Skip to main content
Erschienen in: Wireless Personal Communications 3/2017

18.12.2014

Intercell Interference Coordination for Control Channels in LTE and LTE-A: An Optimization Scheme Based on Evolutionary Algorithms

verfasst von: David González G., Mario García-Lozano, Silvia Ruiz Boqué

Erschienen in: Wireless Personal Communications | Ausgabe 3/2017

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Intercell Interference Coordination (ICIC) encompasses techniques aiming at reducing the intercell interference at cell edges, an issue affecting not only data but also control channels in Long Term Evolution (LTE) and LTE-Advanced (LTE-A). This paper presents several ICIC-based optimization schemes to improve the performance of the control channels: the Physical Downlink Control Channel (PDCCH) in LTE and the enhanced PDCCH (ePDCCH) in LTE-A. The study is focused on realistic deployments, where the amount of intercell interference received at different cells varies considerably, making very difficult the task of homogenizing the performance of the ePDCCH in the coverage area. The PDCCH is time-multiplexed, and hence, traditional ICIC schemes such as Soft Frequency Reuse cannot be applied. As an answer to this, LTE-A introduces the ePDCCH. This new structure increases the signaling capacity and allows frequency domain ICIC. However, the optimization of the ePDCCH poses a new problem. The resources devoted to the ePDCCH need to be borrowed from the data channels. In order to address these problems, several multiobjective optimization schemes based on evolutionary algorithms are proposed to adjusts the configuration of the control channels, and consequently, to reduce the consumption of control resources. The results show that significant capacity gains, up to 30 %, are obtained in severely interfered cells with notorious savings in terms of transmitted power.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
The extension to other antenna configurations such as Multiple Input Multiple Output (MIMO) can be done by modifying the SINR thresholds (\(\psi _x^{\text {T}}\)).
 
Literatur
1.
Zurück zum Zitat IEEE Standard for a Precision Clock Synchronization Protocol for Networked Measurement and Control Systems. IEEE Std 1588-2008 (Revision of IEEE Std 1588-2002) pp. c1–269 (2008). doi:10.1109/IEEESTD.2008.4579760 IEEE Standard for a Precision Clock Synchronization Protocol for Networked Measurement and Control Systems. IEEE Std 1588-2008 (Revision of IEEE Std 1588-2002) pp. c1–269 (2008). doi:10.​1109/​IEEESTD.​2008.​4579760
2.
Zurück zum Zitat Capozzi, F., Laselva, D., Frederiksen, F., Wigard, J., Kovacs, I. Z., & Mogensen, P. E. (2009). UTRAN LTE downlink system performance under realistic control channel constraints. In 2009 IEEE 70th vehicular technology conference fall (VTC 2009-Fall), pp. 1–5. Capozzi, F., Laselva, D., Frederiksen, F., Wigard, J., Kovacs, I. Z., & Mogensen, P. E. (2009). UTRAN LTE downlink system performance under realistic control channel constraints. In 2009 IEEE 70th vehicular technology conference fall (VTC 2009-Fall), pp. 1–5.
3.
Zurück zum Zitat Chen, Y. (2011). Resource allocation for downlink control channel in LTE systems. In 2011 7th International conference on wireless communications, networking and mobile computing (WiCOM), pp. 1–4. doi:10.1109/wicom.2011.6036666 Chen, Y. (2011). Resource allocation for downlink control channel in LTE systems. In 2011 7th International conference on wireless communications, networking and mobile computing (WiCOM), pp. 1–4. doi:10.​1109/​wicom.​2011.​6036666
4.
Zurück zum Zitat Coello, C. A., Lamont, G. B., & Van Veldhuizen, D. A. (2007). Evolutionary algorithms for solving multi-objective problems (2nd ed.). Berlin: Springer: Genetic and Evolutionary Computation Series.MATH Coello, C. A., Lamont, G. B., & Van Veldhuizen, D. A. (2007). Evolutionary algorithms for solving multi-objective problems (2nd ed.). Berlin: Springer: Genetic and Evolutionary Computation Series.MATH
5.
Zurück zum Zitat Deb, K., Pratap, A., Agarwal, S., & Meyarivan, T. (2002). A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II. Evolutionary Computation, IEEE Transactions on, 6(2), 182–197.CrossRef Deb, K., Pratap, A., Agarwal, S., & Meyarivan, T. (2002). A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II. Evolutionary Computation, IEEE Transactions on, 6(2), 182–197.CrossRef
6.
Zurück zum Zitat Deb, S., Monogioudis, P., Miernik, J., & Seymour, J. (2013). Algorithms for enhanced inter-cell interference coordination (eICIC) in LTE HetNets. IEEE/ACM Transactions on Networking, PP(99), 1–1. doi:10.1109/TNET.2013.2246820 Deb, S., Monogioudis, P., Miernik, J., & Seymour, J. (2013). Algorithms for enhanced inter-cell interference coordination (eICIC) in LTE HetNets. IEEE/ACM Transactions on Networking, PP(99), 1–1. doi:10.​1109/​TNET.​2013.​2246820
7.
Zurück zum Zitat Einhaus, M., Wengerter, C., Ohlhorst, J., & Feng, S. (2012). Performance study of an enhanced downlink control channel design for LTE. In 2012 IEEE 75th vehicular technology conference (VTC Spring), pp. 1–5. doi:10.1109/VETECS.2012.6240100 Einhaus, M., Wengerter, C., Ohlhorst, J., & Feng, S. (2012). Performance study of an enhanced downlink control channel design for LTE. In 2012 IEEE 75th vehicular technology conference (VTC Spring), pp. 1–5. doi:10.​1109/​VETECS.​2012.​6240100
8.
Zurück zum Zitat Fan, Y., & Valkama, M. (2011). Efficient control channel resource allocation for VoIP in OFDMA-based packet radio networks. EURASIP Journal on Wireless Communications and Networking, 2011, 1–11. Fan, Y., & Valkama, M. (2011). Efficient control channel resource allocation for VoIP in OFDMA-based packet radio networks. EURASIP Journal on Wireless Communications and Networking, 2011, 1–11.
10.
Zurück zum Zitat Gale, D. (2007). Linear programming and the simplex method. Notices of the AMS, 54(3), 364–369.MathSciNetMATH Gale, D. (2007). Linear programming and the simplex method. Notices of the AMS, 54(3), 364–369.MathSciNetMATH
11.
Zurück zum Zitat Gill, P. E., & Wong, E. (2010). Sequential quadratic programming methods. Tech. Rep. NA-10-03, Department of Mathematics, University of California, San Diego, La Jolla, CA. Gill, P. E., & Wong, E. (2010). Sequential quadratic programming methods. Tech. Rep. NA-10-03, Department of Mathematics, University of California, San Diego, La Jolla, CA.
13.
Zurück zum Zitat González, D., Garcia-Lozano, M., Ruiz, S., & Olmos, J. (2012). On the role of downlink control information in the provision of QoS for NRT services in LTE. In IEEE vehicular technology conference (VTC), 2012, pp. 1–5. González, D., Garcia-Lozano, M., Ruiz, S., & Olmos, J. (2012). On the role of downlink control information in the provision of QoS for NRT services in LTE. In IEEE vehicular technology conference (VTC), 2012, pp. 1–5.
14.
Zurück zum Zitat González, G. D., García-Lozano, M., Ruiz, S., & Olmos, J. (2010). Static inter-cell interference coordination techniques for LTE networks: A fair performance assessment. Lecture Notes in Computer Science, 6235(68), 211–222. doi:10.1007/978-3-642-15428-7_21. (Springer, Berlin/Heidelberg). González, G. D., García-Lozano, M., Ruiz, S., & Olmos, J. (2010). Static inter-cell interference coordination techniques for LTE networks: A fair performance assessment. Lecture Notes in Computer Science, 6235(68), 211–222. doi:10.​1007/​978-3-642-15428-7_​21. (Springer, Berlin/Heidelberg).
15.
Zurück zum Zitat González, G. D., García-Lozano, M., Ruiz Boqué, S., & Lee, D. S. (2013). Optimization of soft frequency reuse for irregular LTE macrocellular networks. IEEE Transactions on Wireless Communications, 12(5), 2410–2423.CrossRef González, G. D., García-Lozano, M., Ruiz Boqué, S., & Lee, D. S. (2013). Optimization of soft frequency reuse for irregular LTE macrocellular networks. IEEE Transactions on Wireless Communications, 12(5), 2410–2423.CrossRef
16.
Zurück zum Zitat Group Radio Access Network: TS 22.146: Multimedia Broadcast/Multicast Service. 3GPP (2008). V8.4.0. Group Radio Access Network: TS 22.146: Multimedia Broadcast/Multicast Service. 3GPP (2008). V8.4.0.
17.
Zurück zum Zitat Group Radio Access Network: TS 36.213: Physical Layer Procedures. 3GPP GRAN (2010). V9.2.0. Group Radio Access Network: TS 36.213: Physical Layer Procedures. 3GPP GRAN (2010). V9.2.0.
18.
Zurück zum Zitat Group Radio Access Network: TS 36.211: Physical Channels and Modulation. 3GPP (2012). V11.1.0 (Release 11). Group Radio Access Network: TS 36.211: Physical Channels and Modulation. 3GPP (2012). V11.1.0 (Release 11).
19.
Zurück zum Zitat Group Radio Access Network: TS 36.213: Physical Layer Procedures. 3GPP (2012). V11.1.0 (Release 11). Group Radio Access Network: TS 36.213: Physical Layer Procedures. 3GPP (2012). V11.1.0 (Release 11).
21.
Zurück zum Zitat Irmer, R., Droste, H., Marsch, P., Grieger, M., Fettweis, G., Brueck, S., et al. (2011). Coordinated multipoint: concepts, performance, and field trial results. IEEE Communications Magazine, 49(2), 102–111.CrossRef Irmer, R., Droste, H., Marsch, P., Grieger, M., Fettweis, G., Brueck, S., et al. (2011). Coordinated multipoint: concepts, performance, and field trial results. IEEE Communications Magazine, 49(2), 102–111.CrossRef
22.
23.
Zurück zum Zitat Jürgen Branke, J., Deb, K., Miettinen, K., & Slowiński, R. E. (2008). Multiobjective optimization: Interactive and evolutionary approaches. In Lecture Notes in Computer Science, Vol. 5252. Springer. Jürgen Branke, J., Deb, K., Miettinen, K., & Slowiński, R. E. (2008). Multiobjective optimization: Interactive and evolutionary approaches. In Lecture Notes in Computer Science, Vol. 5252. Springer.
24.
Zurück zum Zitat Novlan, T., Ganti, R., Ghosh, A., & Andrews, J. (2011). Analytical evaluation of fractional frequency reuse for OFDMA cellular networks. IEEE Transactions on Wireless Communications, 99, 1–12. Novlan, T., Ganti, R., Ghosh, A., & Andrews, J. (2011). Analytical evaluation of fractional frequency reuse for OFDMA cellular networks. IEEE Transactions on Wireless Communications, 99, 1–12.
25.
Zurück zum Zitat Puttonen, J., Puupponen, H.-H., Aho, K., Henttonen, T., & Moisio, M. (2010). Impact of control channel limitations on the LTE VoIP capacity. In 2010 Ninth international conference on networks (ICN), pp. 77–82. doi:10.1109/ICN.2010.21 Puttonen, J., Puupponen, H.-H., Aho, K., Henttonen, T., & Moisio, M. (2010). Impact of control channel limitations on the LTE VoIP capacity. In 2010 Ninth international conference on networks (ICN), pp. 77–82. doi:10.​1109/​ICN.​2010.​21
26.
Zurück zum Zitat Sawaragi, Y., Hirotaka, I., & Tanino, T. (1985). Theory of multiobjective optimization (1st ed.). New York: Academic Press.MATH Sawaragi, Y., Hirotaka, I., & Tanino, T. (1985). Theory of multiobjective optimization (1st ed.). New York: Academic Press.MATH
27.
Zurück zum Zitat Sesia, S., Toufik, I., & Baker, M. (2011). The UMTS long term evolution: From theory to practice (2nd ed.). New York: Wiley.CrossRef Sesia, S., Toufik, I., & Baker, M. (2011). The UMTS long term evolution: From theory to practice (2nd ed.). New York: Wiley.CrossRef
28.
Zurück zum Zitat Solovay, R. M. (1970). A model of set-theory in which every set of reals is Lebesgue measurable. The Annals of Mathematics, 92(1), 1–56.MathSciNetCrossRefMATH Solovay, R. M. (1970). A model of set-theory in which every set of reals is Lebesgue measurable. The Annals of Mathematics, 92(1), 1–56.MathSciNetCrossRefMATH
29.
Zurück zum Zitat Verdone, R., Buehler, H., Cardona, N., Munna, A., Patelli, R., Ruiz, S., ..., Geerdes, H. (2004). MORANS white paper—Update. Tech. Rep. available as TD(04)062, COST 273, Athens (Greece). Verdone, R., Buehler, H., Cardona, N., Munna, A., Patelli, R., Ruiz, S., ..., Geerdes, H. (2004). MORANS white paper—Update. Tech. Rep. available as TD(04)062, COST 273, Athens (Greece).
31.
Zurück zum Zitat Yan, Y., Li, A., Harada, A., & Kayama, H. (2011). Enhanced downlink control channel resource allocation algorithm for cross-carrier scheduling in LTE-advanced carrier aggregation system. In 2011 IEEE 73rd vehicular Technology Conference (VTC Spring), pp. 1–5. doi:10.1109/VETECS.2011.5956151. Yan, Y., Li, A., Harada, A., & Kayama, H. (2011). Enhanced downlink control channel resource allocation algorithm for cross-carrier scheduling in LTE-advanced carrier aggregation system. In 2011 IEEE 73rd vehicular Technology Conference (VTC Spring), pp. 1–5. doi:10.​1109/​VETECS.​2011.​5956151.
32.
Zurück zum Zitat Yang, Q., & Ding, S. (2007). Novel algorithm to calculate hypervolume indicator of Pareto approximation set. Advanced Intelligent Computing Theories and Applications, 2, 235–244. doi:10.1007/978-3-540-74282-1_27. Yang, Q., & Ding, S. (2007). Novel algorithm to calculate hypervolume indicator of Pareto approximation set. Advanced Intelligent Computing Theories and Applications, 2, 235–244. doi:10.​1007/​978-3-540-74282-1_​27.
33.
Zurück zum Zitat Yi, W., Hua, Z., & Jianming, W. (2012). The search space design for enhanced downlink control channel in LTE-advanced system. In 2012 8th International wireless communications and mobile computing conference (IWCMC), pp. 322–326. doi:10.1109/IWCMC.2012.6314224. Yi, W., Hua, Z., & Jianming, W. (2012). The search space design for enhanced downlink control channel in LTE-advanced system. In 2012 8th International wireless communications and mobile computing conference (IWCMC), pp. 322–326. doi:10.​1109/​IWCMC.​2012.​6314224.
34.
Zurück zum Zitat Zhu, Y., Li, A., & Harada, A. (2012). Novel method to improve control channel reliability in LTE-advanced heterogeneous network. In 2012 IEEE vehicular technology conference (VTC Fall), pp. 1–5 (2012). doi:10.1109/VTCFall.6399318 Zhu, Y., Li, A., & Harada, A. (2012). Novel method to improve control channel reliability in LTE-advanced heterogeneous network. In 2012 IEEE vehicular technology conference (VTC Fall), pp. 1–5 (2012). doi:10.​1109/​VTCFall.​6399318
35.
Zurück zum Zitat Zitzler, E., & Thiele, L. (1998). Multiobjective optimization using evolutionary algorithms—A comparative case study. In Parallel problem solving from nature V. Springer, pp. 292–301. Zitzler, E., & Thiele, L. (1998). Multiobjective optimization using evolutionary algorithms—A comparative case study. In Parallel problem solving from nature V. Springer, pp. 292–301.
Metadaten
Titel
Intercell Interference Coordination for Control Channels in LTE and LTE-A: An Optimization Scheme Based on Evolutionary Algorithms
verfasst von
David González G.
Mario García-Lozano
Silvia Ruiz Boqué
Publikationsdatum
18.12.2014
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 3/2017
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-014-2222-0

Weitere Artikel der Ausgabe 3/2017

Wireless Personal Communications 3/2017 Zur Ausgabe

Neuer Inhalt