研究生: |
陳又豪 Chen, Yu-Hao |
---|---|
論文名稱: |
對具全雙工的D2D通訊之兩階段功率分配最佳化方法 Two-Stage Optimization of Power Allocation for D2D Communication with Full-duplex Support |
指導教授: |
高榮駿
Kao, Jung-Chun |
口試委員: |
楊舜仁
Yang, Shun-Ren 趙禧綠 Chao, Hsi-Lu |
學位類別: |
碩士 Master |
系所名稱: |
電機資訊學院 - 通訊工程研究所 Communications Engineering |
論文出版年: | 2019 |
畢業學年度: | 107 |
語文別: | 英文 |
論文頁數: | 46 |
中文關鍵詞: | 裝置對裝置通訊 、全雙工 、能源效率 、中繼 |
外文關鍵詞: | D2D, Full-duplex, Energy efficiency, Relay |
相關次數: | 點閱:1 下載:0 |
分享至: |
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
在裝置對裝置通訊(Device-to-Device communications)的系統中,D2D pairs能夠與CUE(cellular user equipment)同時共用一段頻譜資源,並且D2D pair的傳輸不須透過基地台(Base Station, BS)即可直接通訊,如此一來能提高通訊系統的頻譜使用效率、服務裝置數量,然而共用頻譜資源的裝置會彼此干擾,因此在頻譜資源與傳輸功率的分配上必須加以監控,才能建立穩定良好的通訊。DD2D的裝置通常是無線且具移動性,因此D2D的傳送端與接收端的距離也會隨之改變,而距離的遠近也時常會對通道增益的強弱造成影響。本篇論文將探討在滿足CUE的最小速率要求之下,針對不同距離的D2D提出的功率分配的方法,讓所有裝置可以達成穩定的傳輸。針對距離較短的D2D們,我們讓他們已全雙工的方式傳送,並設法讓達成最大的能源效率,本問題是一個分式非線性問題,現有方法難以直接算出最佳解,所以我們利用Dinkelbach’s method搭配迭代法,並且在每一次迭代中把問題連續近似成凹函數優化(Convex Optimization)問題。而對於距離較長的D2D們,我們則讓他們尋找一個相鄰的CUE當作中繼點,讓此CUE幫忙轉送資料,使得連線可以順利建立,同時最大化D2D的傳送速率。根據實驗的結果,我們的方法能夠使短距離的D2D在能源效率上表現良好,在長距離的D2D傳輸速率表現上,也優秀於不經CUE轉送的方式。
In future 5G network, the number of devices is expected to get an explosivegrowth. D2D (Device-to-Device) communication is regarded as an important tech-nique to support 5G. It allows D2D pair to reuse cellular user equipment’s (CUE)resource block (RB) and transmit data in the same time, spectral efficiency willget increased. However, the devices reuse same RB will cause interference toeach other. Therefore, the power allocation strategy is very important for D2Dcommunication.In this thesis, we assume that the distance between D2D transmitter and re-ceiver may be different. We divide D2D pairs into two categories: short-distanceand long-distance. For short-distance D2D pairs, we let them communicate di-rectly then try to maximize energy efficiency (EE). For long-distance D2D pairs,they may not be able to build a stable connection due to bad channel condition.Therefore we let them find a CUE as a relay to transmit data from D2D pairsand try to maximize the data rate of D2D pairs. Simulation results show that ourmethod can achieve good EE for short-distance D2D pairs. For long-distance D2Dpairs, data rate through CUE assisted performs better than transmit directly.
[1] A. Osseiran, F. Boccardi, V. Braun, K. Kusume, P. Marsch, M. Maternia,
O. Queseth, M. Schellmann, H. Schotten, H. Taoka, et al., \Scenarios for 5g
mobile and wireless communications: The vision of the metis project," IEEE
communications magazine, vol. 52, no. 5, pp. 26{35, 2014.
[2] T. Riihonen, S. Werner, and R. Wichman, \Hybrid full-duplex/half-duplex
relaying with transmit power adaptation," IEEE Transactions on Wireless
Communications, vol. 10, no. 9, pp. 3074-3085, 2011.
[3] E. Everett, A. Sahai, and A. Sabharwal, \Passive self-interference suppression
for full-duplex infrastructure nodes," IEEE Transactions on Wireless
Communications, vol. 13, no. 2, pp. 680-694, 2014.
[4] F. Hajiaghajani, R. Davoudi, and M. Rasti, \A joint channel and power
allocation scheme for device-to-device communications underlaying uplink
cellular networks," in 2016 IEEE Conference on Computer Communications
Workshops (INFOCOM WKSHPS), IEEE, Apr. 2016, pp. 768-773.
[5] Y. Cheng, F.Wu, X. Huang, and S. Leng, \A minimum data-rate guaranteed
joint resource allocation scheme for d2d communication system," in 2017
IEEE/CIC International Conference on Communications in China (ICCC),
IEEE, 2017, pp. 1-6.
[6] S.-H. Lin, \Two-stage resource sharing optimization for d2d communication
underlying cellular networks," Master's thesis, National Tsing Hua University,
Jul. 2017.
[7] C.-Y. Chi, W.-C. Li, and C.-H. Lin, Convex optimization for signal process-
ing and communications: from fundamentals to applications. CRC Press,
Feb. 2017.
[8] D. Wen, G. Yu, and L. Xu, \Energy-ecient mode selection and power
control for device-to-device communications," in 2016 IEEE Wireless Com-
munications and Networking Conference (WCNC), IEEE, Apr. 2016, pp. 1-7.
[9] F. Idris, J. Tang, and D. K. So, \Resource and energy ecient device to
device communications in downlink cellular system," in 2018 IEEE Wireless
Communications and Networking Conference (WCNC), IEEE, 2018, pp. 1-6.
[10] D. Feng, G. Yu, C. Xiong, Y. Yuan-Wu, G. Y. Li, G. Feng, and S. Li,
\Mode switching for energy-ecient device-to-device communications in cellular
networks," IEEE Transactions on Wireless Communications, vol. 14,
no. 12, pp. 6993-7003, 2015.
[11] Z. Fan, X. Gu, S. Nie, and M. Chen, \D2d power control based on supervised
and unsupervised learning," in 2017 3rd IEEE International Conference on
Computer and Communications (ICCC), IEEE, 2017, pp. 558-563.
[12] Y.-F. Hsiao, \Energy eciency optimization for underlay d2d communications
with machine learning assistance," Master's thesis, National Tsing Hua
University, Jul. 2018.
[13] B. Zuo, L. Jiang, C. He, and Z. Lian, \Power allocation optimization for
full-duplex d2d communications underlaying cellular networks," in 2016 In-
ternational Conference on Networking and Network Applications (NaNA),
IEEE, 2016, pp. 103-108.
[14] K. T. Hemachandra and A. O. Fapojuwo, \Power control schemes for fullduplex
device-to-device networks underlaying a primary full-duplex network,"
in 2017 IEEE 30th Canadian Conference on Electrical and Computer
Engineering (CCECE), IEEE, 2017, pp. 1-4.
[15] J. Ding, L. Jiang, and C. He, \Energy-ecient power control for underlaying
full-duplex device-to-device communications," in 2017 Asia Modelling
Symposium (AMS), IEEE, 2017, pp. 155-160.
[16] W.-Y. Shen and K.-H. Liu, \Ecient relay selection in multi-source cooperative
networks," in 2013 Computing, Communications and IT Applications
Conference (ComComAp), IEEE, 2013, pp. 175-179.
[17] B. Ma, H. Shah-Mansouri, and V. W. Wong, \A matching approach for
power ecient relay selection in full duplex d2d networks," in 2016 IEEE
International Conference on Communications (ICC), IEEE, 2016, pp. 1-6.
[18] L. Liu, Y. Zhang, S. Liu, and Z. Zhang, \Power allocation optimization for
d2d communication underlaying cognitive full duplex relay networks," 2015.
[19] B. P. Day, A. R. Margetts, D. W. Bliss, and P. Schniter, \Full-duplex bidirectional
mimo: Achievable rates under limited dynamic range," IEEE Trans-
actions on Signal Processing, vol. 60, no. 7, pp. 3702-3713, 2012.
[20] W. Dinkelbach, \On nonlinear fractional programming," Management sci-
ence, vol. 13, no. 7, pp. 492-498, Mar. 1967.
[21] H. H. Kha, H. D. Tuan, and H. H. Nguyen, \Fast global optimal power allocation
in wireless networks by local dc programming," IEEE Transactions
on Wireless Communications, vol. 11, no. 2, pp. 510-515, 2011.
[22] M. Grant and S. Boyd, CVX: Matlab software for disciplined convex pro-
gramming, version 2.1, http://cvxr.com/cvx, Dec. 2017.
[23] M. Klugel and W. Kellerer, \Determining frequency reuse feasibility in
device-to-device cellular networks," in 2015 IEEE 26th Annual Interna-
tional Symposium on Personal, Indoor, and Mobile Radio Communications
(PIMRC), IEEE, Aug. 2015, pp. 1503-1508.