Skip to main content
Erschienen in: Wireless Personal Communications 2/2019

18.05.2019

Effective Scheduling Policies to Optimize Radio Resources between NR-gNodeB and Device to Device Systems in 5G

verfasst von: Naveena A. Priyadharsini, S. Tamil Selvi

Erschienen in: Wireless Personal Communications | Ausgabe 2/2019

Einloggen

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

search-config
loading …

Abstract

Technology behind every communication systems, especially commercial applications requires periodic modifications to satisfy the subscriber’s desires. A bulk of handheld radio access devices are emerging in the market every day. Since radio resources are limited and expensive, Device to device communication underlying New Radio (NR-gNodeB) access network is encouraged in fifth generation (5G) systems. But such system may be a catalyst for interference. At present, the research hotspot is to find ideal solution for resource allocation and interference management. This paper emphasis the requirements of 5G system and its physical layer design. Further the intention is to mitigate interference in such system so that functionalities of scheduling schemes such as Greedy, Round Robin and Proportional fair algorithms are analyzed for efficient resource allocation. The simulation results explore that, the coded generalized frequency division multiplexing (GFDM) system results in higher transmission rate. Also, coded GFDM with proportional fair scheduler results in high throughput and reduced latency with no compromise in its fairness. In summary, the proposed scheme could be a wise choice for reliable communication in smart cities.

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!

Literatur
1.
Zurück zum Zitat Gao, C., Tang, J., Sheng, X., Zhang, W., Zou, S., & Guizani, M. (2016). Enabling green wireless networking with device to device links: A joint optimization approach. IEEE Transactions on Wireless Communication, 15(4), 2770–2778.CrossRef Gao, C., Tang, J., Sheng, X., Zhang, W., Zou, S., & Guizani, M. (2016). Enabling green wireless networking with device to device links: A joint optimization approach. IEEE Transactions on Wireless Communication, 15(4), 2770–2778.CrossRef
2.
Zurück zum Zitat Mathew, K. S., & Rappaport, T. S. (2016). 3D millimeter wave statistical channel model for 5G wireless system design. IEEE Transactions on Microwave Theory and Techniques, 64(7), 2207–2225.CrossRef Mathew, K. S., & Rappaport, T. S. (2016). 3D millimeter wave statistical channel model for 5G wireless system design. IEEE Transactions on Microwave Theory and Techniques, 64(7), 2207–2225.CrossRef
3.
Zurück zum Zitat Thompson, J., Ge, X., & Wu, H. C. (2014). 5G Wireless communications systems: Prospects and challenges. IEEE Communication Magazine, 52(2), 62–64.CrossRef Thompson, J., Ge, X., & Wu, H. C. (2014). 5G Wireless communications systems: Prospects and challenges. IEEE Communication Magazine, 52(2), 62–64.CrossRef
4.
Zurück zum Zitat Mahmoud, A. M, Albreem. (2015). 5G Wireless communication systems: Vision and challenges. In IEEE international conference on computer, communication and control technology (I4CT 2015) (pp. 493–497). Mahmoud, A. M, Albreem. (2015). 5G Wireless communication systems: Vision and challenges. In IEEE international conference on computer, communication and control technology (I4CT 2015) (pp. 493–497).
5.
Zurück zum Zitat Tehrani, M. N., Uysal, M., & Yanikomeroglu, H. (2014). Device-to-device communication in 5G cellular networks: Challenges, solutions, and future directions. IEEE Communications Magazine, 52(5), 86–92.CrossRef Tehrani, M. N., Uysal, M., & Yanikomeroglu, H. (2014). Device-to-device communication in 5G cellular networks: Challenges, solutions, and future directions. IEEE Communications Magazine, 52(5), 86–92.CrossRef
6.
Zurück zum Zitat Panwar, N., Sharma, S., & Singh, A. K. (2016). A survey on 5G: The next generation of mobile communication. Elsevier Journal on Physical Communication, 18(2), 64–84.CrossRef Panwar, N., Sharma, S., & Singh, A. K. (2016). A survey on 5G: The next generation of mobile communication. Elsevier Journal on Physical Communication, 18(2), 64–84.CrossRef
7.
Zurück zum Zitat Tin-Yu, W., & Chang, T. (2016). Interference reduction by millimeter wave technology for 5G based green communications. IEEE Access, 4, 10228–10234.CrossRef Tin-Yu, W., & Chang, T. (2016). Interference reduction by millimeter wave technology for 5G based green communications. IEEE Access, 4, 10228–10234.CrossRef
8.
Zurück zum Zitat Hilario-Tacuri, A., & Tamo, A. (2018). BER performance of mm-Wave based systems in rainfall scenarios. In IEEE XXV international conference on electronics, electrical engineering and computing (INTERCON) (pp. 1–4). Hilario-Tacuri, A., & Tamo, A. (2018). BER performance of mm-Wave based systems in rainfall scenarios. In IEEE XXV international conference on electronics, electrical engineering and computing (INTERCON) (pp. 1–4).
9.
Zurück zum Zitat Farhang, A., Marchetti, N., & Linda, E. Doyle. (2016). Low-complexity modem design for GFDM. IEEE Transactions on Signal Processing, 64(6), 1507–1517.MathSciNetCrossRef Farhang, A., Marchetti, N., & Linda, E. Doyle. (2016). Low-complexity modem design for GFDM. IEEE Transactions on Signal Processing, 64(6), 1507–1517.MathSciNetCrossRef
10.
Zurück zum Zitat Hamiti, E., & Sallahu, F. (2015). Spectrum comparison between GFDM, OFDM and GFDM behavior in a noise and fading channel. International Journal of Electrical and computer Engineering Systems, 6(2), 39–43. Hamiti, E., & Sallahu, F. (2015). Spectrum comparison between GFDM, OFDM and GFDM behavior in a noise and fading channel. International Journal of Electrical and computer Engineering Systems, 6(2), 39–43.
11.
Zurück zum Zitat Fettweis, G. P., Krondorf, M., & Bittner, S. (2009). GFDM—Generalized frequency division multiplexing. In Proceedings IEEE vehicular technology conference (VTC Spring 2009) (pp. 1–4). Fettweis, G. P., Krondorf, M., & Bittner, S. (2009). GFDM—Generalized frequency division multiplexing. In Proceedings IEEE vehicular technology conference (VTC Spring 2009) (pp. 1–4).
12.
Zurück zum Zitat Kim, J., Karim, N. A., & Cho, S. (2017). An interference mitigation scheme of device-to-device communications for sensor networks underlying LTE-A. Journal on Sensors, 17(5), 1088–1105.CrossRef Kim, J., Karim, N. A., & Cho, S. (2017). An interference mitigation scheme of device-to-device communications for sensor networks underlying LTE-A. Journal on Sensors, 17(5), 1088–1105.CrossRef
13.
Zurück zum Zitat Liang, L., Li, G. Y., & Xu, W. (2017). Resource allocation for D2D-enabled vehicular communications. IEEE Transactions on Communications, 65(7), 3186–3197.CrossRef Liang, L., Li, G. Y., & Xu, W. (2017). Resource allocation for D2D-enabled vehicular communications. IEEE Transactions on Communications, 65(7), 3186–3197.CrossRef
14.
Zurück zum Zitat Michailow, N., Matthé, M., Gaspar, I. S., Caldevilla, A. N., Mendes, L. L., Festag, A., et al. (2014). Generalized frequency division multiplexing for 5th generation cellular networks. IEEE Transactions on Communications, 62(9), 3045–3061.CrossRef Michailow, N., Matthé, M., Gaspar, I. S., Caldevilla, A. N., Mendes, L. L., Festag, A., et al. (2014). Generalized frequency division multiplexing for 5th generation cellular networks. IEEE Transactions on Communications, 62(9), 3045–3061.CrossRef
15.
Zurück zum Zitat Bechira, N., Nasreddine, M., Mahmoud, A., Walid, H., & Sofien, M. (2014). Novel scheduling algorithm for 3GPP downlink LTE cellular network. Procedia Computer Science, 40, 116–122.CrossRef Bechira, N., Nasreddine, M., Mahmoud, A., Walid, H., & Sofien, M. (2014). Novel scheduling algorithm for 3GPP downlink LTE cellular network. Procedia Computer Science, 40, 116–122.CrossRef
16.
Zurück zum Zitat Musleh, S., Ismail, M., & Nordin, R. (2015). Effect of average-throughput window size on proportional fair scheduling for radio resources in LTE—a networks. Journal of Theoretical and Applied Information Technology, 80(1), 179. Musleh, S., Ismail, M., & Nordin, R. (2015). Effect of average-throughput window size on proportional fair scheduling for radio resources in LTE—a networks. Journal of Theoretical and Applied Information Technology, 80(1), 179.
17.
Zurück zum Zitat Nam, W., Bai, D., Lee, J., & Kang, I. (2014). Advanced interference management for 5G cellular networks. IEEE Communication Magazine, 52(5), 52–60.CrossRef Nam, W., Bai, D., Lee, J., & Kang, I. (2014). Advanced interference management for 5G cellular networks. IEEE Communication Magazine, 52(5), 52–60.CrossRef
18.
Zurück zum Zitat Barayan, Y., & Kostanic, I. (2013). Performance evaluation of proportional fairness scheduling in LTE. In Proceedings of the world congress on engineering and computer science (Vol. 2, pp 712–717). Barayan, Y., & Kostanic, I. (2013). Performance evaluation of proportional fairness scheduling in LTE. In Proceedings of the world congress on engineering and computer science (Vol. 2, pp 712–717).
19.
Zurück zum Zitat Gaspar, I., Michailow, N., Navarro, A., Ohlmer, E., Krone, S., & Fettweis, G. (2013). Low complexity GFDM receiver based on sparse frequency domain processing. In IEEE vehicular technology conference (VTC Spring 2013) Proceedings (pp. 1–6). Gaspar, I., Michailow, N., Navarro, A., Ohlmer, E., Krone, S., & Fettweis, G. (2013). Low complexity GFDM receiver based on sparse frequency domain processing. In IEEE vehicular technology conference (VTC Spring 2013) Proceedings (pp. 1–6).
20.
Zurück zum Zitat Wei, P., Xia, X. G., Xiao, Y., & Li, S. (2016). Fast DGT based receivers for GFDM in broad band channels. IEEE Transactions on Communications, 4(10), 4331–4345. Wei, P., Xia, X. G., Xiao, Y., & Li, S. (2016). Fast DGT based receivers for GFDM in broad band channels. IEEE Transactions on Communications, 4(10), 4331–4345.
21.
Zurück zum Zitat Bang, H. J., Ekman, T., & Gesbert, D. (2008). Channel predictive proportional fair scheduling. IEEE Transactions on Wireless Communications, 7(2), 482–487.CrossRef Bang, H. J., Ekman, T., & Gesbert, D. (2008). Channel predictive proportional fair scheduling. IEEE Transactions on Wireless Communications, 7(2), 482–487.CrossRef
22.
Zurück zum Zitat Mollanoori, M & Ghaderi, M. (2011). Fair and efficient scheduling in wireless networks with successive interference cancellation. In IEEE conference on wireless communication and networking (IEEE WCNC 2011 - MAC) (pp. 221–226). Mollanoori, M & Ghaderi, M. (2011). Fair and efficient scheduling in wireless networks with successive interference cancellation. In IEEE conference on wireless communication and networking (IEEE WCNC 2011 - MAC) (pp. 221–226).
23.
Zurück zum Zitat Salih, M., Gismalla, M., & Eltahir, I. K. (2015). Interference reduction between device to device (D2D) communication underlying cellular networks. International Journal of Scientific & Engineering Research, 6(11), 410–414. Salih, M., Gismalla, M., & Eltahir, I. K. (2015). Interference reduction between device to device (D2D) communication underlying cellular networks. International Journal of Scientific & Engineering Research, 6(11), 410–414.
25.
Zurück zum Zitat Wang, J., Huang, Y., Jin, S., Schober, R., You, X., & Zhao, C. (2018). Resource management for device-to-device communication: A physical layer security perspective. IEEE Journal on Selected Areas in Communications, 36(4), 946–960.CrossRef Wang, J., Huang, Y., Jin, S., Schober, R., You, X., & Zhao, C. (2018). Resource management for device-to-device communication: A physical layer security perspective. IEEE Journal on Selected Areas in Communications, 36(4), 946–960.CrossRef
26.
Zurück zum Zitat Chen, Y., Ai, B., Niu, Y., Guan, K., & Han, Z. (2018). Resource allocation for device-to-device communications underlaying heterogeneous cellular networks using coalitional games. IEEE Transactions on Wireless Communications, 17(6), 4163–4176.CrossRef Chen, Y., Ai, B., Niu, Y., Guan, K., & Han, Z. (2018). Resource allocation for device-to-device communications underlaying heterogeneous cellular networks using coalitional games. IEEE Transactions on Wireless Communications, 17(6), 4163–4176.CrossRef
27.
Zurück zum Zitat Huang, J., Xing, C.-C., Qian, Y., & Haas, Z. J. (2018). Resource Allocation for multicell device-to-device communications underlaying 5G networks: A game-theoretic mechanism with incomplete information. IEEE Transactions on Vehicular Technology, 67(3), 2557–2570.CrossRef Huang, J., Xing, C.-C., Qian, Y., & Haas, Z. J. (2018). Resource Allocation for multicell device-to-device communications underlaying 5G networks: A game-theoretic mechanism with incomplete information. IEEE Transactions on Vehicular Technology, 67(3), 2557–2570.CrossRef
28.
Zurück zum Zitat Zhong, J., Chen, G., Mao, J., Dang, S., & Xiao, P. (2018). Iterative frequency domain equalization for MIMO-GFDM systems. IEEE Access, 6, 19386–19395.CrossRef Zhong, J., Chen, G., Mao, J., Dang, S., & Xiao, P. (2018). Iterative frequency domain equalization for MIMO-GFDM systems. IEEE Access, 6, 19386–19395.CrossRef
29.
Zurück zum Zitat Mahmood, N. H., Pedersen, K. I., & Mogensen, P. (2017). Interference aware inter-cell rank coordination for 5G systems. IEEE Access, 5, 2339–2350.CrossRef Mahmood, N. H., Pedersen, K. I., & Mogensen, P. (2017). Interference aware inter-cell rank coordination for 5G systems. IEEE Access, 5, 2339–2350.CrossRef
31.
Zurück zum Zitat AlAmmouri, A., Andrews, J. G., & Baccelli, F. (2018). SINR and throughput of dense cellular networks with stretched exponential path loss. IEEE Transactions on Wireless Communications, 17(2), 1147–1160.CrossRef AlAmmouri, A., Andrews, J. G., & Baccelli, F. (2018). SINR and throughput of dense cellular networks with stretched exponential path loss. IEEE Transactions on Wireless Communications, 17(2), 1147–1160.CrossRef
32.
Zurück zum Zitat Khan, A. H., & Roy, K. C. (2013). Comparison of turbo codes and low density parity check codes. IOSR Journal of Electronics and Communication Engineering, 6(6), 11–18.CrossRef Khan, A. H., & Roy, K. C. (2013). Comparison of turbo codes and low density parity check codes. IOSR Journal of Electronics and Communication Engineering, 6(6), 11–18.CrossRef
33.
Zurück zum Zitat Guo, B., Sun, S., & Gao, Q. (2014). Interference management for D2D communications underlying cellular networks at cell edge. In International conference on wireless and mobile communications (ICWMC 2014) (pp. 118 – 123). Guo, B., Sun, S., & Gao, Q. (2014). Interference management for D2D communications underlying cellular networks at cell edge. In International conference on wireless and mobile communications (ICWMC 2014) (pp. 118 – 123).
34.
Zurück zum Zitat Zhang, D., Mendes, L. L., Mathe, M., Gaspar, I. S., Michailow, N., & Gerhard, P. F. (2016). Expectation propagation for near-optimum detection of MIMO-GFDM signals. IEEE Transactions on Wireless Communication, 15(2), 1045–1062.CrossRef Zhang, D., Mendes, L. L., Mathe, M., Gaspar, I. S., Michailow, N., & Gerhard, P. F. (2016). Expectation propagation for near-optimum detection of MIMO-GFDM signals. IEEE Transactions on Wireless Communication, 15(2), 1045–1062.CrossRef
35.
Zurück zum Zitat Zaki, F. W., Kishk, S., & Almofari, N. H. (2017). Distributed resource allocation for D2D communication networks using auction 2017. In 34th National radio science conference proceedings (2017) (pp. 284–293). Zaki, F. W., Kishk, S., & Almofari, N. H. (2017). Distributed resource allocation for D2D communication networks using auction 2017. In 34th National radio science conference proceedings (2017) (pp. 284–293).
36.
Zurück zum Zitat Frank, H. (2016). Interference mitigation for femto deployment in next generation mobile networks. In Proceedings of the international multi conference of engineers and computer scientists (IMECS 2016) (pp. 2). Frank, H. (2016). Interference mitigation for femto deployment in next generation mobile networks. In Proceedings of the international multi conference of engineers and computer scientists (IMECS 2016) (pp. 2).
37.
Zurück zum Zitat Zhang, H., Liao, Y., & Song, L. (2017). D2D-U: Device-to-device communications in unlicensed bands for 5G system. IEEE Transactions on Wireless Communications, 16(6), 3507–3519.CrossRef Zhang, H., Liao, Y., & Song, L. (2017). D2D-U: Device-to-device communications in unlicensed bands for 5G system. IEEE Transactions on Wireless Communications, 16(6), 3507–3519.CrossRef
38.
Zurück zum Zitat Matthe, M., Mendes, L. L., Michailow, N., Zhang, D., & Fettweis, G. (2015). Widely linear estimation for space-time-coded GFDM in low-latency applications. IEEE Transactions on Communications, 63(11), 4501–4509.CrossRef Matthe, M., Mendes, L. L., Michailow, N., Zhang, D., & Fettweis, G. (2015). Widely linear estimation for space-time-coded GFDM in low-latency applications. IEEE Transactions on Communications, 63(11), 4501–4509.CrossRef
39.
Zurück zum Zitat Shuo, Yu., Ejaz, W., Guan, L., & Anpalaga, A. (2017). Resource allocation schemes in D2D communications: Overview, classification, and challenges. SPRINGER Journal on Wireless Personal Communication, 96(1), 303–322.CrossRef Shuo, Yu., Ejaz, W., Guan, L., & Anpalaga, A. (2017). Resource allocation schemes in D2D communications: Overview, classification, and challenges. SPRINGER Journal on Wireless Personal Communication, 96(1), 303–322.CrossRef
40.
Zurück zum Zitat Diamantoulakis, P. D., Pappi, K. N., Ding, Z., & Karagiannidis, G. K. (2016). Wireless Powered Communications with Non-Orthogonal Multiple Access. IEEE Transactions on Wireless Communications, 15(12), 8422–8436.CrossRef Diamantoulakis, P. D., Pappi, K. N., Ding, Z., & Karagiannidis, G. K. (2016). Wireless Powered Communications with Non-Orthogonal Multiple Access. IEEE Transactions on Wireless Communications, 15(12), 8422–8436.CrossRef
Metadaten
Titel
Effective Scheduling Policies to Optimize Radio Resources between NR-gNodeB and Device to Device Systems in 5G
verfasst von
Naveena A. Priyadharsini
S. Tamil Selvi
Publikationsdatum
18.05.2019
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 2/2019
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-019-06604-7

Weitere Artikel der Ausgabe 2/2019

Wireless Personal Communications 2/2019 Zur Ausgabe

Neuer Inhalt