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  1. NTU Theses and Dissertations Repository
  2. 電機資訊學院
  3. 電信工程學研究所
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/20042
完整後設資料紀錄
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dc.contributor.advisor蘇柏青(Borching Su)
dc.contributor.authorChih-Li Chenen
dc.contributor.author陳智禮zh_TW
dc.date.accessioned2021-06-08T02:39:11Z-
dc.date.copyright2018-07-06
dc.date.issued2018
dc.date.submitted2018-07-03
dc.identifier.citation[1] M. M. Butt, I. Krikidis, A. Mohamed, and M. Guizani, RF Energy Harvesting Communications: Recent Advances and Research Issues. in book Energy management in wireless cellular and ad-hoc networks, published by Springer and edited by M. Z. Shakir, M. A. Imran, K. A . Qaraqe, M. S. Alouni and A. Vasilakos, 2015.
[2] X. Lu, P. Wang, D. Niyato, D. I. Kim, and Z. Han, “Wireless networks with rf energy harvesting: A contemporary survey,” IEEE Communications Surveys Tutorials,vol. 17, pp. 757–789, Secondquarter 2015.
[3] L. R. Varshney, “Transporting information and energy simultaneously,” in 2008 IEEE International Symposium on Information Theory, pp. 1612–1616, July 2008.
[4] R. Zhang and C. K. Ho, “MIMO broadcasting for simultaneous wireless information and power transfer,” IEEE Transactions on Wireless Communications, vol. 12, pp. 1989–2001, May 2013.
[5] H. Ju and R. Zhang, “A novel mode switching scheme utilizing random beamforming for opportunistic energy harvesting,” arXiv preprint, 2013.
[6] H. Ju and R. Zhang, “Throughput maximization in wireless powered communication networks,” IEEE Transactions on Wireless Communications, vol. 13, pp. 418–428, January 2014.
[7] J. Xu, L. Liu, and R. Zhang, “Multiuser MISO beamforming for simultaneous wireless information and power transfer,” IEEE Transactions on Signal Processing, vol. 62, pp. 4798–4810, Sept 2014.
[8] Z. Rezaei, E. Yazdian, and F. S. Tabataba, “Optimal Energy Beamforming under Per-Antenna Power Constraint,” ArXiv e-prints, Feb. 2017.
[9] S. Boyd and L. Vandenberghe, Convex optimization. Cambridge University Press, 2004.
[10] M. Grant and S. Boyd, “CVX: Matlab software for disciplined convex programming, version 1.21 (2.1).” http://cvxr.com/cvx, feb-mar 2011-4.
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/20042-
dc.description.abstract在本論文中,我們研究了併行無線資訊與能量傳輸廣播系統的波束成型設計。我們所考慮的場景是一個多天線的基地台同時傳送資訊訊號與能量訊號給多個單天線的接收機。各個接收機只會執行能量採集或資訊解碼其中一種,不會同時執行兩種功能。我們的目標是在滿足各個資訊接收機最低訊雜比的服務品質以及個別傳送天線功率限制條件下,設計波束成型向量用以最大化傳送到所有能量接收機的加權功率總和。與以往只考慮天線的總功率限制條件有所不同,本論文還考慮了個別天線功率限制,因為在現實情況下每根天線的功率放大器都有它的線性工作區間,當輸入功率過高,輸出功率會達到飽和,操作在飽和區將會導致信號的高失真和非線性。我們將訊息和能量傳輸的波束成型設計作為非凸二次約束二次規劃的問題並透過應用半定鬆弛技術來獲得問題的解。zh_TW
dc.description.abstractIn this thesis, we study the beamforming design of a simultaneous wireless information and power transfer (SWIPT) broadcast system. In our scenario, we consider a multi-antenna base station (BS) which sends wireless information and energy signals to multiple single-antenna receivers. Each receiver performs either information decoding (ID) or energy harvesting (EH), but not both. Our goal is to design the beamforming vectors to maximize the weighted sum power transferred to all EH receivers subject to a given set of minimum signal-to-interference-plus-noise ratio (SINR) constraints at different ID receivers and per-antenna power constraints at transmitter. In contrast to conventional sum power constraint across all transmit antennas, per-antenna power constraints (PAPCs) are used in this thesis because of the implementation in reality and the limit of the linear region of a power amplifier equipped with each antenna. The output power will saturate when the input power is too high. Operation in the saturation region, however, implies high distortions and nonlinearities that are introduced to the signals. We formulate the joint information and energy transmit beamforming design as a non-convex quadratically constrained quadratic program (QCQP) and obtain the solution by applying the semidefinite relaxation (SDR) technique.en
dc.description.provenanceMade available in DSpace on 2021-06-08T02:39:11Z (GMT). No. of bitstreams: 1
ntu-107-R05942043-1.pdf: 1566565 bytes, checksum: c348d28d8edaf4716f33d3c5fdf63d48 (MD5)
Previous issue date: 2018
en
dc.description.tableofcontentsContents
誌謝 ii
摘要 iii
Abstract iv
1 Introduction 1
1.1 Background . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2
1.2 Related Works . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
1.3 Motivation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
1.4 Contributions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5
2 System Model 7
2.1 Notations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8
2.2 Channel Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9
3 Problem Statement 11
3.1 Problem Formulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12
3.2 The Discussed Problems . . . . . . . . . . . . . . . . . . . . . . . . . . 15
3.2.1 Maximization of Harvesting Power for Type1 ID receiver (P1) . . 15
3.2.2 Maximization of Harvesting Power for Type2 ID receiver (P2) . . 16
4 Solving Method 17
4.1 Solution Via Semidefinite Relaxation for (P1) . . . . . . . . . . . . . . . 18
4.2 Solution Via Semidefinite Relaxation for (P2) . . . . . . . . . . . . . . . 21
5 Simulation Results 23
5.1 Simulation Parameters . . . . . . . . . . . . . . . . . . . . . . . . . . . 24
5.2 Simulation Results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
5.2.1 The Examples of Higher-rank Cases . . . . . . . . . . . . . . . . 25
5.2.2 The Energy Harvesting Performance Via SDR for (P1) . . . . . . 27
5.2.3 The Energy Harvesting Performance Via SDR for (P2) . . . . . . 29
5.2.4 The Harvest Performance Using Different PAPCs, M = 4 . . . . . 31
5.2.5 The Harvest Performance Using Different PAPCs, M = 12 . . . . 32
5.2.6 The Power Allocation among All Transmit Antennas . . . . . . . 33
5.2.7 The Peak Transmitted Power Using SPC, Pm = 1 . . . . . . . . . 36
5.2.8 The Peak Transmitted Power Using PAPCs, Pm = 1/2 . . . . . . . 36
5.2.9 The Peak Transmitted Power Using PAPCs, Pm = 1/4 . . . . . . . 37
5.2.10 The Peak Transmitted Power Using SPC/PAPCs, M = 12 . . . . . 38
6 Conclusions and future work 39
Appendix 41
Bibliography 46
dc.language.isoen
dc.title併行無線資訊與能量傳遞系統在多使用者多輸入單輸出考慮個別天線功率限制之波束成型設計zh_TW
dc.titleBeamforming Design for Per-Antenna Power Constraints in Multiuser MISO Simultaneous Wireless Information and Power Transfer Systemen
dc.typeThesis
dc.date.schoolyear106-2
dc.description.degree碩士
dc.contributor.oralexamcommittee馮世邁(See-May Phoong),林士駿(Shih-Chun Lin)
dc.subject.keyword併行無線資訊與能量傳輸,能量採集,波束成型,半正定放寬,個別天線功率限制,服務品質,zh_TW
dc.subject.keywordSimultaneous wireless information and power transfer (SWIPT),energy harvesting,beamforming,semidefinite relaxation (SDR),per-antenna power constraints (PAPCs),quality of service (QoS),en
dc.relation.page47
dc.identifier.doi10.6342/NTU201800735
dc.rights.note未授權
dc.date.accepted2018-07-04
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
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