Skip to main content
Top
Published in: Wireless Networks 8/2019

06-09-2018

Cross-layer multipath routing scheme for wireless multimedia sensor network

Authors: Mohammed Abazeed, Norshiela faisal, Adel ali

Published in: Wireless Networks | Issue 8/2019

Log in

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

search-config
loading …

Abstract

Multimedia transmission in wireless multimedia sensor network requires restricted quality of services (QoS) conditions. Where the resource-constrained nature of wireless multimedia sensor network (WMSNs) adds more challenges. Such a situation demands a routing strategy that can ensure QoS transmission and exploit the resources efficiently. At present, the single-path routing techniques cannot guarantee the end to end QoS requirements of video transmission causing the video quality degradation. Besides, the traditional network layers stack is not suitable for dynamic wireless sensor network environment, where important information is required from nonadjacent layers to enhance the routing decision. This paper proposes the design of cross-layer multipath routing (CLMR) scheme in order to ensure QoS and minimize energy consumption. CLMR is designed to determine the suitable multipath and to send the multimedia packets according to their importance. The cross-layer design between application, network and physical layers is adapted to obtain optimal routing decision. The simulation results show that the CLMR has a significant improvement in performance as compared to other similar existing protocols, where the obtained average delay with high delivery is less than 150 ms, while the energy consumption is reduced, and the PSNR values for the tested clips are more than 30 db.

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

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 "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"

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 Charfi, Y., Wakamiya, N., & Murata, M. (2009). Challenging issues in visual sensor networks. Wireless Communications, IEEE, 16(2), 44–49.CrossRef Charfi, Y., Wakamiya, N., & Murata, M. (2009). Challenging issues in visual sensor networks. Wireless Communications, IEEE, 16(2), 44–49.CrossRef
2.
go back to reference Akyildiz, I. F., Melodia, T., & Chowdury, K. R. (2007). Wireless multimedia sensor networks: A survey. Wireless Communications, IEEE, 14(6), 32–39.CrossRef Akyildiz, I. F., Melodia, T., & Chowdury, K. R. (2007). Wireless multimedia sensor networks: A survey. Wireless Communications, IEEE, 14(6), 32–39.CrossRef
3.
go back to reference Waltenegus Dargie, C. P. (2010). Fundamentals of wireless sensor networks. In D. Y. P. Xuemin (Ed.), Wiley Series on Wireless Communications and Mobile Computing. United Kingdom: Wiley. Waltenegus Dargie, C. P. (2010). Fundamentals of wireless sensor networks. In D. Y. P. Xuemin (Ed.), Wiley Series on Wireless Communications and Mobile Computing. United Kingdom: Wiley.
4.
go back to reference Lou, W., Liu, W., & Zhang, Y. (2006). Performance optimization using multipath routing in mobile ad hoc and wireless sensor networks, in combinatorial optimization. In M. Cheng, Y. Li, & D.-Z. Du (Eds.), Communication networks (pp. 117–146). Berlin: Springer. Lou, W., Liu, W., & Zhang, Y. (2006). Performance optimization using multipath routing in mobile ad hoc and wireless sensor networks, in combinatorial optimization. In M. Cheng, Y. Li, & D.-Z. Du (Eds.), Communication networks (pp. 117–146). Berlin: Springer.
5.
go back to reference Radi, M., et al. (2012). Multipath routing in wireless sensor networks: Survey and research challenges. Sensors, 12(1), 650.CrossRef Radi, M., et al. (2012). Multipath routing in wireless sensor networks: Survey and research challenges. Sensors, 12(1), 650.CrossRef
7.
go back to reference Han, G., et al. (2015). Cross-layer optimized routing in wireless sensor networks with duty cycle and energy harvesting. Wireless Communications and Mobile Computing, 15(16), 1957–1981.CrossRef Han, G., et al. (2015). Cross-layer optimized routing in wireless sensor networks with duty cycle and energy harvesting. Wireless Communications and Mobile Computing, 15(16), 1957–1981.CrossRef
8.
go back to reference Srivastava, V., & Motani, M. (2005). Cross-layer design: A survey and the road ahead. Communications Magazine, IEEE, 43(12), 112–119.CrossRef Srivastava, V., & Motani, M. (2005). Cross-layer design: A survey and the road ahead. Communications Magazine, IEEE, 43(12), 112–119.CrossRef
9.
go back to reference Zytoune, O., Y. Fakhri, and D. Aboutajdine. An energy aware QoS routing protocol for wireless sensors network. In Multimedia computing and systems, 2009. ICMCS ‘09. International Conference on. 2009. Zytoune, O., Y. Fakhri, and D. Aboutajdine. An energy aware QoS routing protocol for wireless sensors network. In Multimedia computing and systems, 2009. ICMCS ‘09. International Conference on. 2009.
10.
go back to reference Wang, H., et al. (2010). A survey on the cross-layer design for wireless multimedia sensor networks. In Y. Cai, et al. (Eds.), Mobile wireless middleware, operating systems, and applications (pp. 474–486). Berlin: Springer.CrossRef Wang, H., et al. (2010). A survey on the cross-layer design for wireless multimedia sensor networks. In Y. Cai, et al. (Eds.), Mobile wireless middleware, operating systems, and applications (pp. 474–486). Berlin: Springer.CrossRef
11.
go back to reference Zhuo, X., Loo, J., Cosmas, J., & Yip, A. (2008). Distributed video coding in wireless multimedia sensor network for multimedia broadcasting. WSEAS Transaction on Communications, 7(5), 418–427. Zhuo, X., Loo, J., Cosmas, J., & Yip, A. (2008). Distributed video coding in wireless multimedia sensor network for multimedia broadcasting. WSEAS Transaction on Communications, 7(5), 418–427.
12.
go back to reference Winkler, T., & Rinner, B. (2014). Security and privacy protection in visual sensor networks: A survey. ACM Computing Surveys, 47(1), 1–42.CrossRef Winkler, T., & Rinner, B. (2014). Security and privacy protection in visual sensor networks: A survey. ACM Computing Surveys, 47(1), 1–42.CrossRef
13.
go back to reference Al-Turjman, F., & Radwan, A. (2017). Data delivery in wireless multimedia sensor networks: Challenging and defying in the IoT Era. IEEE Wireless Communications, 24(5), 126–131.CrossRef Al-Turjman, F., & Radwan, A. (2017). Data delivery in wireless multimedia sensor networks: Challenging and defying in the IoT Era. IEEE Wireless Communications, 24(5), 126–131.CrossRef
14.
go back to reference Lei, S., et al. (2008) Geographic routing in wireless multimedia sensor networks. In Future generation communication and networking. FGCN ‘08. Second International Conference on 2008. Lei, S., et al. (2008) Geographic routing in wireless multimedia sensor networks. In Future generation communication and networking. FGCN ‘08. Second International Conference on 2008.
15.
go back to reference Dong, Y., et al. (2013). Two-Hop geographic multipath routing in duty-cycled wireless sensor networks. In H. Qian & K. Kang (Eds.), Wireless internet (pp. 155–166). Berlin: Springer.CrossRef Dong, Y., et al. (2013). Two-Hop geographic multipath routing in duty-cycled wireless sensor networks. In H. Qian & K. Kang (Eds.), Wireless internet (pp. 155–166). Berlin: Springer.CrossRef
16.
go back to reference Zhang, L., et al. (2008). Multi-priority multi-path selection for video streaming in wireless multimedia sensor networks. In F. Sandnes, et al. (Eds.), Ubiquitous intelligence and computing (pp. 439–452). Berlin: Springer.CrossRef Zhang, L., et al. (2008). Multi-priority multi-path selection for video streaming in wireless multimedia sensor networks. In F. Sandnes, et al. (Eds.), Ubiquitous intelligence and computing (pp. 439–452). Berlin: Springer.CrossRef
17.
go back to reference Dai, R., Wang, P., & Akyildiz, I. F. (2012). Correlation-aware QoS routing with differential coding for wireless video sensor networks. IEEE Transactions on Multimedia, 14(5), 1469–1479.CrossRef Dai, R., Wang, P., & Akyildiz, I. F. (2012). Correlation-aware QoS routing with differential coding for wireless video sensor networks. IEEE Transactions on Multimedia, 14(5), 1469–1479.CrossRef
18.
go back to reference Lee, S.-K., Koh, J.-G., & Jung, C.-R. (2014). An energy-efficient QoS-aware routing algorithm for wireless multimedia sensor networks. International Journal of Multimedia and Ubiquitous Engineering, 9(2), 245–252.CrossRef Lee, S.-K., Koh, J.-G., & Jung, C.-R. (2014). An energy-efficient QoS-aware routing algorithm for wireless multimedia sensor networks. International Journal of Multimedia and Ubiquitous Engineering, 9(2), 245–252.CrossRef
19.
go back to reference Mehmet, C. V. (2010). XLP: A cross-layer protocol for efficient communication in wireless sensor networks. IEEE Transactions on Mobile Computing, 9(11), 1578–1591.CrossRef Mehmet, C. V. (2010). XLP: A cross-layer protocol for efficient communication in wireless sensor networks. IEEE Transactions on Mobile Computing, 9(11), 1578–1591.CrossRef
20.
go back to reference Melodia, T., Akyildiz, I.F. (2008) Cross-Layer Quality of Service Support for UWB Wireless Multimedia Sensor Networks. In INFOCOM. The 27th Conference on Computer Communications. IEEE. 2008. Melodia, T., Akyildiz, I.F. (2008) Cross-Layer Quality of Service Support for UWB Wireless Multimedia Sensor Networks. In INFOCOM. The 27th Conference on Computer Communications. IEEE. 2008.
21.
go back to reference Farooq, M.O., Kunz, T. & St-Hilaire, M. (2011) Differentiated services based congestion control algorithm for wireless multimedia sensor networks. In Wireless days (WD) IFIP Farooq, M.O., Kunz, T. & St-Hilaire, M. (2011) Differentiated services based congestion control algorithm for wireless multimedia sensor networks. In Wireless days (WD) IFIP
22.
go back to reference Usman, M., et al. (2018). A joint framework for QoS and QoE for video transmission over wireless multimedia sensor networks. IEEE Transactions on Mobile Computing, 17(4), 746–759.CrossRef Usman, M., et al. (2018). A joint framework for QoS and QoE for video transmission over wireless multimedia sensor networks. IEEE Transactions on Mobile Computing, 17(4), 746–759.CrossRef
23.
go back to reference Shah, G. A., Weifa, L., & Akan, O. B. (2012). Cross-layer framework for QoS Support in wireless multimedia sensor networks. Multimedia, IEEE Transactions on, 14(5), 1442–1455.CrossRef Shah, G. A., Weifa, L., & Akan, O. B. (2012). Cross-layer framework for QoS Support in wireless multimedia sensor networks. Multimedia, IEEE Transactions on, 14(5), 1442–1455.CrossRef
24.
go back to reference Yang, X., et al. (2018). CSI-based low-duty-cycle wireless multimedia sensor network for security monitoring. Electronics Letters, 54(5), 323–324.CrossRef Yang, X., et al. (2018). CSI-based low-duty-cycle wireless multimedia sensor network for security monitoring. Electronics Letters, 54(5), 323–324.CrossRef
25.
go back to reference Mekonnen, T., et al. (2018). Energy consumption analysis of edge orchestrated virtualized wireless multimedia sensor networks. IEEE Access, 6, 5090–5100.CrossRef Mekonnen, T., et al. (2018). Energy consumption analysis of edge orchestrated virtualized wireless multimedia sensor networks. IEEE Access, 6, 5090–5100.CrossRef
26.
go back to reference Guo, J., Sun, L., & Wang, R. (2012). A Cross-layer and multipath based video transmission scheme for wireless multimedia sensor networks. Journal of Networks, 7(9), 1334–1340.CrossRef Guo, J., Sun, L., & Wang, R. (2012). A Cross-layer and multipath based video transmission scheme for wireless multimedia sensor networks. Journal of Networks, 7(9), 1334–1340.CrossRef
27.
go back to reference Almalkawi, I.T., Guerrero Zapata, M., & Al-Karaki, J.N. (2012) A cross-layer-based clustered multipath routing with QoS-aware scheduling for wireless multimedia sensor networks. International Journal of Distributed Sensor Networks. p. 11. Almalkawi, I.T., Guerrero Zapata, M., & Al-Karaki, J.N. (2012) A cross-layer-based clustered multipath routing with QoS-aware scheduling for wireless multimedia sensor networks. International Journal of Distributed Sensor Networks. p. 11.
28.
go back to reference Aswale, S., & Ghorpade, V. R. (2017). LQEAR: link quality and energy-aware routing for wireless multimedia sensor networks. Wireless Personal Communications, 97(1), 1291–1304.CrossRef Aswale, S., & Ghorpade, V. R. (2017). LQEAR: link quality and energy-aware routing for wireless multimedia sensor networks. Wireless Personal Communications, 97(1), 1291–1304.CrossRef
29.
go back to reference Liu, B.-H., & Jhang, J.-Y. (2014). Efficient distributed data scheduling algorithm for data aggregation in wireless sensor networks. Computer Networks, 65, 73–83.CrossRef Liu, B.-H., & Jhang, J.-Y. (2014). Efficient distributed data scheduling algorithm for data aggregation in wireless sensor networks. Computer Networks, 65, 73–83.CrossRef
30.
go back to reference Hermans, A., (2012) H.264/MPEG-4 Advanced Video Coding. Hermans, A., (2012) H.264/MPEG-4 Advanced Video Coding.
31.
go back to reference Jiyan, W., Xiaokun, W. & Junliang, C. (2013) SPMLD: Sub-packet based multipath load distribution for real-time multimedia Traffic. In vehicular technology conference (VTC Fall), 2013 IEEE 78th. 2013. Jiyan, W., Xiaokun, W. & Junliang, C. (2013) SPMLD: Sub-packet based multipath load distribution for real-time multimedia Traffic. In vehicular technology conference (VTC Fall), 2013 IEEE 78th. 2013.
32.
go back to reference Gui, X., M.N.S., Swamy, & Ahmad, M.O. Optimal packet scheduling for multi-description multi-path video streaming over wireless networks. In Communications, 2007. ICC ‘07. IEEE International Conference on. 2007. Gui, X., M.N.S., Swamy, & Ahmad, M.O. Optimal packet scheduling for multi-description multi-path video streaming over wireless networks. In Communications, 2007. ICC ‘07. IEEE International Conference on. 2007.
34.
go back to reference Amjad, M., Rehmani, M. H., & Mao, S. (2018). Wireless multimedia cognitive radio networks: A comprehensive survey. IEEE Communications Surveys & Tutorials, 20(2), 1056–1103.CrossRef Amjad, M., Rehmani, M. H., & Mao, S. (2018). Wireless multimedia cognitive radio networks: A comprehensive survey. IEEE Communications Surveys & Tutorials, 20(2), 1056–1103.CrossRef
Metadata
Title
Cross-layer multipath routing scheme for wireless multimedia sensor network
Authors
Mohammed Abazeed
Norshiela faisal
Adel ali
Publication date
06-09-2018
Publisher
Springer US
Published in
Wireless Networks / Issue 8/2019
Print ISSN: 1022-0038
Electronic ISSN: 1572-8196
DOI
https://doi.org/10.1007/s11276-018-1829-6

Other articles of this Issue 8/2019

Wireless Networks 8/2019 Go to the issue