| 研究生: |
楊順全 Yang, Shun-Chuan |
|---|---|
| 論文名稱: |
免授權上行鏈路系統採用結合功率域及稀疏碼多重存取技術之研究 Study of Joint Power-Domain and Sparse Code Multiple Access for Uplink Grant-Free Systems |
| 指導教授: |
蘇賜麟
Su, Szu-Lin |
| 學位類別: |
碩士 Master |
| 系所名稱: |
電機資訊學院 - 電腦與通信工程研究所 Institute of Computer & Communication Engineering |
| 論文出版年: | 2020 |
| 畢業學年度: | 108 |
| 語文別: | 中文 |
| 論文頁數: | 52 |
| 中文關鍵詞: | 稀疏碼多重存取 、訊息傳遞演算法 、連續干擾消除 |
| 外文關鍵詞: | SCMA, Uplink Grant-Free, MPA, SIC |
| 相關次數: | 點閱:115 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 |
稀疏碼多重存取(Sparse Code Multiple Access, SCMA)為一種非正交多重存取技術(NOMA),相對正交多重存取技術能提高頻譜效率並提供更多接取資源。雖然目前3GPP第五代行動通訊標準並未採納SCMA技術,但為了滿足大規模機器型通訊(mMTC)及物聯網(IoT)應用需求,仍有眾多文獻研討SCMA相關技術。行動通訊系統之上行鏈路採用免授權(Grant-Free)機制,可大量減少排程的延遲,以達到第五代行動通訊需要高可靠低延遲通訊(uRLLC)應用的需求,也有許多專家學者將免授權上行鏈路採用稀疏碼多重存取系統技術視為未來行動通訊標準選項之一。
本論文即針對基於SCMA的免授權上行鏈路,在已知用戶活動性和通道資訊下,探討其系統設計,尤其一般SCMA接收端採用訊息傳遞演算法(Message Passing Algorithm, MPA)作為多用戶解碼處理技術,系統模擬顯示用戶的多寡對MPA解碼處理效能有顯著影響,因此論文提出整合基於功率域及SCMA之非正交多重存取,其中包含連續干擾消除(Sucessive Interference Cancellation, SIC)解碼技術,以提高多用戶資訊解碼之正確率。
Although not been accepted explicitly by 3GPP current standard, non-orthogonal multiple access (NOMA) technique a promising candidate to improve the spectrum efficiency and provide more access resources for mMTC applications. To support the needed of the scenario in 5G, ultra-reliable and low latency communications (uRLLC) and massive machine type communications (mMTC), uplink grant-free transmission based on SCMA has been proposed. Recently, hybrid power domain sparse code (or joint power and code domain) non-orthogonal multiple access (called PD-SCMA or PSMA) was proposed to further improve the spectrum efficiency. This thesis explore the partial system design for the uplink grant-free multiple access, based on hybrid power domain sparse code non-orthogonal multiple access (PD-SCMA or PSMA), to support low latency (for uRLLC) and provide more access resources (for mMTC or IoT) on uplink. The whole system design includes successive interference cancellation (SIC), multi-user data decoding, power control strategy, and channel coding based on correct codebook (CB) detection, perfect channel state information (CSI).
[1] Saito, Y., Kishiyama, Y., Benjebbour, A., et al.: ‘Non-orthogonal multiple access (NOMA) for cellular future radio access’. 2013 IEEE 77th Vehicular Technology Conf. (VTC Spring), Dresden, 2013, pp. 1–5
[2] H. Nikopour and H. Baligh, “Sparse code multiple access,” in 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Sept 2013, pp. 332-336.
[3] K. Au, L. Zhang, H. Nikopour, E. Yi, A. Bayesteh, U. Vilaipornsawai, J.Ma, and P. Zhu, “Uplink contention based scma for 5g radio access,” in 2014 IEEE Globecom Workshops (GC Wkshps), Dec 2014, pp. 900-905.
[4] M. Moltafet, N. Mokari, M. R. Javan, H. Saeedi, and H. Pishro-Nik, “A new multiple access technique for 5g: Power domain sparse code multiple access (psma),” IEEE Access, vol. 6, pp. 747–759, 2017.
[5] Altera Innovate Asia website, Presentation “1st 5G Algorithm Innovation Competition-ENV1.0-SCMA,”
[6] S. M. R. Islam, N. Avazov, O. A. Dobre, and K.-S. Kwak, ‘‘Power-domain non-orthogonal multiple access (NOMA) in 5G systems: Potentials and challenges,’’ IEEE Commun. Surveys Tuts., vol. 19, no. 2, pp. 721–742, 2nd Quart., 2016
[7] Thabelang Sefako, Tom Walingo, “Biological resource allocation algorithms for heterogeneous uplink PD-SCMA NOMA networks,” IEEE Access, pp. 1–14, 2020.
[8] Gao, Y., Xia, B., Xiao, K., et al.: ‘Theoretical analysis of the dynamic decode ordering SIC receiver for uplink NOMA systems’, IEEE Commun. Lett., 2017, 21, (10), pp. 2246–2249.
[9] S. Sharma, K. Deka, V. Bhatia, and A. Gupta, “Joint power-domain and SCMA-based NOMA system for downlink in 5G and beyond,” IEEE Commun. Lett., vol. 23, no. 6, pp. 971–974, Jun. 2019.
[10] L. Lu, Y. Chen, W. Guo, H. Yang, Y. Wu, S. Xing, "Prototype for 5G new air interface technology SCMA and performance evaluation", China Communications, vol. 12, pp. 38-48, December 2015.
[11] IEEE 802.11n.
[12] 3GPP TR 38.901 V16.1.0 (2019-12)