Spectrum trading for satellite communication systems with dynamic bargaining
With the rapid development of modern satellite communications, broadband satellite services are experiencing a period of remarkable growth in both the number of users and the available bandwidth. More efficient spectrum management schemes require deeper investigation in order to meet the ever-increa...
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sg-ntu-dr.10356-896342020-03-07T11:48:51Z Spectrum trading for satellite communication systems with dynamic bargaining Li, Feng Lam, Kwok-Yan Zhao, Nan Liu, Xin Zhao, Kanglian Wang, Li School of Computer Science and Engineering DRNTU::Engineering::Computer science and engineering Satellite Communication Systems Spectrum Allocation With the rapid development of modern satellite communications, broadband satellite services are experiencing a period of remarkable growth in both the number of users and the available bandwidth. More efficient spectrum management schemes require deeper investigation in order to meet the ever-increasing demand for broadband spectrum. In this paper, we propose a band allocation method for multibeam satellite systems by introducing a market-driven pricing mechanism. Instead of adopting static and fixed band selling, we consider a satellite network operator that utilizes the mode of price bargaining to trade the unused band with terrestrial network operators. By applying market-based mechanism to support satellite spectrum allocation, higher spectrum efficiency can be attained in order for satellite systems to meet the increasing demands for satellite bandwidth at an affordable cost. Besides, for the one-to-many bargaining case without terrestrial operator involved in, a differential spectrum pricing solution is devised to address heterogeneous users' spectrum preferences. In a typical price bargaining model, market participants (i.e., terrestrial network operators) are assumed to know exactly their needs dynamically, which is hard to achieve in near real-time; thus, our approach approximates it with a sub-optimal estimation on the network operators' benefit threshold. To be specific, we obtain the optimal pricing at every round of bargaining by predicting the overall benefits of terrestrial network operators and reaching the Nash equilibrium. Essential discussions and proofs for the pricing rationality are provided. Numerical results are given to evaluate the impact of the pricing scheme on the profits of satellite systems. NRF (Natl Research Foundation, S’pore) Accepted version 2019-05-24T06:18:40Z 2019-12-06T17:29:58Z 2019-05-24T06:18:40Z 2019-12-06T17:29:58Z 2018 Journal Article Li, F., Lam, K.-Y., Zhao, N., Liu, X., Zhao, K., & Wang, L. Spectrum Trading for Satellite Communication Systems with Dynamic Bargaining. IEEE Transactions on Communications, 66(10), 4680 - 4693. doi:10.1109/TCOMM.2018.2837909 0090-6778 https://hdl.handle.net/10356/89634 http://hdl.handle.net/10220/48360 10.1109/TCOMM.2018.2837909 en IEEE Transactions on Communications © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: https://doi.org/10.1109/TCOMM.2018.2837909. 14 p. application/pdf |
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DRNTU::Engineering::Computer science and engineering Satellite Communication Systems Spectrum Allocation Li, Feng Lam, Kwok-Yan Zhao, Nan Liu, Xin Zhao, Kanglian Wang, Li Spectrum trading for satellite communication systems with dynamic bargaining |
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With the rapid development of modern satellite communications, broadband satellite services are experiencing a period of remarkable growth in both the number of users and the available bandwidth. More efficient spectrum management schemes require deeper investigation in order to meet the ever-increasing demand for broadband spectrum. In this paper, we propose a band allocation method for multibeam satellite systems by introducing a market-driven pricing mechanism. Instead of adopting static and fixed band selling, we consider a satellite network operator that utilizes the mode of price bargaining to trade the unused band with terrestrial network operators. By applying market-based mechanism to support satellite spectrum allocation, higher spectrum efficiency can be attained in order for satellite systems to meet the increasing demands for satellite bandwidth at an affordable cost. Besides, for the one-to-many bargaining case without terrestrial operator involved in, a differential spectrum pricing solution is devised to address heterogeneous users' spectrum preferences. In a typical price bargaining model, market participants (i.e., terrestrial network operators) are assumed to know exactly their needs dynamically, which is hard to achieve in near real-time; thus, our approach approximates it with a sub-optimal estimation on the network operators' benefit threshold. To be specific, we obtain the optimal pricing at every round of bargaining by predicting the overall benefits of terrestrial network operators and reaching the Nash equilibrium. Essential discussions and proofs for the pricing rationality are provided. Numerical results are given to evaluate the impact of the pricing scheme on the profits of satellite systems. |
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School of Computer Science and Engineering |
author_facet |
School of Computer Science and Engineering Li, Feng Lam, Kwok-Yan Zhao, Nan Liu, Xin Zhao, Kanglian Wang, Li |
format |
Article |
author |
Li, Feng Lam, Kwok-Yan Zhao, Nan Liu, Xin Zhao, Kanglian Wang, Li |
author_sort |
Li, Feng |
title |
Spectrum trading for satellite communication systems with dynamic bargaining |
title_short |
Spectrum trading for satellite communication systems with dynamic bargaining |
title_full |
Spectrum trading for satellite communication systems with dynamic bargaining |
title_fullStr |
Spectrum trading for satellite communication systems with dynamic bargaining |
title_full_unstemmed |
Spectrum trading for satellite communication systems with dynamic bargaining |
title_sort |
spectrum trading for satellite communication systems with dynamic bargaining |
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2019 |
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https://hdl.handle.net/10356/89634 http://hdl.handle.net/10220/48360 |
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1681044136507998208 |