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作者(中文):鮑榆昇
作者(外文):Pao, Yu-Sheng
論文名稱(中文):一種針對列表型極化碼所提出的提早終止解碼架構
論文名稱(外文):An Early Termination Scheme for SCL-based Polar Decoder
指導教授(中文):翁詠祿
指導教授(外文):Ueng, Yeong-Luh
口試委員(中文):李晃昌
王忠炫
口試委員(外文):Lee, Huang-Chang
Wang, Chung-Hsuan
學位類別:碩士
校院名稱:國立清華大學
系所名稱:電機工程學系
學號:104061549
出版年(民國):107
畢業學年度:107
語文別:英文
論文頁數:54
中文關鍵詞:極化碼提早終止解碼奇偶檢查碼逐次解碼演算法
外文關鍵詞:Polar_CodesEarly_TerminationParity_Check_BitSequential_Decoding
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能夠達到薛農極限 (Shannon Limit) 的編碼技術首次在2008年,由土耳其畢爾肯大學的Arikan教授提出。其建構的核心為通道極化現象,因此稱為極化碼。目前極化碼的解碼演算法,大致分為兩類,一類是逐次消去演算法,另一類是置信度傳播演算法。
往後對於解碼演算法的研究,都是基於這兩類作為延伸,而有SCAN、SCL、CA-SCL演算法等等。
極化碼近期已經被第三代合作夥伴計畫 (3GPP) 採用為第五代行動通訊 (5G) 增強移動寬帶情境下,上行以及下行傳輸的控制信道編碼。3GPP的技術文獻中指出,為了減少解碼時間的延遲及功率消耗,提早終止解碼 (Early Termination) 應該被支援在極化碼的解碼程序中。目前,提早終止解碼的演算法主要分為兩大類別 : 路徑計量值演算法、輔助位元演算法。本論文提出一新式分散奇偶檢查極化碼。我們利用華為 (Huawei) 所提出的獨立通道極化權重,去決定額外檢核點的數量。此外,為了讓解碼器能夠盡早遇到奇偶檢查碼,我們將奇偶檢查碼的位置盡量往前移動。在這個情境下,我們預期可以節省更高的比例複雜度。此技術減少了80\%檢查點數量以及提升40%到50%提早終止解碼比率。
Polar Code has been recently adopted as channel
coding scheme for uplink and downlink channel in 5G (5th
generation) eMBB (enhanced mobile broadband) scenario. In
order to reduce decoding latency and power consumption, ET
(early termination) should be used in the decoding of the Polar
Codes.
Two general categories of the ET algorithms are path-
metric-based and assistant-bit-based. In this work, a novel early termination scheme for list-based polar decoder belongs to assistant-bit-based is proposed. Firstly, we use channel independent polarization weight proposed by Huawei to decide the total number of additional check points which is needed to check. After deciding these positions of the check points, we put parity check bits forwardly so that the decoder can meet these bits as early as possible.
In that case, a higher complexity reduction can be expected. A
number of 80\% check points are reduced and a 40\%-50\% ET
gain are achieved.
1 Introduction . . . . . . . . . . . . . . . . . . . . . . . .. .1
2 Polar Codes . . . . . . . . . . . . . . . . . . . . . . . .. . 3
2.1 Polar encoder . . . . . . . . . . . . . . . . . . . . . . . .3
2.1.1 Channel polarization . . . . . . . . . . . . . . . . . . . 4
2.1.2 Code construction for polar codes . . . . . . . . . . . . 4
2.2 SC-based decoding algorithms . . . . . . . . . . . . . . . . 5
2.2.1 LLR-based successive cancellation list decoder . . . . . . 5
2.2.2 CRC-aided successive cancellation list decoder . . . . . . 8
2.3 Puncturing pattern . . . . . . . . . . . . . . . . . . . . .10
2.4 Reliability of subchannels . . . . . . . . . . . . . . . . .12
2.4.1 Bhattacharyya parameter . . . . . . . . . . . . . . . . . 13
2.4.2 Polarization weight . . . . . . . . . . . . . . . . . . . 14
2.5 Reviews of early termination method . . . . . . . . . . . . 14
3 Early Termination Schemes For SCL-based Polar Decoding Using Parity Check Matrix . . . . . . . . . . . .. . . . . . . . . . .18
3.1 Polar codes using parity check bit and crc . . . . . . . . .19
3.2 Decoding algorithm for early termination . . . . . . . . . .20
3.3 Proposed early termination scheme . . . . . . . . . . . . . 22
3.3.1 Early Termination using additional check points . . . . . 22
3.3.2 Selection of additional check points . . . . . . . . . . .25
3.3.3 Optimization of location of parity check bits . . . . . . 39
3.4 Performance evaluation . . . . . . . . . . . . . . . . . . .44
3.4.1 Definition of performance metric . . . . . . . . . . . . . 44
3.4.2 Simulation results . . . . . . . . . . . . . . . . . . . .46
4 Conclusion . . . . . . . . . . . . . . . . . . . . . . . . . 51
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[6] R1-1715000, MediaTek, Qualcomm, Samsung, ZTE, “Way forward on rate matching for polar coding,” 3GPP TSG RAN WG1 #90, Prague, Czech
Republic, 21th-25th, August 2017.
[7] R1-1705756, NTT DOCOMO, “CRC related design of Polar codes,”
3GPP TSG RAN WG1 #88bis, Spokane, USA, 3rd-7th, April 2017.
[8] R1-1705757, NTT DOCOMO, “Distributed simple parity check Polar
codes,” 3GPP TSG RAN WG1 #88bis, Spokane, USA, 3rd-7th, April
2017.
[9] R1-1712174, Huawei, “Summary of email discussion [NRAH2-11] Polar code sequence,” 3GPP TSG RAN WG1 #90, Prague, Czech Republic,
21th-25th August 2017.
[10] H. Zhang, R. Li, J. Wang, S.C Dai, G.Z Zhang, Y. Chen, H. Luo, J. Wang, “Parity-Check Polar Coding for 5G and Beyond,” IEEE International Conference on Communications, Jan 2018.
[11] X. Liu et al., “β-expansion A Theoretical Framework for Fast and Recursive Construction of Polar Codes,” in Proc IEEE Globecom, Dec 2017.
[12] R1-1709176, Qualcomm Incorporated, “Early Termaintion for Polar
codes,” 3GPP TSG RAN WG1 #89, Hangzhou, China, 15th-19th, May
2017.
[13] R1-1708047, Samsung, “Early Termaintion of polar decoding,” 3GPP TSG RAN WG1 #89, Hangzhou, China, 15th-19th, May 2017.
[14] R1- 1708316, Intel Corporation, “Study of Early Termaintion techniques for Polar code,” 3GPP TSG RAN WG1 #89, Hangzhou, China, 15th-19th, May 2017.
[15] R1-1707686, Coherent Logix Inc, “Early block discrimination with polar codes for DCI blind detection,” 3GPP TSG RAN WG1 #89, Hangzhou,
China, 15th-19th, May 2017.
[16] R1-1704247, Huawei, HiSilicon, “Polar code design,” 3GPP TSG RAN WG1 #89, Hangzhou, China, 15th-19th, May 2017.
[17] R1-1708833, Nokia, Alcatel-Lucent Shanghai Bel, “Design details of distributed CRC,” 3GPP TSG RAN WG1 #89, Hangzhou, China, 15th-19th, May 2017.
[18] R1-1709997, Huawei, HiSilicon, “Early termination for Polar code,” 3GPP TSG RAN WG1 NR Ad-Hoc#2, Qingdao, China, 27th-30th June 2017.
 
 
 
 
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