Abstract
The paradigm of spectrum trading has spontaneously prompted a wide interest in spectrum market where licensed users (primary users, PUs) aim at efficiently share spectrum with unlicensed users (secondary users, SUs). SUs pay PUs for radio resource usage. Spectrum pricing plays a pivotal role towards the success of spectrum trading. Most of the existing pricing schemes neglect service guarantees. Furthermore, they use static pricing scheme where the price cannot respond quickly to the changes in the spectrum market. To overcome these problems, we design dynamic auction where spectrum is periodically auctioned off to meet SUs demands over time. Our scheme determines the size of spectrum to be auctioned for each session. Performance evaluation of the proposed scheme shows the ability of our scheme to maximize the reported revenue for the PU under different spectrum market conditions.
Similar content being viewed by others
References
Akyildiz, I. F., Lee, W.-Y., Vuran, M. C., & Mohanty, S. (2006). NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey. Computer Networks, 50, 2127–2159.
Alsarhan, A., Al-Khasawneh, A., Itradat, A., Obeidat, I., & Bsoul, M. (2013). Spectrum trading for routing in a multi service cognitive mesh network. International Journal of Mobile Network Design and Innovation, 5(2), 85–96.
Alsarhan, A., Agarwal, A., Obeidat, I., Bsoul, M., Al-Khasawneh, A., & Kilani, Y. (2013). Optimal spectrum utilisation in cognitive network using combined spectrum sharing approach: overlay, underlay and trading. International Journal of Business Information Systems, 12(4), 423–454.
Alsarhan, A., & Agarwal, A. (2011). Profit optimization in multi-service cognitive mesh network using machine learning. EURASIP Journal on Wireless Communications and Networking, 36(1), 1–12.
Chun, S., & La, R. (2013). Secondary spectrum trading–auction-based framework for spectrum allocation and profit sharing. IEEE/ACM Transactions on Networking, 21(1), 176–189.
Sengupta, S., & Chatterjee, M. (2009). An economic framework for dynamic spectrum access and service pricing. IEEE/ACM Transactions on Networking, 17(4), 1200–1213.
Jia, J., Zhang, Q., Zhang, Q., and Liu, M., (2009) Revenue generation for truthful spectrum auction in dynamic spectrum access, in Proceedings of ACM MobiHoc (pp. 3–12).
Kasbekar, G. S., & Sarkar, S. (2010). Spectrum auction framework for access allocation in cognitive radio networks. IEEE/ACM Transactions on Networking, 18(6), 1841–1854.
Gandhi, S., Buragohain, C., Cao, L., Zheng, H., & Suri, S. (2008). Towards real-time dynamic spectrum auctions. Computer Networks, 52(4), 879–897.
Zhou, A. X. and Zheng, H., (2009) TRUST: A general framework for truthful double spectrum auctions, in Proceedings of IEEE INFOCOM (pp. 999–1007).
Gao, L., Xu, Y., & Wang, X. (2011). Map: Multiauctioneer progressive auction for dynamic spectrum access. Mobile Computing, IEEE Transactions on, 10(8), 1144–1161.
Huang, J., Berry, R. A., & Honig, M. L. (2006). Auction-based Spectrum Sharing. Mobile Networks and Applications, 11(3), 405–408.
Kash, I. A., Murty, R., & Parkes, D. C. (2014). Enabling spectrum sharing in secondary market auctions. Mobile Computing, IEEE Transactions on, 13(3), 556–568.
Wang, X., Li, Z., Xu, P., Xu, Y., Gao, X., & Chen, H. (2010). Spectrum sharing in cognitive radio networks—an auction-based approach. Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, 40(3), 587–596.
Sun, J., Modiano, E., & Zheng, L. (2006). Wireless channel allocation using an auction algorithm. IEEE Journal on Selected Areas in Communications, 24(5), 1085–1096.
Dramitinos, M., Stamoulis, G., & Courcoubetis, C. (2004). Auction-based resource reservation in 2.5/3G networks. Mobile Networks and Applications, 9(6), 557–566.
Huang, J., Han, Z., Chiang, M., & Poor, H. V. (2008). Auction-based resource allocation for cooperative communications. IEEE Journal on Selected Areas in Communications, 27(5), 1226–1237.
Tehrani, M. N., & Uysal, M. (2013). Auction Based Spectrum Trading for Cognitive Radio Networks. Communications Letters, IEEE, 17(6), 1168–1171.
Chen, J., Gao, Y.M., and Kuo, Y.H., (2014) A parallel repeated auction for spectrum allocation in distributed cognitive radio networks. Wireless Personal Communications, 77(4), 2839–2855.
Chen, Y., Wu, Y. L., Wang, B. B., & Liu, K. J. R. (2010). Spectrum auction games for multimedia streaming over cognitive radio networks. IEEE Transactions on Communications, 58(8), 2381–2390.
Wu, Y., Wang, B., Liu, K. J. R., & Clancy, T. C. (2009). Repeated open spectrum sharing game with cheat-proof strategie. IEEE Transactions on Wireless Communications, 8(4), 1922–1933.
Ji, Z., & Liu, K. J. R. (2008). Multi-stage pricing game for collusion-resistant dynamic spectrum allocation. IEEE Journal on Selected Areas in Communications, 26(1), 182–191.
Jayaweera, S. K., Vazquez-Vilar, G., & Mosquera, C. (2010). Dynamic spectrum leasing: A new paradigm for spectrum sharing in cognitive radio networks. Vehicular Technology IEEE Transactions on, 59(5), 2328–2339.
Jayaweera, S. K., Bkassiny, M., & Avery, K. A. (2011). Asymmetric cooperative communications based spectrum leasing via auctions in cognitive radio networks. Wireless Communications IEEE Transactions on, 10(8), 2716–2724.
Simeone, O., Stanojev, I., Savazzi, S., Bar-Ness, Y., Spagnolini, U., & Pickholtz, R. (2008). Spectrum leasing to cooperating secondary ad hoc networks. Selected Areas in Communications IEEE Journal on, 26(1), 203–213.
Alsarhan, A., Agarwal, A., (2011) Load balancing for spectrum management in a cluster-based cognitive network. Electrical and Computer Engineering, 1304–1307.
Ren, W., Zhao, Q., & Swami, A. (2009). Power control in cognitive radio networks: How to cross a multi-lane highway. IEEE Journal on Selected Areas in Communications, 27, 1283–1296.
Kushwaha, H., Xing, Y., Chandramouli, R., & Heffes, H. (2008). Reliable multimedia transmission over cognitive radio networks using fountain codes. Proceedings of the IEEE, 96(1), 155–165.
Avidor, D., Mukherjee, S., & Onat, F. (2008). Transmit power distribution of wireless ad hoc networks with topology control. IEEE Transaction on Wireless Communications, 7(1), 1111–1116.
Myerson, R. B. (1981). Optimal auction design. Mathematics of Operations Research, 6(1), 58–73.
Randhawa, R., & Kumar, S. (2008). Usage restriction and subscription services: Operational benefits with rational users. Manufacturing and Service Operations Management, 10(3), 429–447.
Reiman, M. I., & Simon, B. (1989). Open queueing systems in light traffic. Mathematics of Operations Research, 14(1), 26–59.
Xinping, G., Xiaocheng, W., Kai, M., Zhixin, L., & Qiaoni, H. (2014). Spectrum leasing based on Nash Bargaining Solution in cognitive radio networks. Telecommunication Systems, 57(4), 313–325.
Lin, P., Feng, X., Zhang, Q., (2014) Flexauc: Serving dynamic demands in spectrum trading markets with flexible auction, INFOCOM, 2265–2273.
Deek, L., Zhou, X., Almeroth, K., and Zheng, H., (2011) To preempt or not: Tackling bid and time-based cheating in online spectrum auctions, INFOCOM, 2219–2227.
Feng, X., Chen, Y., Zhang, J., Zhang, Q., & Li, B. (2012). TAHES: A Truthful Double Auction Mechanism for Heterogeneous Spectrums. Wireless Communications, IEEE Transactions on, 11(11), 4038–4047.
Dong, W., Rallapalli, S., Qiu, L., Ramakrishnan, K.K., Zhang, Y., (2014) Double auctions for dynamic spectrum allocation. INFOCOM. 709–717.
Kash, I. A., Murty, R., & Parkes, D. C. (2014). Enabling spectrum sharing in secondary market auctions. Mobile Computing, IEEE Transactions on, 13(3), 556–568.
Sun, G., Tian, X., Xu, Y., and Wang, X., (2013) Profit maximization for secondary users in dynamic spectrum auction of cognitive radio networks. Wireless Communications and Mobile Computing, 1(1), 1–12.
Li, W., Wang, S., & Cheng, X. (2013). Truthful multi-attribute auction with discriminatory pricing in cognitive radio networks. ACM SIGMOBILE Mobile Computing and Communications Review, 18(1), 21–30.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Alsarhan, A., Quttoum, A. & Bsoul, M. Dynamic Auction for Revenue Maximization in Spectrum Market. Wireless Pers Commun 83, 1405–1423 (2015). https://doi.org/10.1007/s11277-015-2458-3
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11277-015-2458-3