Skip to main content

Proactive Caching for Transmission Performance in Cooperative Cognitive Radio Networks

  • Conference paper
  • First Online:
Wireless Algorithms, Systems, and Applications (WASA 2018)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 10874))

Abstract

This paper considers cooperation between the primary and secondary network via content caching. The core idea is that secondary basestation caches some popular primary files and thus directly send content to the close primary user, in return some spectrum for secondary basestation to serve their own user. We propose a cooperation scheme which is jointly completed with content caching and transmission schemes, to maximize SU’s data transmission rates while PU’s target rate is achieved. In addition, we formulate the optimal caching allocation into a concave problem in terms of the data transmission rates for any given power allocation. We then provide an effective bisection search algorithm. Simulation results indicate that significant performance gain for both systems over the cooperation without caching. It also shows that our proposed scheme can achieve larger rate region than traditional relay cooperation scheme.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 109.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 139.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Liu, D., Chen, B., Yang, C., Molisch, A.: Caching at the wireless edge: design aspects, challenges, and future directions. IEEE Commun. Mag. 54(9), 22–28 (2016)

    Article  Google Scholar 

  2. Tang, J., Quek, T.: The role of cloud computing in content-centric mobile networking. IEEE Commun. Mag. 54, 52–59 (2016)

    Article  Google Scholar 

  3. Zhang, L., Cai, Z., Li, P., Wang, L., Wang, X.: Spectrum-availability based routing for cognitive sensor networks. IEEE Access 5, 4448–4457 (2017)

    Article  Google Scholar 

  4. Lu, J., Cai, Z., Wang, X., Zhang, L., Li, P., He, Z.: User social activity-based routing for cognitive radio networks. Pers. Ubiquitous Comput. 13, 1–17 (2018)

    Google Scholar 

  5. Jovicic, A., Viswanath, P.: Cognitive radio: an information-theoretic perspective. IEEE Trans. Inf. Theory 55(9), 3945–3958 (2009)

    Article  MathSciNet  Google Scholar 

  6. Duan, Y., Liu, G., Cai, Z.: Opportunistic channel-hopping based effective rendezvous establishment in cognitive radio networks. In: Wang, X., Zheng, R., Jing, T., Xing, K. (eds.) WASA 2012. LNCS, vol. 7405, pp. 324–336. Springer, Heidelberg (2012). https://doi.org/10.1007/978-3-642-31869-6_28

    Chapter  Google Scholar 

  7. Srinivasa, S., Jafar, S.A.: COGNITIVE RADIOS FOR DYNAMIC SPECTRUM ACCESS - the throughput potential of cognitive radio: a theoretical perspective. IEEE Commun. Mag. 45(5), 73–79 (2007)

    Article  Google Scholar 

  8. Cai, Z., Ji, S., He, J., Wei, L., Bourgeois, A.: Distributed and asynchronous data collection in cognitive radio networks with fairness consideration. IEEE Trans. Parallel Distrib. Syst. 25(8), 2020–2029 (2014)

    Article  Google Scholar 

  9. Krikidis, I., Laneman, J., Thompson, J., Mclaughlin, S.: Protocol design and throughput analysis for multi-user cognitive cooperative systems. IEEE Trans. Wirel. Commun. 8(9), 4740–4751 (2009)

    Article  Google Scholar 

  10. Zheng, G., Ho, Z., Jorswieck, E.A., Ottersten, B.: Information and energy cooperation in cognitive radio networks. IEEE Trans. Signal Process. 62(9), 2290–2303 (2014)

    Article  MathSciNet  Google Scholar 

  11. Zhou, X., Zhang, R., Chin, K.H.: Wireless information and power transfer: architecture design and rate-energy tradeoff. IEEE Trans. Commun. 61(11), 4754–4767 (2012)

    Article  Google Scholar 

  12. Chen, J., Lv, L., Liu, Y., Kuo, Y., Ren, C.: Energy efficient relay selection and power allocation for cooperative cognitive radio networks. IET Commun. 9(13), 1661–1668 (2015)

    Article  Google Scholar 

  13. Cai, Z., Ji, S., He, J., Bourgeois, A.: Optimal distributed data collection for asynchronous cognitive radio networks. In: Proceedings of the IEEE 32nd International Conference on Distributed Computing Systems (ICDCS), pp. 245–254 (2016)

    Google Scholar 

  14. Cai, Z., Duan, Y., Bourgeois, A.: Delay efficient opportunistic routing in asynchronous multi-channel cognitive radio networks. J. Comb. Optim. 29(4), 815–835 (2015)

    Article  MathSciNet  Google Scholar 

  15. Shanmugam, K., Golrezaei, N., Dimakis, A.G., Molisch, A.F., Caire, G.: Femtocaching: wireless content delivery through distributed caching helpers. IEEE Trans. Inf. Theory 59(12), 8402–8413 (2013)

    Article  MathSciNet  Google Scholar 

  16. Maria, G., Jess, G., Javier, M., Deniz, G.: Wireless content caching for small cell and D2D networks. IEEE J. Sel. Areas Commun. 34(5), 1222–1234 (2016)

    Article  Google Scholar 

  17. Yang, C., Yao, Y., Chen, Z., Xia, B.: Analysis on cache-enabled wireless heterogeneous networks. IEEE Trans. Wirel. Commun. 15(1), 131–145 (2016)

    Article  Google Scholar 

  18. Weng, C., Psounis, K.: Distributed caching and small cell cooperation for fast content delivery. In: Proceedings of the ACM International Symposium, pp. 127–136 (2015)

    Google Scholar 

  19. Zhao, J., Gao, W., Wang, Y., Cao, G.: Delay-constrained caching in cognitive radio networks. In: IEEE INFOCOM, pp. 2094–2102 (2014)

    Google Scholar 

  20. Si, P., Yue, H., Zhang, Y., Fang, Y.: Spectrum management for proactive video caching in information-centric cognitive radio networks. IEEE J. Sel. Areas Commun. 34(8), 2247–2259 (2016)

    Article  Google Scholar 

  21. Taghizadeh, M., Micinski, K., Biswas, S., Ofria, C., Torng, E.: Distributed cooperative caching in social wireless networks. IEEE Trans. Mob. Comput. 12(6), 1037–1053 (2013)

    Article  Google Scholar 

  22. Wong, K., Pan, Z.: Array gain and diversity order of multiuser MISO antenna systems. Int. J. Wirel. Inf. Netw. 15(2), 82–89 (2008)

    Article  Google Scholar 

  23. Chen, Z., Lee, J., Quek, T.Q.S., Kountouris, M.: Cooperative caching and transmission design in cluster-centric small cell networks. IEEE Trans. Wirel. Commun. 16(5), 3401–3415 (2017)

    Article  Google Scholar 

Download references

Acknowledgments

This research is partially supported by National Natural Science Foundation of China (No. 61471260 and No. 61271324), and Natural Science Foundation 490 of Tianjin (No. 16JCYBJC16000).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Bin Jiang .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG, part of Springer Nature

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Yang, J., Xu, H., Jiang, B., Zheng, G., Song, H. (2018). Proactive Caching for Transmission Performance in Cooperative Cognitive Radio Networks. In: Chellappan, S., Cheng, W., Li, W. (eds) Wireless Algorithms, Systems, and Applications. WASA 2018. Lecture Notes in Computer Science(), vol 10874. Springer, Cham. https://doi.org/10.1007/978-3-319-94268-1_47

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-94268-1_47

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-94267-4

  • Online ISBN: 978-3-319-94268-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics