Skip to main content
Erschienen in: Wireless Personal Communications 3/2023

31.05.2023

Irregular SCMA Codebook Design Approaches

verfasst von: K. Madhura, M. S. S. Rukmini, Rajeshree Raut

Erschienen in: Wireless Personal Communications | Ausgabe 3/2023

Einloggen

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

search-config
loading …

Abstract

The recent scenario for 5G communication demands major rise in user connectivity. To address this issue 5G communication makes use of sparse code multiple access (SCMA) techniques with multi-user-detection. SCMA employs codebook design techniques to enhance the performance parameters which in turn improve the multi user detection. Due to dynamic requirements of the users in 5G a modified version of SCMA: Irregular SCMA is proposed serve dynamic business requirements of the users. This method enforces codebook design with non-uniform degree distribution for the factor matrix. The degree distribution is a matrix that explains the interconnectivity between the users and the resources. To satisfy the performance requirements of a communication system, Irregular SCMA: with non-uniform degree distribution proves to be an optimal solution. The number of codebooks assigned to each user is also non-uniform. For better spreading gain with multi-user connectivity the number of non-zero elements can be increased, whereas for improved connectivity, in case of small packets the number of non-zero elements in the factor matrix is decreased. This article aims at explaining different methods used to design the codebook for Irregular SCMA with its decoding techniques. Considering these methods, an optimal codebook design of irregular SCMA is proposed in this article that yields a better symbol error rate for higher values of SNR.

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 Chen, Y., & Chen, J. (2020). On the design of near-optimal sparse code multiple access codebooks. IEEE Transactions on Communications, 68(5), 2950–2962.CrossRef Chen, Y., & Chen, J. (2020). On the design of near-optimal sparse code multiple access codebooks. IEEE Transactions on Communications, 68(5), 2950–2962.CrossRef
2.
Zurück zum Zitat Jaber, S., Chen, W., Wang, K., & Wu, Q. (2020). SCMA spectral and energy efficiency with QoS. In GLOBECOM 2020-2020 IEEE Global Communications Conference, Taipei, Taiwan (pp. 1–6). Jaber, S., Chen, W., Wang, K., & Wu, Q. (2020). SCMA spectral and energy efficiency with QoS. In GLOBECOM 2020-2020 IEEE Global Communications Conference, Taipei, Taiwan (pp. 1–6).
3.
Zurück zum Zitat Wang, Q., & Ren, G. (2020). A partial Gaussian tree approximation (PGTA) detector for random multiple access oriented SCMA uplink with codebook collisions. IEEE Transactions on Wireless Communications, 20(4), 2295–2308.CrossRef Wang, Q., & Ren, G. (2020). A partial Gaussian tree approximation (PGTA) detector for random multiple access oriented SCMA uplink with codebook collisions. IEEE Transactions on Wireless Communications, 20(4), 2295–2308.CrossRef
4.
Zurück zum Zitat Nikopour, H. et al. (2014). SCMA for downlink multiple access of 5G wireless networks. In proceedings of the IEEE global communications conference (GLOBECOM), Austin, TX, USA (pp. 3940–3945). Nikopour, H. et al. (2014). SCMA for downlink multiple access of 5G wireless networks. In proceedings of the IEEE global communications conference (GLOBECOM), Austin, TX, USA (pp. 3940–3945).
5.
Zurück zum Zitat Zhao, M., Zhou, S., Zhou, W., & Zhu, J. (2017). An improved uplink sparse coded multiple access. IEEE Communications Letters, 21(1), 176–179.CrossRef Zhao, M., Zhou, S., Zhou, W., & Zhu, J. (2017). An improved uplink sparse coded multiple access. IEEE Communications Letters, 21(1), 176–179.CrossRef
6.
Zurück zum Zitat Zhang, S. et al. (2015). Design and analysis of irregular sparse code multiple access. In 2015 International Conference on Wireless Communications & Signal Processing (WCSP). IEEE. Zhang, S. et al. (2015). Design and analysis of irregular sparse code multiple access. In 2015 International Conference on Wireless Communications & Signal Processing (WCSP). IEEE.
7.
Zurück zum Zitat Richardson, T. J., Shokrollahi, M. A., & Urbanke, R. L. (2001). Design of capacity-approaching irregular low-density parity-check codes. IEEE transactions on information theory, 47(2), 619–637.MathSciNetCrossRefMATH Richardson, T. J., Shokrollahi, M. A., & Urbanke, R. L. (2001). Design of capacity-approaching irregular low-density parity-check codes. IEEE transactions on information theory, 47(2), 619–637.MathSciNetCrossRefMATH
9.
Zurück zum Zitat Zhang, S., Xiao, B., Xiao, K., Chen, Z., & Xia, B. (2015). Design and analysis of irregular sparse code multiple access. In Proceedings of the IEEE International Conference on Wireless Communications and Signal Processing (WCSP), Nanjing China (pp. 1–5). Zhang, S., Xiao, B., Xiao, K., Chen, Z., & Xia, B. (2015). Design and analysis of irregular sparse code multiple access. In Proceedings of the IEEE International Conference on Wireless Communications and Signal Processing (WCSP), Nanjing China (pp. 1–5).
12.
Zurück zum Zitat Yu, L. et al. (2016). An optimized design of irregular SCMA codebook based on rotated angles and EXIT chart. In 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall). IEEE. Yu, L. et al. (2016). An optimized design of irregular SCMA codebook based on rotated angles and EXIT chart. In 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall). IEEE.
13.
Zurück zum Zitat Hidayat, I. et al. (2018). Doubly irregular sparse code multiple access with EXIT analysis. In 2018 International Conference on Signals and Systems (ICSigSys). IEEE. Hidayat, I. et al. (2018). Doubly irregular sparse code multiple access with EXIT analysis. In 2018 International Conference on Signals and Systems (ICSigSys). IEEE.
14.
Zurück zum Zitat Rebhi, M. et al. (2020). An adaptive uplink SCMA scheme based on channel state information. In Future Networks (5G and beyond) Workshop. Rebhi, M. et al. (2020). An adaptive uplink SCMA scheme based on channel state information. In Future Networks (5G and beyond) Workshop.
15.
16.
Zurück zum Zitat Chen, Z., Zhao, H., & Hou, L. (2022). Sparse factor graph-based expanded iterative detection and decoding scheme for uplink polar coded SCMA system. In 2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), Bilbao, Spain (pp. 1–6). doi: https://doi.org/10.1109/BMSB55706.2022.9828762 Chen, Z., Zhao, H., & Hou, L. (2022). Sparse factor graph-based expanded iterative detection and decoding scheme for uplink polar coded SCMA system. In 2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB), Bilbao, Spain (pp. 1–6). doi: https://​doi.​org/​10.​1109/​BMSB55706.​2022.​9828762
17.
Zurück zum Zitat Madhow, U. (2008). Fundamentals of digital communication. Cambridge University Press.CrossRefMATH Madhow, U. (2008). Fundamentals of digital communication. Cambridge University Press.CrossRefMATH
18.
Zurück zum Zitat Zhang, Y., Zhou, L., Zhang, S., Chen, C., Yuqing, Fu., & He, Y. (2021). Improved window decoding of spatially coupled LDPC codes. Advances in Wireless Communications and Applications, 190, 85.CrossRef Zhang, Y., Zhou, L., Zhang, S., Chen, C., Yuqing, Fu., & He, Y. (2021). Improved window decoding of spatially coupled LDPC codes. Advances in Wireless Communications and Applications, 190, 85.CrossRef
20.
Zurück zum Zitat Chen, Q., Yang, T. (2021). On linear physical-layer network coding with non-identical modulation. In 2021 IEEE Wireless Communications and Networking Conference (WCNC) (pp.1–7). Chen, Q., Yang, T. (2021). On linear physical-layer network coding with non-identical modulation. In 2021 IEEE Wireless Communications and Networking Conference (WCNC) (pp.1–7).
22.
Zurück zum Zitat Zhang, H., Niu, K., Xu, J., Dai, J., & Zhang, J. (2022). Iterative SIC-based multiuser detection for uplink heterogeneous NOMA system. In 2022 IEEE Globecom Workshops (GC Wkshps) (pp.94–99). Zhang, H., Niu, K., Xu, J., Dai, J., & Zhang, J. (2022). Iterative SIC-based multiuser detection for uplink heterogeneous NOMA system. In 2022 IEEE Globecom Workshops (GC Wkshps) (pp.94–99).
23.
Zurück zum Zitat Anwar, K. (2016). High-dense multiway relay networks exploiting direct links as side information. In 2016 IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, (pp. 1–6). Anwar, K. (2016). High-dense multiway relay networks exploiting direct links as side information. In 2016 IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, (pp. 1–6).
24.
Zurück zum Zitat Hidayat, I., Meylani, L., Kurniawan, A., Arifianto, M. S. & Anwar, K. (2021). Investigating mother constellation of SCMA systems having capability of multiuser detection. In 2021 IEEE Symposium On Future Telecommunication Technologies (SOFTT), Bandung, Indonesia (pp. 52–56). doi: https://doi.org/10.1109/SOFTT54252.2021.9673140 Hidayat, I., Meylani, L., Kurniawan, A., Arifianto, M. S. & Anwar, K. (2021). Investigating mother constellation of SCMA systems having capability of multiuser detection. In 2021 IEEE Symposium On Future Telecommunication Technologies (SOFTT), Bandung, Indonesia (pp. 52–56). doi: https://​doi.​org/​10.​1109/​SOFTT54252.​2021.​9673140
25.
Zurück zum Zitat Madhura, K., Rukmini, M. S. S., & Raut, R. (2021). Optimized SCMA codebook design using rotation based sub-divided constellation for overloaded system. (Pre-print). Madhura, K., Rukmini, M. S. S., & Raut, R. (2021). Optimized SCMA codebook design using rotation based sub-divided constellation for overloaded system. (Pre-print).
26.
Metadaten
Titel
Irregular SCMA Codebook Design Approaches
verfasst von
K. Madhura
M. S. S. Rukmini
Rajeshree Raut
Publikationsdatum
31.05.2023
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 3/2023
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-023-10530-0

Weitere Artikel der Ausgabe 3/2023

Wireless Personal Communications 3/2023 Zur Ausgabe

Neuer Inhalt