基于SCMA和卷积编码的联合检测译码算法

doi:10.12305/j.issn.1001-506X.2021.03.31

Abstract

Abstract:

With the increasing number of satellite constellations and satellites, it is urgent to solve the problem of multiple access for a large number of users in satellite tracking, telemetry and command (TTC). Sparse code multiple access (SCMA) technology can carry more users on limited channel resources, which is expected to solve the problem of multiple access of large-scale satellites in TTC. Aiming at the unsatisfactory decoding performance of traditional SCMA decoding method——massage passing algorithm (MPA), a novel joint detection and decoding (JDD) algorithm based on SCMA and convolutional coding is proposed to update multiple rounds of logarithmic likelihood information and provide iteration in probability domain for multi-satellite data crossover, so as to improve the decoding performance of the system. Analysis and simulation results show that the JDD algorithm based on SCMA and convolutional coding can effectively improve the user capacity of the space-based TTC system and the bit error performance of the system under the condition of the moderate algorithm complexity.

Key words: sparse code multiple access (SCMA), convolution coding, exchange of likelihood information, joint detection and decoding (JDD)

CLC Number:

TN914.5

Hongwei ZHAO, Chunyang LIU, Li XU, Xia LUO. Joint detection and decoding algorithm based on SCMA and convolution coding[J]. Systems Engineering and Electronics, 2021, 43(3): 847-853.

Figures/Tables 10

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References 26

1	ANANDAN V K, PRADEEP K C, SATYANARAYANA S N V, et al. Multiple satellite telemetry and tracking system[C]//Proc.of the IEEE Indian Conference on Antennas and Propogation, 2018.
2	蒋罗婷. 国外小卫星测控通信网发展现状和趋势[J]. 电讯技术, 2017, 57 (11): 1341- 1348. doi: 10.3969/j.issn.1001-893x.2017.11.020
	JIANG L T . Development and trends of foreign TT & C and communication networks for small satellites[J]. Telecommunication Engineering, 2017, 57 (11): 1341- 1348. doi: 10.3969/j.issn.1001-893x.2017.11.020
3	蒋怡婷, 朱立东.卫星通信系统中的非正交多址技术[C]//第十五届卫星通信学术年会论文集, 2019: 201-208.
	JIANG Y T, ZHU L D. Non-orthogonal multiple access technology in satellite communication systems[C]//Proc.of the 15th Annual Conference on Satellite Communications, 2019: 201-208.
4	NIKOPOUR H, BALIGH H. Sparse code multiple access[C]//Proc.of the IEEE 24th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, 2013: 332-336.
5	MA X, ZHANG J Y, YU Z Y, et al. A PAPR-reduction SCMA codebook design for satellite communication systems[C]//Proc.of the 11th International Conference on Wireless Communications and Signal Processing, 2019: 1-6.
6	JIANG C X , WANG Y F . An uplink SCMA codebook design combining probabilistic shaping and geometric shaping[J]. IEEE Access, 2020, 8, 76726- 76736. doi: 10.1109/ACCESS.2020.2989448
7	PRABHAVATHI BHAI J, NAIDU RAMA K. SCMA with new codebook design[C]//Proc.of the 9th International Conference on Advances in Computing and Communication, 2019: 169-174.
8	PENG X, PAN Z, LAI K, et al. Low complexity receiver of sparse code multiple access based on dynamic trellis[C]//Proc.of the IET Communications, 2020: 1420-1427.
9	MU H , MA Z , ALHAJI M , et al. A fixed low complexity me-ssage pass algorithm detector for up-link SCMA system[J]. IEEE Wireless Communications Letters, 2017, 4 (6): 585- 588.
10	YANG L , MA X Y , SIU Y M . Low complexity MPA detector based on sphere decoding for SCMA[J]. IEEE Communications Letters, 2017, PP (99): 1- 1.
11	BAYESTEH A, NIKOPOUR H, TAHERZADEH M, et al. Low complexity techniques for SCMA detection[C]//Proc.of the IEEE Globecom Workshops, 2015.
12	王志斌.卷积码译码次优路径算法在第三代移动通信中的应用[D].西安: 西安电子科技大学, 2009.
	WANG Z B. The application of PLVA to the third generation mobile communication system[D]. Xi'an: Xidian University, 2009.
13	FENG S, YANG J, KWON H M. Blind relay network with Viterbi detection[C]//Proc.of the IEEE Military Communications Conference, 2014: 525-530.
14	ZHAO X Y, LI H, WANG X Q. A high performance multi-standard Viterbi decoder[C]//Proc.of the IEEE 7th International Conference on Electronics Information and Emergency Communication, 2017.
15	SILVA B F D , RUYET D L , UCHOA-FILHO B F . Thres-hold-based edge selection MPA for SCMA[J]. IEEE Trans.on Vehicular Technology, 2020, 69 (3): 2957- 2966. doi: 10.1109/TVT.2020.2966333
16	DU Y , DONG B H , CHEN Z , et al. Shuffled multi-user detection schemes for uplink sparse code multiple access systems[J]. IEEE Communications Letters, 2016, 20 (6): 1231- 1234. doi: 10.1109/LCOMM.2016.2551742
17	WEI F , CHEN W . Low complexity iterative receiver design for sparse code multiple access[J]. IEEE Trans.on Communications, 2016, 65 (2): 621- 634.
18	梁燕, 余贝, 童开蒙. 高斯信道下SCMA简易码本设计[J]. 计算机应用研究, 2017, 34 (9): 2744- 2747, 2752. doi: 10.3969/j.issn.1001-3695.2017.09.040
	LIANG Y , YU B , TONG K M . Simple SCMA code book design in AWGN channels[J]. Computer Application Research, 2017, 34 (9): 2744- 2747, 2752. doi: 10.3969/j.issn.1001-3695.2017.09.040
19	PRABHAVATHI B J, RAMA N K. SCMA with new codebook design[C]//Proc.of the 9th International Conference on Advances in Computing and Communication, 2019: 169-174.
20	SUN W C , SU Y C , UENG Y L , et al. An LDPC-coded SCMA receiver with multi-user iterative detection and decoding[J]. IEEE Trans.on Circuits and Systems I: Regular Papers, 2019, 66 (9): 3571- 3584. doi: 10.1109/TCSI.2019.2925826
21	HAN K, ZHANG Z, HU J, et al. A high performance joint detection and decoding scheme for LDPC coded SCMA system[C]//Proc.of the IEEE Globecom Workshops, 2016.
22	ZHOU D, LIU H, WEN K, et al. A novel scheme of polar-coded SCMA OFDM analogue radio-over-fiber for C-RAN optical fronthaul[C]//Proc.of the 6th International Conference on Information Science and Control Engineering, 2019: 974-977.
23	LIANG K, FENG B W, JIAO J, et al. Design on polarization weight-based polar coded SCMA system over fading channels[C]//Proc.of the 90th Vehicular Technology Conference, 2019.
24	ZHANG M C, LI D, YANG Y J. Resource allocation for SCMA based D2D under laid cellular system[C]//Proc.of the 2nd International Conference on Electronics Technology, 2019: 56-60.
25	MIAO J S, HU X J, ZHAO Z M. A low complexity multiuser detection scheme with dynamic factor graph for uplink SCMA systems[C]//Proc.of the IEEE/CIC International Conference on Communications, 2019: 846-851.
26	WU Y Q, ZHANG S Q, CHEN Y, Iterative multiuser receiver in sparse code multiple access system[C]//Proc.of the IEEE International Conference on Communications, 2015: 2918-2923.

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[4]	Zhenzhen YAN, Bo LI, Mao YANG, Zhongjiang YAN. Hybrid non-orthogonal multiple access method based on genetic algorithm [J]. Systems Engineering and Electronics, 2021, 43(3): 832-838.
[5]	Kai SHAO, Juanhong ZHOU, Yan LIANG, Jin DENG. Decoding scheme of SCMA system based on conditional probability selection update [J]. Systems Engineering and Electronics, 2020, 42(8): 1857-1864.
[6]	SHAO Kai, ZHOU Bowen, WANG Guangyu, YU Bei. SCMA codebook optimization method based on phase rotation [J]. Systems Engineering and Electronics, 2018, 40(10): 2354-2362.
[7]	SHAO Kai, YU Bei, WANG Guangyu. Multiuser detection scheme for SCMA with partial extrinsic information transmission [J]. Systems Engineering and Electronics, 2017, 39(10): 2320-2326.

Joint detection and decoding algorithm based on SCMA and convolution coding

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