing gain using outdated csi. IEEE Transactions on Wireless Communications, 10(1), 294–302.CrossRef
30.
Zurück zum Zitat Ferdinand, N., Benevides da Costa, D., & Latva-aho, M. (2013). Effects of outdated csi on the secrecy performance of miso wiretap channels with transmit antenna selection. IEEE Communications Letters, 17(5), 1822–1834. Ferdinand, N., Benevides da Costa, D., & Latva-aho, M. (2013). Effects of outdated csi on the secrecy performance of miso wiretap channels with transmit antenna selection. IEEE Communications Letters, 17(5), 1822–1834.
31.
Zurück zum Zitat Tukmanov, A., Boussakta, S., Ding, Z., & Jamalipour, A. (2014). Outage performance analysis of imperfect-csi-based selection cooperation in random networks. IEEE Transactions on Communications, 62(8), 2747–2757.CrossRef Tukmanov, A., Boussakta, S., Ding, Z., & Jamalipour, A. (2014). Outage performance analysis of imperfect-csi-based selection cooperation in random networks. IEEE Transactions on Communications, 62(8), 2747–2757.CrossRef
32.
Zurück zum Zitat Liu, M. T., Teng, Y. L., & Song, M. (2015). Performance analysis of coordinated multipoint joint transmission in ultra-dense networks with limited backhaul capacity. IET Electronics Letter, 51(25), 2111–2113.CrossRef Liu, M. T., Teng, Y. L., & Song, M. (2015). Performance analysis of coordinated multipoint joint transmission in ultra-dense networks with limited backhaul capacity. IET Electronics Letter, 51(25), 2111–2113.CrossRef
33.
Zurück zum Zitat Peng, M. G., Yan, S., & Poor, H. V. (2014). Ergodic capacity analysis of remote radio head associationsin cloud radio access networks. IEEE Communications Letters, 3(4), 365–368.CrossRef Peng, M. G., Yan, S., & Poor, H. V. (2014). Ergodic capacity analysis of remote radio head associationsin cloud radio access networks. IEEE Communications Letters, 3(4), 365–368.CrossRef
34.
Zurück zum Zitat Nigam, G., Minero, P., & Haenggi, M. (2014). Coordinated multipoint joint transmission in heterogeneous networks. IEEE Transactions on Communications, 62(11), 4134–4146.CrossRef Nigam, G., Minero, P., & Haenggi, M. (2014). Coordinated multipoint joint transmission in heterogeneous networks. IEEE Transactions on Communications, 62(11), 4134–4146.CrossRef
35.
Zurück zum Zitat Tanbourgi, R., Singh, S., Andrews, J. G., & Jondral, F. (2014). A tractable model for noncoherent joint-transmission base station cooperation. IEEE Transactions on Wireless Communications, 13(9), 4959–4973.CrossRef Tanbourgi, R., Singh, S., Andrews, J. G., & Jondral, F. (2014). A tractable model for noncoherent joint-transmission base station cooperation. IEEE Transactions on Wireless Communications, 13(9), 4959–4973.CrossRef
36.
Zurück zum Zitat Gradshteyn, I. S., & Ryzhik, I. M. (2007). Table of integrals. In D. Zwillinger (Ed.), IEEE communications magazine (7th ed.). New York: Academic. Gradshteyn, I. S., & Ryzhik, I. M. (2007). Table of integrals. In D. Zwillinger (Ed.), IEEE communications magazine (7th ed.). New York: Academic.
37.
Zurück zum Zitat Lpez-Prez, D., Guvenc, I., & Chu, X. (2012). Theoretical analysis of handover failure and ping-pong rates for heterogeneous networks. In Proceedings of IEEE ICC (pp. 6774–6779). Lpez-Prez, D., Guvenc, I., & Chu, X. (2012). Theoretical analysis of handover failure and ping-pong rates for heterogeneous networks. In Proceedings of IEEE ICC (pp. 6774–6779).
38.
Zurück zum Zitat de Lima, C. H. M., Bennis, M., & Latva-aho, M. (2014). Modeling and analysis of handover failure probability in small cell networks. In Proceedings IEEE conference on computer communications workshops (INFOCOM WKSHPS) (pp. 736–741). de Lima, C. H. M., Bennis, M., & Latva-aho, M. (2014). Modeling and analysis of handover failure probability in small cell networks. In Proceedings IEEE conference on computer communications workshops (INFOCOM WKSHPS) (pp. 736–741).
39.
Zurück zum Zitat Liu, M. T., Teng, Y. L., & song, M. (2016). Performance analysis of CoMP in ultra-dense networks with limited backhaul capacity. Wireless Personal Communications, 91(1), 51–77.CrossRef Liu, M. T., Teng, Y. L., & song, M. (2016). Performance analysis of CoMP in ultra-dense networks with limited backhaul capacity. Wireless Personal Communications, 91(1), 51–77.CrossRef
40.
Zurück zum Zitat Simon, M. K., & Alouini, M.-S. (2000). Digital communications over fading channels: A unified approach to performance analysis (1st ed.). New York: Wiley.CrossRef Simon, M. K., & Alouini, M.-S. (2000). Digital communications over fading channels: A unified approach to performance analysis (1st ed.). New York: Wiley.CrossRef
Metadaten
Titel
Mobility analysis of CoMP-based ultra-dense networks with stochastic geometry methods
verfasst von
Mengting Liu
Yinglei Teng
Mei Song
Publikationsdatum
09.11.2017
Verlag
Springer US
Erschienen in
Wireless Networks / Ausgabe 3/2019
Print ISSN: 1022-0038
Elektronische ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-017-1609-8

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