Delay constrained throughput analysis of a correlated MIMO wireless channel

Kashif Mahmood, Mikko Vehkaperä, Yuming Jiang

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

6 Citations (Scopus)

Abstract

The maximum traffic arrival rate at the network for a given delay guarantee (delay constrained throughput) has been well studied for wired channels. However, few results are available for wireless channels, especially when multiple antennas are employed at the transmitter and receiver. In this work, we analyze the network delay constrained throughput of a multiple input multiple output (MIMO) wireless channel with time-varying spatial correlation. The MIMO channel is modeled via its virtual representation, where the individual spatial paths between the antenna pairs are Gilbert-Elliot channels. The whole system is then described by a K-State Markov chain, where K depends upon the degree of freedom (DOF) of the channel. We prove that the DOF based modeling is indeed accurate. Furthermore, we study the impact of the delay requirements at the network layer, violation probability and the number of antennas on the throughput under different fading speeds and signal strength.

Original languageEnglish
Title of host publication2011 Proceedings of 20th International Conference on Computer Communications and Networks, ICCCN 2011
PublisherIEEE Institute of Electrical and Electronic Engineers
Number of pages7
ISBN (Electronic)978-1-4577-0638-7, 978-1-4577-0636-3
ISBN (Print)978-1-4577-0637-0
DOIs
Publication statusPublished - 26 Sep 2011
MoE publication typeA4 Article in a conference publication
Event2011 20th International Conference on Computer Communications and Networks, ICCCN 2011 - Maui, HI, United States
Duration: 31 Jul 20114 Aug 2011

Publication series

SeriesInternational Conference on Computer Communications and Networks. Proceedings
ISSN1095-2055

Conference

Conference2011 20th International Conference on Computer Communications and Networks, ICCCN 2011
CountryUnited States
CityMaui, HI
Period31/07/114/08/11

Fingerprint

Throughput
Antennas
Network layers
Telecommunication traffic
Markov processes
Transmitters

Keywords

  • correlated multiple-input-multiple-output (MIMO)
  • Delay constrained throughput
  • Markov modeling
  • moment generating function (MGF)
  • stochastic network calculus

Cite this

Mahmood, K., Vehkaperä, M., & Jiang, Y. (2011). Delay constrained throughput analysis of a correlated MIMO wireless channel. In 2011 Proceedings of 20th International Conference on Computer Communications and Networks, ICCCN 2011 [6005936] IEEE Institute of Electrical and Electronic Engineers . International Conference on Computer Communications and Networks. Proceedings https://doi.org/10.1109/ICCCN.2011.6005936
Mahmood, Kashif ; Vehkaperä, Mikko ; Jiang, Yuming. / Delay constrained throughput analysis of a correlated MIMO wireless channel. 2011 Proceedings of 20th International Conference on Computer Communications and Networks, ICCCN 2011. IEEE Institute of Electrical and Electronic Engineers , 2011. (International Conference on Computer Communications and Networks. Proceedings).
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Mahmood, K, Vehkaperä, M & Jiang, Y 2011, Delay constrained throughput analysis of a correlated MIMO wireless channel. in 2011 Proceedings of 20th International Conference on Computer Communications and Networks, ICCCN 2011., 6005936, IEEE Institute of Electrical and Electronic Engineers , International Conference on Computer Communications and Networks. Proceedings, 2011 20th International Conference on Computer Communications and Networks, ICCCN 2011, Maui, HI, United States, 31/07/11. https://doi.org/10.1109/ICCCN.2011.6005936

Delay constrained throughput analysis of a correlated MIMO wireless channel. / Mahmood, Kashif; Vehkaperä, Mikko; Jiang, Yuming.

2011 Proceedings of 20th International Conference on Computer Communications and Networks, ICCCN 2011. IEEE Institute of Electrical and Electronic Engineers , 2011. 6005936 (International Conference on Computer Communications and Networks. Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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Mahmood K, Vehkaperä M, Jiang Y. Delay constrained throughput analysis of a correlated MIMO wireless channel. In 2011 Proceedings of 20th International Conference on Computer Communications and Networks, ICCCN 2011. IEEE Institute of Electrical and Electronic Engineers . 2011. 6005936. (International Conference on Computer Communications and Networks. Proceedings). https://doi.org/10.1109/ICCCN.2011.6005936