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| DC 欄位 | 值 | 語言 |
|---|---|---|
| dc.contributor.advisor | 蘇炫榮(Hsuan-Jung Su) | |
| dc.contributor.author | ZHUOWEN GUAN | en |
| dc.contributor.author | 關焯文 | zh_TW |
| dc.date.accessioned | 2022-11-23T09:24:49Z | - |
| dc.date.available | 2021-08-13 | |
| dc.date.available | 2022-11-23T09:24:49Z | - |
| dc.date.copyright | 2021-08-13 | |
| dc.date.issued | 2021 | |
| dc.date.submitted | 2021-08-02 | |
| dc.identifier.citation | [1] A. Sabharwal, P. Schniter, D. Guo, D. Bliss, S. Rangarajan, and R. Wichman, “In-Band Full-Duplex Wireless: Challenges and Opportunities,” IEEE J. Select. Areas Commun., vol. 32, no. 9, pp. 1637–1652, Sept. 2014. [2] D. Bharadia, E. McMilin, and S. Katti, “Full duplex radios,” SIGCOMM Comput. Commun. Rev., vol. 43, no. 4, pp. 375–386, Aug. 2013. [3] F. R. Kschischang, B. J. Frey, and H.-A. Loeliger, “Factor Graph and the Sum-Product Algorithm,” IEEE Trans. on Inf. Theory, vol. 47, no. 2, Feb. 2001. [4] S. M. Aji and R. J. McEliece, “The Generalized Distributed Law,” IEEE Trans. on Inf. Theory, vol. 46, no. 2, March 2000. [5] M. Liu, T. Song, J. Hu, J. Yang, and G. Gui, “Deep Learning-Inspired Message Passing Algorithm for Efficient Resource Allocation in Cognitive Radio Network,” IEEE Trans. on Vehicular Technology, vol. 68, no. 1, Jan. 2019. [6] A. Abrardo, M. Belleschi, P. Detti, and M. Moretti, “Message Passing Resource Allocation for the Uplink of Multi-Carrier Multi-Format Systems,” IEEE Trans. on Wireless Communications, vol. 11, no. 1, January 2012. [7] R. Sultan, L. Song, K. G. Seddik, and Z. Han, “Joint resource management with distributed uplink power control in full-duplex ofdma networks,” IEEE Transactions on Vehicular Technology, vol. 69, no. 3, pp. 2850–2863, 2020. [8] Z. Yang, M. Chen, W. Saad, and M. Shikh-Bahaei, “Optimization of rate allocation and power control for rate splitting multiple access (rsma),” IEEE Transactions on Communications, pp. 1–1, 2021. [9] J. M. B. da Silva Jr., G. Fodor, and C. Fischione, “Spectral Efficient and Fair User Pairing for Full-Duplex Communication in Cellular Networks,” IEEE Trans. on Wireless Communications, vol. 15, no. 11, Nov. 2016. [10] B. Di, S. Bayat, L. Song, Y. Li, and Z. Han, “Joint user pairing, sub- channel, and power allocation in full-duplex multi-user ofdma networks,” IEEE Transactions on Wireless Communications, vol. 15, no. 12, pp. 8260–8272, 2016. [11] Y. You, C. Qin, and Y. Gong, “Resource Allocation for a Full-Duplex Base Station Aided OFDMA System,” WS-SPAWC, 2017. [12] P. Detti, M. Moretti, and A. Abrardo, “Radio Resource Allocation in OFDMA Multi-Cell Networks,” Technical Report arXiv:1007.2316v1, July 2010. [13] T. Richardson and R. Urbanke, “Modern Coding Theory,” Cambridge University Press, 2008. [14] W. Henk, “Iterative Receiver Design,” Cambridge University Press, 2007. [15] M. J. Wainwright and M. I. Jordan, “Graphical Models, Exponential Families, and Variational Inference,” Foundations and Trends in Machine Learning, vol. 1, no. 1-2, pp. 1–305, Dec. 2008. [16] F. Kschischang and B. Frey, “Iterative decoding of compound codes by probability propagation in graphical models,” IEEE Journal on Selected Areas in Communications, vol. 16, no. 2, pp. 219–230, 1998. [17] W. Yu and R. Lui, “Dual methods for nonconvex spectrum optimization of multicarrier systems,” IEEE Transactions on Communications, vol. 54, no. 7, pp. 1310–1322, 2006. | |
| dc.identifier.uri | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/80077 | - |
| dc.description.abstract | 在本論文中，我們設計使用了基於信息傳遞技術的分佈式模型，以解決全多工正交分頻多重進接系統下的資源分配問題。首先，在這個由全多工接入點和使用者構成的系統中，存在着使用者之間的干擾，以及下鏈使用者產生的對上鏈使用者的殘餘自干擾。接入點和使用者都存在各自的傳輸功率限制，在此限制下，我們希望最大化系統的總體傳輸效率。在我們提出的方法中，原資源分配問題被重規劃成可以使用信息傳遞工具的符合因式圖的形式，之後信息將在圖上的各個點之間傳遞，得到趨近最佳化的無線資源分配結果。因此，通過將計算量分佈到各個計算單元上，避開了原問題的NP-hard難度。我們的方法更加符合實際，更加高效率，而且當使用者數量顯著上升時，效能比其他的基於使用者配對的方法表現要更好。 | zh_TW |
| dc.description.provenance | Made available in DSpace on 2022-11-23T09:24:49Z (GMT). No. of bitstreams: 1 U0001-1207202114340300.pdf: 680311 bytes, checksum: 0d062081ef9a87a06579a8cf819e4428 (MD5) Previous issue date: 2021 | en |
| dc.description.tableofcontents | 誌謝...i 中文摘要...ii 英文摘要...iii 第一章 Introduction...1 1.1 Literature Review...3 1.2 Contributions...4 1.3 Organization...6 第二章 System Model and Problem Formulation...7 2.1 System Model...7 2.2 Problem Formulation...8 第三章 Max-Sum Problem and Message Passing Rule...15 3.1 Factor Graph and Sum-Product Algorithm...15 3.2 Max-Sum Problem...17 第四章 Message Formulation and Calculation...18 4.1 Message Formulation...18 4.2 Message Calculation...22 第五章 Iterative Message Passing Algorithm for FD-RRAP...25 第六章 Numerical Results...29 第七章 Conclusions...35 參考文獻...36 | |
| dc.language.iso | en | |
| dc.subject | 信息傳遞技術 | zh_TW |
| dc.subject | 全多工正交分頻多重進接系統 | zh_TW |
| dc.subject | message passing technique | en |
| dc.subject | jointly frequency channel allocation and power control | en |
| dc.subject | Full-duplex OFDMA systems | en |
| dc.title | 使用信息傳遞技術解決全多工正交分頻多重進接系統中資源分配問題 | zh_TW |
| dc.title | Message Passing Resource Allocation for Full-Duplex OFDMA Systems | en |
| dc.date.schoolyear | 109-2 | |
| dc.description.degree | 碩士 | |
| dc.contributor.oralexamcommittee | 魏宏宇(Hsin-Tsai Liu),謝宏昀(Chih-Yang Tseng) | |
| dc.subject.keyword | 全多工正交分頻多重進接系統,信息傳遞技術, | zh_TW |
| dc.subject.keyword | Full-duplex OFDMA systems,jointly frequency channel allocation and power control,message passing technique, | en |
| dc.relation.page | 38 | |
| dc.identifier.doi | 10.6342/NTU202101403 | |
| dc.rights.note | 同意授權(全球公開) | |
| dc.date.accepted | 2021-08-03 | |
| dc.contributor.author-college | 電機資訊學院 | zh_TW |
| dc.contributor.author-dept | 電信工程學研究所 | zh_TW |
| 顯示於系所單位： | 電信工程學研究所 | |
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| 檔案 | 大小 | 格式 | |
|---|---|---|---|
| U0001-1207202114340300.pdf | 664.37 kB | Adobe PDF | 檢視/開啟 |
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