Skip to main content
Top
Published in: Wireless Personal Communications 3/2014

01-08-2014

Cross-Layer Design of 2D Queuing Model for Multi-hop Wireless Networks

Authors: Yuning Dong, Panpan Du

Published in: Wireless Personal Communications | Issue 3/2014

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Based on cross-layer design, a modified 2-dimensional queuing model (2DQM) is proposed in this paper to tackle the problem of end-to-end quality of service (QoS) metric calculation. This model exploits the traffic arrival process, multi-rate transmission in the physical layer and error recovery technology with the protocol of truncated automatic repeat request in the data link layer. Based on this model, QoS metrics of wireless links can be evaluated hop by hop. The model can be used in more realistic scenarios of multi-hop wireless networks, although the computational complexity of 2DQM is slightly higher compared with existing 1-dimensional queuing model. Simulation results indicate that the proposed model can estimate the end-to-end packet loss-rate and average delay more accurately than existing models, and a model based QoS routing algorithm can find routes with better QoS performance (with lower end-to-end packet loss-rate and delay).

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Appendix
Available only for authorised users
Literature
1.
go back to reference Rutagemwa, H., Willink, T. J., & Li, L. (2010). Modeling and performance analysis of multihop cooperative wireless networks. IEEE Transactions on Vehicular Technology, 59(6), 3057–3069.CrossRef Rutagemwa, H., Willink, T. J., & Li, L. (2010). Modeling and performance analysis of multihop cooperative wireless networks. IEEE Transactions on Vehicular Technology, 59(6), 3057–3069.CrossRef
3.
go back to reference Gomez, G., Gonzalez, J. P., Aguayo-Torres, M. C., & Munoz, J. T. E. (2010). QoS modeling for end-to-end performance evaluation over networks with wireless access. EURASIP Journal on Wireless Communications and Networking, doi:10.1155/2010/831707. Gomez, G., Gonzalez, J. P., Aguayo-Torres, M. C., & Munoz, J. T. E. (2010). QoS modeling for end-to-end performance evaluation over networks with wireless access. EURASIP Journal on Wireless Communications and Networking, doi:10.​1155/​2010/​831707.
4.
go back to reference Wang, Y., Vuran, M. C., & Goddard, S. (2012). Cross-layer analysis of the end-to-end delay distribution in wireless sensor networks. IEEE/ACM Transactions on Networking, 20(1), 305–318.CrossRef Wang, Y., Vuran, M. C., & Goddard, S. (2012). Cross-layer analysis of the end-to-end delay distribution in wireless sensor networks. IEEE/ACM Transactions on Networking, 20(1), 305–318.CrossRef
5.
go back to reference Liu, T., & Liao, W. (2009). Interference-aware QoS routing for multi-rate multi-radio multi-channel IEEE 802.11 wireless mesh networks. IEEE Transactions on Wireless Communications, 8(1), 166–175.CrossRef Liu, T., & Liao, W. (2009). Interference-aware QoS routing for multi-rate multi-radio multi-channel IEEE 802.11 wireless mesh networks. IEEE Transactions on Wireless Communications, 8(1), 166–175.CrossRef
6.
go back to reference Namanya, A. P., & Pagna-Disso, J. (2013). Performance modelling and analysis of the delay aware routing metric in Cognitive Radio Ad Hoc networks. In Proceedings of 6th joint IFIP wireless and mobile networking conference (WMNC 2013). Dubai, United Arab Emirates. April 23–25, 2013. Namanya, A. P., & Pagna-Disso, J. (2013). Performance modelling and analysis of the delay aware routing metric in Cognitive Radio Ad Hoc networks. In Proceedings of 6th joint IFIP wireless and mobile networking conference (WMNC 2013). Dubai, United Arab Emirates. April 23–25, 2013.
7.
go back to reference Arockiam, L., & Newton, P. C. (2012). Mathematical modeling and simulation study of delay-sensitive algorithm to enhance quality of service in mobile networks. International Journal of Future Generation Communication and Networking, 5(3), 31–42. Arockiam, L., & Newton, P. C. (2012). Mathematical modeling and simulation study of delay-sensitive algorithm to enhance quality of service in mobile networks. International Journal of Future Generation Communication and Networking, 5(3), 31–42.
8.
go back to reference Le, L., & Hossain, E. (2008). Tandem queue models with applications to Qos routing in multihop wireless networks. IEEE Transactions on Mobile Computing, 7(8), 1025–1040.CrossRef Le, L., & Hossain, E. (2008). Tandem queue models with applications to Qos routing in multihop wireless networks. IEEE Transactions on Mobile Computing, 7(8), 1025–1040.CrossRef
9.
go back to reference Ramis, J., & Femenias, G. (2013). Cross-layer QoS-constrained optimization of adaptive multi-rate wireless systems using infrastructure-based cooperative ARQ. IEEE Transactions on Wireless Communications, 12(5), 2424–2435.CrossRef Ramis, J., & Femenias, G. (2013). Cross-layer QoS-constrained optimization of adaptive multi-rate wireless systems using infrastructure-based cooperative ARQ. IEEE Transactions on Wireless Communications, 12(5), 2424–2435.CrossRef
10.
go back to reference McAuley, A., & Kant, L., Sinkar, K., et al. (2012). Understanding the delay and loss tradeoffs in large wireless military networks using queuing analysis and MAC models. In Proceedings of the IEEE Military Communications Conference (MILCOM 2012). Orlando, FL, United states. November 1–1, 2012. McAuley, A., & Kant, L., Sinkar, K., et al. (2012). Understanding the delay and loss tradeoffs in large wireless military networks using queuing analysis and MAC models. In Proceedings of the IEEE Military Communications Conference (MILCOM 2012). Orlando, FL, United states. November 1–1, 2012.
11.
go back to reference Liu, Q., Shengli Zhou, S., & Giannakis, G. B. (2005). Queuing with adaptive modulation and coding over wireless links: Cross-layer analysis and design. IEEE Transactions on Wireless Communications, 4(3), 1142–1153. Liu, Q., Shengli Zhou, S., & Giannakis, G. B. (2005). Queuing with adaptive modulation and coding over wireless links: Cross-layer analysis and design. IEEE Transactions on Wireless Communications, 4(3), 1142–1153.
12.
go back to reference Liu, Q., Shengli Zhou, S., & Giannakis, G. B. (2004). Cross-layer combining of adaptive modulation and coding with truncated ARQ over wireless links. IEEE Transactions on Wireless Communications, 3(5), 1746–1755. Liu, Q., Shengli Zhou, S., & Giannakis, G. B. (2004). Cross-layer combining of adaptive modulation and coding with truncated ARQ over wireless links. IEEE Transactions on Wireless Communications, 3(5), 1746–1755.
13.
go back to reference Guillem, F., Janume, R., & Loren, C. (2009). Using two-dimensional Markov models and the effective-capacity approach for cross-layer design in AMC/ARQ-based wireless networks. IEEE Transactions on Vehicular Technology, 58(8), 4192–4203. Guillem, F., Janume, R., & Loren, C. (2009). Using two-dimensional Markov models and the effective-capacity approach for cross-layer design in AMC/ARQ-based wireless networks. IEEE Transactions on Vehicular Technology, 58(8), 4192–4203.
14.
go back to reference Zheng, K., Wang, Y., Lei, L., & Wang, W. (2010). Cross-layer queuing analysis on multihop relaying networks with adaptive modulation and coding. IET Communications, 4(3), 295–302.CrossRef Zheng, K., Wang, Y., Lei, L., & Wang, W. (2010). Cross-layer queuing analysis on multihop relaying networks with adaptive modulation and coding. IET Communications, 4(3), 295–302.CrossRef
15.
go back to reference Ahmad, S. J., Reddy, V. S. K., Damodaram, A., et al. (2012). Efficient path estimation routing protocol for QoS in long distance MANETs. In International conference on intelligent systems design and applications (ISDA 2012) (pp. 178–183). Kochi, India. November 27–29, 2012. Ahmad, S. J., Reddy, V. S. K., Damodaram, A., et al. (2012). Efficient path estimation routing protocol for QoS in long distance MANETs. In International conference on intelligent systems design and applications (ISDA 2012) (pp. 178–183). Kochi, India. November 27–29, 2012.
16.
go back to reference Alwan, H., & Agarwal, A. (2013). Multi-objective QoS routing for wireless sensor networks. In International conference on computing, networking and communications (ICNC 2013) (pp. 1074–1079). San Diego, CA, United States, January 28–31 2013. Alwan, H., & Agarwal, A. (2013). Multi-objective QoS routing for wireless sensor networks. In International conference on computing, networking and communications (ICNC 2013) (pp. 1074–1079). San Diego, CA, United States, January 28–31 2013.
18.
go back to reference Wang, W., Liu, X., & Krishnaswamy, D. (2009). Robust routing and scheduling in wireless mesh networks under dynamic traffic conditions. IEEE Transactions on Mobile Computing, 8(6), 1705–1717.CrossRef Wang, W., Liu, X., & Krishnaswamy, D. (2009). Robust routing and scheduling in wireless mesh networks under dynamic traffic conditions. IEEE Transactions on Mobile Computing, 8(6), 1705–1717.CrossRef
19.
go back to reference Feng, W., Liu, J., Cao, J., et al. (2013). Interference-aware cooperative QoS routing in multi-hop wireless networks. Computers and Electrical Engineering, 39(6), 1650–1666.CrossRef Feng, W., Liu, J., Cao, J., et al. (2013). Interference-aware cooperative QoS routing in multi-hop wireless networks. Computers and Electrical Engineering, 39(6), 1650–1666.CrossRef
20.
go back to reference Narayan, D. G., Nivedita, R., & Kiran, S., et al. (2012). Congestion adaptive multipath routing protocol for multi-radio Wireless Mesh Networks. In International conference on radar, communication and computing (ICRCC 2012) (pp. 72–76). Tiruvannamalai, Tamilnadu, India, December 21–22 2012. Narayan, D. G., Nivedita, R., & Kiran, S., et al. (2012). Congestion adaptive multipath routing protocol for multi-radio Wireless Mesh Networks. In International conference on radar, communication and computing (ICRCC 2012) (pp. 72–76). Tiruvannamalai, Tamilnadu, India, December 21–22 2012.
21.
go back to reference Xu, Y., Deng, J. D., & Nowostawski, M. (2013). Quality of service for video streaming over multi-hop wireless networks: Admission control approach based on analytical capacity estimation. In Proceedings of the 2013 IEEE 8th international conference on intelligent sensors, sensor networks and information processing: Sensing the future (ISSNIP 2013) (pp. 345–350). Melbourne, VIC, Australia, April 2–5, 2013. Xu, Y., Deng, J. D., & Nowostawski, M. (2013). Quality of service for video streaming over multi-hop wireless networks: Admission control approach based on analytical capacity estimation. In Proceedings of the 2013 IEEE 8th international conference on intelligent sensors, sensor networks and information processing: Sensing the future (ISSNIP 2013) (pp. 345–350). Melbourne, VIC, Australia, April 2–5, 2013.
22.
go back to reference Nishioka, J., & Yagyu, T. (2012). Availability constrained traffic control for AMC-enabled wireless mobile backhaul networks. In 2012 World Telecommunications Congress (WTC 2012). Miyazaki, Japan, March 5–6, 2012. Nishioka, J., & Yagyu, T. (2012). Availability constrained traffic control for AMC-enabled wireless mobile backhaul networks. In 2012 World Telecommunications Congress (WTC 2012). Miyazaki, Japan, March 5–6, 2012.
23.
go back to reference Petreska, N. (2013). Towards new routing solutions for wireless industrial networks. In IEEE 14th international symposium on a world of wireless, mobile and multimedia networks (WoWMoM 2013). Madrid, Spain, June 4–7 2013. Petreska, N. (2013). Towards new routing solutions for wireless industrial networks. In IEEE 14th international symposium on a world of wireless, mobile and multimedia networks (WoWMoM 2013). Madrid, Spain, June 4–7 2013.
24.
go back to reference Baromand, S., Nekouie, M. A., & Navaie, K. (2012). A decentralized control strategy for joint resource allocation and routing in node-based wireless data networks. In International congress on ultra modern telecommunications and control systems and workshops (ICUMT 2012) (pp. 71–75). St. Petersburg, Russia, October 3–5, 2012. Baromand, S., Nekouie, M. A., & Navaie, K. (2012). A decentralized control strategy for joint resource allocation and routing in node-based wireless data networks. In International congress on ultra modern telecommunications and control systems and workshops (ICUMT 2012) (pp. 71–75). St. Petersburg, Russia, October 3–5, 2012.
25.
go back to reference Li, B., & Kim, K. I. (2012). A novel routing protocol for (m, k)-firm-based real-time streams in wireless sensor networks. In IEEE wireless communications and networking conference (WCNC 2012) (pp. 1715–1719). Paris, France, April 1–4 2012. Li, B., & Kim, K. I. (2012). A novel routing protocol for (m, k)-firm-based real-time streams in wireless sensor networks. In IEEE wireless communications and networking conference (WCNC 2012) (pp. 1715–1719). Paris, France, April 1–4 2012.
27.
go back to reference Fall, K., & Varadhan, K. (2005). The NS manual (formerly NS Notes and Documentation). The VINT project, 47. Fall, K., & Varadhan, K. (2005). The NS manual (formerly NS Notes and Documentation). The VINT project, 47.
28.
go back to reference Razavilar, J., Liu, K. J. R., & Marcus, S. I. (2002). Jointly optimized bit-rate/delay control policy for wireless packet networks with fading channels. IEEE Transactions on Communications, 50(3), 484–494.CrossRef Razavilar, J., Liu, K. J. R., & Marcus, S. I. (2002). Jointly optimized bit-rate/delay control policy for wireless packet networks with fading channels. IEEE Transactions on Communications, 50(3), 484–494.CrossRef
29.
go back to reference Yacoub, M. D., & Bautista, J. E. V. (1999). On higher order statistics of the Nakagami-m distribution. IEEE Transactions on Vehicular Technology, 48(3), 790–794.CrossRef Yacoub, M. D., & Bautista, J. E. V. (1999). On higher order statistics of the Nakagami-m distribution. IEEE Transactions on Vehicular Technology, 48(3), 790–794.CrossRef
Metadata
Title
Cross-Layer Design of 2D Queuing Model for Multi-hop Wireless Networks
Authors
Yuning Dong
Panpan Du
Publication date
01-08-2014
Publisher
Springer US
Published in
Wireless Personal Communications / Issue 3/2014
Print ISSN: 0929-6212
Electronic ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-014-1610-9

Other articles of this Issue 3/2014

Wireless Personal Communications 3/2014 Go to the issue