Skip to main content
Erschienen in: Wireless Personal Communications 2/2015

01.07.2015

Variable Forgetting Factor RLS Algorithm-Based Channel Estimator for MC-IDMA Communication Systems

verfasst von: Olutayo Oyeyemi Oyerinde, Stanley Henry Mneney

Erschienen in: Wireless Personal Communications | Ausgabe 2/2015

Einloggen

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

search-config
loading …

Abstract

There are different types of technologies that are in use for multi-user wireless communication systems. In this article, a relatively new multi-user scheme, Multi-Carrier Interleave Division Multiple Access (MC-IDMA) is considered. The scheme is an attractive multiuser technique that has generated a large interest in the research community. In this article the channel estimation area of the wireless communication system is investigated. A variable forgetting factor-recursive least mean square (VFF-RLS) algorithm is proposed for channel impulse response (CIR) estimation in the MC-IDMA systems. The performance of the proposed adaptive VFF-RLS based-time domain iterative channel estimator is validated in comparison with the LMS-based channel estimator and another channel estimation scheme employing both channel transfer function based on sequential linear minimum mean square error estimator and the adaptive prediction of the time domain CIR earlier proposed in literature. The simulation results indicate that the proposed VFF-RLS based-time domain iterative channel estimator outperforms its counterparts and it is a good compromise in terms of performance and computational complexity.

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 Chang, R. W. (1966). Synthesis of band-limited orthogonal signals for multichannel data. Bell System Technical Journal, 45, 1775–1797.CrossRef Chang, R. W. (1966). Synthesis of band-limited orthogonal signals for multichannel data. Bell System Technical Journal, 45, 1775–1797.CrossRef
2.
Zurück zum Zitat Saltzburg, B. R. (1967). Performance of an efficient parallel data transmission Systems. IEEE Transaction on Communication, 15, 805–811. Saltzburg, B. R. (1967). Performance of an efficient parallel data transmission Systems. IEEE Transaction on Communication, 15, 805–811.
3.
Zurück zum Zitat Atarashi, H., Abeta, S., & Sawahashi, M. (2001). Broadband packet wireless access appropriate for high-speed and high-capacity throughput. In Proceedings of IEEE VTC2001-Spring, Rhodes, Greece (pp. 566–570). Atarashi, H., Abeta, S., & Sawahashi, M. (2001). Broadband packet wireless access appropriate for high-speed and high-capacity throughput. In Proceedings of IEEE VTC2001-Spring, Rhodes, Greece (pp. 566–570).
4.
Zurück zum Zitat IEEE Standard 802.11a-1999, Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) specifications: High-speed Physical Layer in the 5 GHz Band. IEEE Standard 802.11a-1999, Part 11: Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) specifications: High-speed Physical Layer in the 5 GHz Band.
5.
Zurück zum Zitat Miyoshi, K., Matsumoto, A. & Uesugi, M. (2001). A study on time domain spreading for OFCDM (in Japanese). In IEICE Technical Report, RCS2001-179 (pp. 13–18). Miyoshi, K., Matsumoto, A. & Uesugi, M. (2001). A study on time domain spreading for OFCDM (in Japanese). In IEICE Technical Report, RCS2001-179 (pp. 13–18).
6.
Zurück zum Zitat Benesty, J., Rev, H., Vega, L. R., & Tressens, S. (2006). A nonparametric VSS NLMS algorithm. IEEE Signal Processing Letters, 13(10), 581–584.CrossRef Benesty, J., Rev, H., Vega, L. R., & Tressens, S. (2006). A nonparametric VSS NLMS algorithm. IEEE Signal Processing Letters, 13(10), 581–584.CrossRef
7.
Zurück zum Zitat Hara, Y., Kawabata, T., Duan, J., & Sekiguchi, T. (2002). MC-CDM system for packet communications using frequency scheduling (in Japanese). In IEICE Technical Report, RCS2002-129 (pp. 61–66). Hara, Y., Kawabata, T., Duan, J., & Sekiguchi, T. (2002). MC-CDM system for packet communications using frequency scheduling (in Japanese). In IEICE Technical Report, RCS2002-129 (pp. 61–66).
9.
Zurück zum Zitat Hara, S., & Prasad, R. (2003). Multicarrier techniques for 4G mobile communications. Norwood, MA: Artech House, Inc. Hara, S., & Prasad, R. (2003). Multicarrier techniques for 4G mobile communications. Norwood, MA: Artech House, Inc.
10.
Zurück zum Zitat Prasad, R. (2000). OFDM for wireless communications systems. Norwood, MA: Artech House, Inc. Prasad, R. (2000). OFDM for wireless communications systems. Norwood, MA: Artech House, Inc.
11.
Zurück zum Zitat Verdú, S., & Shamai, S. (1999). Spectral efficiency of CDMA with random spreading. IEEE Transactions on Information Theory, 45, 622–640.CrossRefMATH Verdú, S., & Shamai, S. (1999). Spectral efficiency of CDMA with random spreading. IEEE Transactions on Information Theory, 45, 622–640.CrossRefMATH
12.
Zurück zum Zitat Moshavi, S. (1996). Multi-user detection for DS-CDMA communications. IEEE Communications Magazine, 34, 124–136.CrossRef Moshavi, S. (1996). Multi-user detection for DS-CDMA communications. IEEE Communications Magazine, 34, 124–136.CrossRef
13.
Zurück zum Zitat Mahafeno, I., Langlais, C., & Jego, C. (2006). OFDM-IDMA versus IDMA with ISI cancellation for quasi-static rayleigh fading multipath channels. In Proceedings of 4th International Symposium. Turbo Codes & Related Topics, Munich, Germany (pp. 1–6). Mahafeno, I., Langlais, C., & Jego, C. (2006). OFDM-IDMA versus IDMA with ISI cancellation for quasi-static rayleigh fading multipath channels. In Proceedings of 4th International Symposium. Turbo Codes & Related Topics, Munich, Germany (pp. 1–6).
14.
Zurück zum Zitat Zhou, S., Li, Y., Zhao, M., Xu, X., Wang, J., & Yao, Y. (2005). Novel techniques to improve downlink multiple access capacity for B3G. IEEE Communications Magazine, 43, 61–69.CrossRef Zhou, S., Li, Y., Zhao, M., Xu, X., Wang, J., & Yao, Y. (2005). Novel techniques to improve downlink multiple access capacity for B3G. IEEE Communications Magazine, 43, 61–69.CrossRef
15.
Zurück zum Zitat Ping, L., Guo, Q., & Tong, J. (2007). The OFDM-IDMA approach to wireless Communication system. IEEE Wireless Communication, 14(3), 18–24.CrossRef Ping, L., Guo, Q., & Tong, J. (2007). The OFDM-IDMA approach to wireless Communication system. IEEE Wireless Communication, 14(3), 18–24.CrossRef
16.
Zurück zum Zitat Suyama, S., Zhang, L., Suzuki, H. & Fukawa, K. (2008). Performance of iterative multiuser detection with channel estimation for MC-IDMA and comparison with chip-interleaved MC-CDMA. In Proceedings of IEEE Global Communication Conference (pp. 1–5). Suyama, S., Zhang, L., Suzuki, H. & Fukawa, K. (2008). Performance of iterative multiuser detection with channel estimation for MC-IDMA and comparison with chip-interleaved MC-CDMA. In Proceedings of IEEE Global Communication Conference (pp. 1–5).
17.
Zurück zum Zitat Suyama, S., Suzuki, H., Fukawa, K., & Zhang, L. (2009). Iterative multiuser detection with soft decision-directed channel estimation for MC-IDMA and performance comparison with chip-interleaved MC-CDMA. IEICE Transactions on Communications, E92-B(5), 1495–1503.CrossRef Suyama, S., Suzuki, H., Fukawa, K., & Zhang, L. (2009). Iterative multiuser detection with soft decision-directed channel estimation for MC-IDMA and performance comparison with chip-interleaved MC-CDMA. IEICE Transactions on Communications, E92-B(5), 1495–1503.CrossRef
18.
Zurück zum Zitat Mukherjee, A. & Kwon, H. M. (2009). Multicarrier interleave-division multiple-access systems with adaptive pilot-based user interleavers. In Proceedings of IEEE Vehicular Technology Conference (VTC 2009 Fall) (pp. 1–5). Mukherjee, A. & Kwon, H. M. (2009). Multicarrier interleave-division multiple-access systems with adaptive pilot-based user interleavers. In Proceedings of IEEE Vehicular Technology Conference (VTC 2009 Fall) (pp. 1–5).
19.
Zurück zum Zitat Oyerinde, O. O. & Mneney, S. H. (2012). Combined channel estimation and adaptive prediction for MC-IDMA systems. In Proceedings of IEEE International Conference on Communications (ICC), Ottawa, Canada (pp. 3766–3770). Oyerinde, O. O. & Mneney, S. H. (2012). Combined channel estimation and adaptive prediction for MC-IDMA systems. In Proceedings of IEEE International Conference on Communications (ICC), Ottawa, Canada (pp. 3766–3770).
20.
Zurück zum Zitat Ping, L., Liu, L., Wu, K. Y. & Leung, W. K. (2002). A unified approach to multi-user detection and space-time coding with low complexity and nearly optimal performance. In Proceedings of 40th Allerton Conference, Allerton House, USA (pp. 170–179). Ping, L., Liu, L., Wu, K. Y. & Leung, W. K. (2002). A unified approach to multi-user detection and space-time coding with low complexity and nearly optimal performance. In Proceedings of 40th Allerton Conference, Allerton House, USA (pp. 170–179).
21.
Zurück zum Zitat Zhang, R., & Hanzo, L. (2008). Three design aspects of multicarrier interleave division multiple access. IEEE Transactions on Vehicular Technology, 57(6), 3607–3617.CrossRef Zhang, R., & Hanzo, L. (2008). Three design aspects of multicarrier interleave division multiple access. IEEE Transactions on Vehicular Technology, 57(6), 3607–3617.CrossRef
22.
Zurück zum Zitat Ylioinas, J., & Juntti, M. (2009). Iterative joint detection, decoding and channel estimation in turbo-coded MIMO-OFDM. IEEE Transactions on Vehicular Technology, 58(4), 1784–1796.CrossRef Ylioinas, J., & Juntti, M. (2009). Iterative joint detection, decoding and channel estimation in turbo-coded MIMO-OFDM. IEEE Transactions on Vehicular Technology, 58(4), 1784–1796.CrossRef
23.
Zurück zum Zitat Wang, L., Li, J. & Huang, K. (2012). Improved RLS Algorithm in use of MIMO-OFDM System. In Proceedings of 2012 International Conference on Measurement, Information and Control (MIC); Harbin, China (pp. 879–882) . Wang, L., Li, J. & Huang, K. (2012). Improved RLS Algorithm in use of MIMO-OFDM System. In Proceedings of 2012 International Conference on Measurement, Information and Control (MIC); Harbin, China (pp. 879–882) .
Metadaten
Titel
Variable Forgetting Factor RLS Algorithm-Based Channel Estimator for MC-IDMA Communication Systems
verfasst von
Olutayo Oyeyemi Oyerinde
Stanley Henry Mneney
Publikationsdatum
01.07.2015
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 2/2015
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-015-2456-5

Weitere Artikel der Ausgabe 2/2015

Wireless Personal Communications 2/2015 Zur Ausgabe

Neuer Inhalt