

FOLLOWUS
DOCOMO Beijing Communications Laboratories Co., Ltd., Beijing 100190, China
Wen-jia LIU, E-mail: liuwj@docomolabs-beijing.com.cn
[ "Xiao-lin HOU, E-mail: hou@docomolabs-beijing.com.cn" ]
[ "Lan CHEN, E-mail: chen@docomolabs-beijing.com.cn" ]
Received:15 January 2017,
Revised:2018-;3-20,
Published:2018-03
Scan QR Code
Wen-jia LIU, Xiao-lin HOU, Lan CHEN. Enhanced uplink non-orthogonal multiple access for 5G and beyond systems[J]. Frontiers of Information Technology & Electronic Engineering, 2018, 19(3): 340-356.
Wen-jia LIU, Xiao-lin HOU, Lan CHEN. Enhanced uplink non-orthogonal multiple access for 5G and beyond systems[J]. Frontiers of Information Technology & Electronic Engineering, 2018, 19(3): 340-356. DOI: 10.1631/FITEE.1700842.
上行非正交多址(NOMA)是一项满足第五代(5G)及未来系统需求的有前景的技术。学术界和工业界提出了各种各样的NOMA方案,然而大部分方案均假设相等平均接收功率,该假设会限制性能。为满足5G系统海量连接与高可靠性需求,本文将不等接收功率看作多址签名的一部分,为上行NOMA系统提出3项增强方案。首先,提出将不等平均接收功率时满足generalized Welch界等式(GWBE)的最优序列,用于上行NOMA。其次,为了在接收端获得更好的串行干扰删除(SIC)性能,提出基于多级平均接收功率的用户分组。最后,为减少组内和组间干扰,提出基于序列互相关性能的序列分组。仿真结果表明,在400%超载因子、固定签名分配的上行NOMA系统中,在0.1块差错率(BLER)时,与现有NOMA方案和正交多址(OMA)相比,结合多级平均接收功率和序列分组的现有NOMA方案可以分别获得3 dB和10 dB的信噪比(SNR)增益;在0.01块差错率时,现有NOMA方案存在错误平台,无法达到该需求,而增强方案可以达到。在随机选择多址签名条件下,多级功率会减小碰撞概率进而提升性能。此外,GWBE序列可以达到比现有序列更低的BLER,且SNR增益在低BLER需求时更加明显。以上结果表明提出的增强方案可以支持更大连接数,达到更高可靠性。
Uplink non-orthogonal multiple access (NOMA) is a promising technique to meet the requirements of the fifth generation (5G) and beyond systems. Various NOMA schemes have been proposed in both academia and industry. However
most existing schemes assume equal average received power
which limits the performance. We propose three enhancements of uplink NOMA to achieve the requirements of massive connectivity and high reliability in 5G
where unequal average received power is exploited as part of the multiple access signature. First
the optimal sequences targeting to generalized Welch-bound equality (GWBE) are obtained for unequal average received power. Then user grouping with multi-level received powers is proposed for better successive interference cancellation (SIC) at the receiver. Finally
sequence grouping based on the cross-correlation properties of sequences is proposed to reduce inter- and intra-group interference. Simulation results show that by incorporating multi-level received powers and sequence grouping into existing NOMA schemes
for an NOMA system with 400% overloading and fixed signature allocation
3 dB and 10 dB signal-to-noise ratio (SNR) gains at 0.1 block error rate (BLER) target can be achieved compared with existing NOMA schemes and orthogonal multiple access (OMA)
respectively. Besides
0.01 BLER target can be achieved while an error floor exists in existing NOMA schemes. Under random sequence selection
collision probability is reduced by multi-level powers. In addition
GWBE sequences achieve lower BLER than existing sequences and the gain is large especially for low BLER requirements. This shows that the proposed scheme can support larger connectivity and higher reliability.
3GPP . . Physical channels and modulation (Release 11) . . Technical Report, TS-36.211 , , 2012 . . .
3GPP . . Study on downlink multiuser superposition transmission (MUST) for LTE (Release 13) . . Technical Report, TR-36.859. Belgrade, Serbia , , 2015 . . .
3GPP . . Sparse code multiple access (SCMA) for 5G radio transmission . . Technical Report, TR1-162155. Busan, Korea , , 2016a . . .
3GPP . . Candidate new radio multiple access schemes . . Technical Report, TR1-162202. Busan, Korea , , 2016b . . .
3GPP . . Discussion on multiple access for new radio interface . . TR1-162226. Busan, Korea , , 2016c . . .
3GPP . . Candidate solution for new multiple access . . Technical Report, TR1-162306. Busan, Korea , , 2016d . . .
3GPP . . Multiple access schemes for new radio interface . . Technical Report, TR1-162385. Busan, Korea , , 2016e . . .
3GPP . . Considerations on downlink/uplink multiple access for new radio . . Technical Report, TR1-162517. Busan, Korea , , 2016f . . .
3GPP . . Non-orthogonal multiple access candidate for new radio . . Technical Report, TR1-163992. Nanjing, China , , 2016g . . .
3GPP . . Initial link-level simulation results for uplink non-orthogonal multiple access . . Technical Report, TR1-164329. Nanjing, China , , 2016h . . .
3GPP . . Low code rate and signature based multiple access scheme for new radio . . Technical Report, TR1-164869. Nanjing, China , , 2016i . . .
3GPP . . Non-orthogonal multiple access for new radio . . Technical Report, TR1-165019. Nanjing, China , , 2016j . . .
3GPP . . Performance of interleave division multiple access (IDMA) in combination with OFDM family waveforms . . Technical Report, TR1-165021. Nanjing, Chin , , 2016k . . .
3GPP . . On uplink non-orthogonal multiple access schemes . . Technical Report, TR1-166552. Gothenburg, Sweden , , 2016l . . .
3GPP . . Non-orthogonal multiple access scheme based on non-orthogonal coded multiple access . . Technical Report, TR1-166871. Gothenburg, Sweden , , 2016m . . .
3GPP . . Discussion on multiple access for uplink machine type communications . . Technical Report, TR1-167392. Gothenburg, Sweden , , 2016n . . .
3GPP . . New uplink non-orthogonal multiple access schemes for new radio . . Technical Report, TR1-167535. Gothenburg, Sweden , , 2016o . . .
3GPP . . Link-level simulation and preliminary performance comparison of non-orthogonal multiple access schemes . . Technical Report, TR1-1720222. Reno, USA , , 2017a . . .
3GPP . . Study on new radio access technology physical layer aspects (Release 14) . . Technical Report, TR-38.802 , , 2017b . . .
3GPP . . Study on channel model for frequencies from 0.5 to 100 GHz (Release 14) . . Technical Report, TR-38.901 , , 2017c . . .
JG Andrews , , , S Buzzi , , , W Choi , , , 等 . . What will 5G be? . . IEEE J Sel Areas Commun , , 2014 . . 32 ( ( 6 ): ): 1065 - - 1082 . . DOI: 10.1109/JSAC.2014.2328098 http://doi.org/10.1109/JSAC.2014.2328098 . .
S Chen , , , B Ren , , , Q Gao , , , 等 . . Pattern division multiple access—a novel nonorthogonal multiple access for the fifth-generation radio networks . . IEEE Trans Veh Technol , , 2017 . . 66 ( ( 4 ): ): 3185 - - 3196 . . DOI: 10.1109/TVT.2016.2596438 http://doi.org/10.1109/TVT.2016.2596438 . .
X Chen , , , A Benjebbour , , , A Li , , , 等 . . Multi-user proportional fair scheduling for uplink non-orthogonal multiple access (NOMA) . . 79 th IEEE Conf on Vehicular Technology , , 2014 . . p.1 - - 5 . . DOI: 10.1109/VTCSpring.2014.7022998 http://doi.org/10.1109/VTCSpring.2014.7022998 . .
E Dahlman , , , G Mildh , , , S Parkvall , , , 等 . . 5G wireless access: requirements and realization . . IEEE Commun Mag , , 2014 . . 52 ( ( 12 ): ): 42 - - 47 . . DOI: 10.1109/MCOM.2014.6979985 http://doi.org/10.1109/MCOM.2014.6979985 . .
L Dai , , , B Wang , , , Y Yuan , , , 等 . . Non-orthogonal multiple access for 5G: solutions, challenges, opportunities, and future research trends . . IEEE Commun Mag , , 2015 . . 53 ( ( 9 ): ): 74 - - 81 . . DOI: 10.1109/MCOM.2015.7263349 http://doi.org/10.1109/MCOM.2015.7263349 . .
S Datta , , , S Howard , , , D Cochran . . Geometry of the Welch bounds . . Linear Algebra & Its Appl , , 2012 . . 437 ( ( 10 ): ): 2455 - - 2470 . . DOI: 10.1016/j.laa.2012.05.036 http://doi.org/10.1016/j.laa.2012.05.036 . .
IS Dhillon , , , RW Heath , , , MA Sustik , , , 等 . . Generalized finite algorithms for constructing Hermitian matrices with prescribed diagonal and spectrum . . SIAM J Matr Anal Appl , , 2005 . . 27 ( ( 1 ): ): 61 - - 71 . . DOI: 10.1137/S0895479803438183 http://doi.org/10.1137/S0895479803438183 . .
Z Ding , , , F Adachi , , , HV Poor . . The application of MIMO to non-orthogonal multiple access . . IEEE Trans Wirel Commun , , 2016a . . 15 ( ( 1 ): ): 537 - - 552 . . DOI: 10.1109/TWC.2015.2475746 http://doi.org/10.1109/TWC.2015.2475746 . .
Z Ding , , , P Fan , , , HV Poor . . Impact of user pairing on 5G nonorthogonal multiple-access downlink transmissions . . IEEE Trans Veh Technol , , 2016b . . 65 ( ( 8 ): ): 6010 - - 6023 . . DOI: 10.1109/TVT.2015.2480766 http://doi.org/10.1109/TVT.2015.2480766 . .
Y Endo , , , Y Kishiyama , , , K Higuchi . . Uplink nonorthogonal access with MMSE-SIC in the presence of inter-cell interference . . Int Symp on Wireless Communication Systems , , 2012 . . p.261 - - 265 . . DOI: 10.1109/ISWCS.2012.6328370 http://doi.org/10.1109/ISWCS.2012.6328370 . .
T Guess , , , M Varanasi . . Error exponents for maximum-likelihood and successive decoders for the Gaussian CDMA channel . . IEEE Trans Inform Theory , , 2000 . . 46 ( ( 4 ): ): 1683 - - 1691 . . DOI: 10.1109/18.850716 http://doi.org/10.1109/18.850716 . .
SMR Islam , , , N Avazov , , , OA Dobre , , , 等 . . Powerdomain non-orthogonal multiple access (NOMA) in 5G systems: potentials and challenges . . IEEE Commun Surv Tutor , , 2017a . . 19 ( ( 2 ): ): 721 - - 742 . . DOI: 10.1109/COMST.2016.2621116 http://doi.org/10.1109/COMST.2016.2621116 . .
SMR Islam , , , M Zeng , , , OA Dobre . . Non-orthogonal multiple access in 5G systems: exciting possibilities for enhancing spectral efficiency. https://arxiv.org/abs/1706.08215 https://arxiv.org/abs/1706.08215 . . 2017b . . .
ITU-R . . IMT vision—framework and overall objectives of the future development of IMT for 2020 and beyond . . Technical Report , , 2015 . . M.2083-0 . .
A Li , , , X Chen , , , H Jiang . . Contention based uplink transmission with non-orthogonal multiple access for latency reduction . . 85 th IEEE Conf on Vehicular Technology , , 2017 . . p.1 - - 6 . . DOI: 10.1109/VTCSpring.2017.8108486 http://doi.org/10.1109/VTCSpring.2017.8108486 . .
L Li , , , A Goldsmith . . Capacity and optimal resource allocation for fading broadcast channels . . I. Ergodic capacity. IEEE Trans Inform Theory , , 2001 . . 47 ( ( 3 ): ): 1083 - - 1102 . . DOI: 10.1109/18.915665 http://doi.org/10.1109/18.915665 . .
JL Massey , , , T Mittelholzer . . Welch's Bound and Sequence Sets for Code-Division Multiple-Access Systems , , : : USA Springer, New York , , 1993 . . .
A Medra , , , TN Davidson . . Flexible codebook design for limited feedback systems via sequential smooth optimization on the Grassmannian manifold . . IEEE Trans Signal Process , , 2014 . . 62 ( ( 5 ): ): 1305 - - 1318 . . DOI: 10.1109/TSP.2014.2301137 http://doi.org/10.1109/TSP.2014.2301137 . .
S Nagata , , , L Wang , , , K Takeda . . Industry perspectives . . IEEE Wirel Commun , , 2017 . . 24 ( ( 3 ): ): 2 - - 4 . . DOI: 10.1109/MWC.2017.7955902 http://doi.org/10.1109/MWC.2017.7955902 . .
H Nikopour , , , H Baligh . . Sparse code multiple access . . 24 th Int Symp on Personal Indoor and Mobile Radio Communications , , 2013 . . p.332 - - 336 . . DOI: 10.1109/PIMRC.2013.6666156 http://doi.org/10.1109/PIMRC.2013.6666156 . .
A Osseiran , , , F Boccardi , , , V Braun , , , 等 . . Scenarios for 5G mobile and wireless communications: the vision of the METIS project . . IEEE Commun Mag , , 2014 . . 52 ( ( 5 ): ): 26 - - 35 . . DOI: 10.1109/MCOM.2014.6815890 http://doi.org/10.1109/MCOM.2014.6815890 . .
L Ping , , , L Liu , , , K Wu , , , 等 . . Interleave division multiple access . . IEEE Trans Wirel Commun , , 2006 . . 5 ( ( 4 ): ): 938 - - 947 . . DOI: 10.1109/TWC.2006.1618943 http://doi.org/10.1109/TWC.2006.1618943 . .
Y Saito , , , Y Kishiyama , , , A Benjebbour , , , 等 . . Nonorthogonal multiple access (NOMA) for cellular future radio access . . 77 th IEEE Conf on Vehicular Technology , , 2013 . . p.1 - - 5 . . DOI: 10.1109/VTCSpring.2013.6692652 http://doi.org/10.1109/VTCSpring.2013.6692652 . .
C She , , , C Yang , , , TQS Quek . . Radio resource management for ultra-reliable and low-latency communications . . IEEE Commun Mag , , 2017 . . 55 ( ( 6 ): ): 72 - - 78 . . DOI: 10.1109/MCOM.2017.1601092 http://doi.org/10.1109/MCOM.2017.1601092 . .
Q Sun , , , S Han , , , I Chin-Lin , , , 等 . . On the ergodic capacity of MIMO NOMA systems . . IEEE Wirel Commun Lett , , 2015 . . 4 ( ( 4 ): ): 405 - - 408 . . DOI: 10.1109/LWC.2015.2426709 http://doi.org/10.1109/LWC.2015.2426709 . .
M Taherzadeh , , , H Nikopour , , , A Bayesteh , , , 等 . . Sparse code multiple access codebook design . . 80 th IEEE Conf on Vehicular Technology , , 2014 . . p.1 - - 5 . . DOI: 10.1109/VTCFall.2014.6966170 http://doi.org/10.1109/VTCFall.2014.6966170 . .
CF Teng , , , CC Liao , , , HY Cheng , , , 等 . . Reliable compressive sensing (CS)-based multi-user detection with power-based Zadoff-Chu sequence design . . IEEE Int Workshop on Signal Processing Systems , , 2017 . . p.1 - - 5 . . DOI: 10.1109/SiPS.2017.8110015 http://doi.org/10.1109/SiPS.2017.8110015 . .
D Tse , , , P Viswanath . . Fundamentals of Wireless Communication , , : : Cambridge, UK Cambridge University Press , , 2015 . . DOI: 10.1017/CBO9780511807213 http://doi.org/10.1017/CBO9780511807213 . .
P Viswanath , , , V Anantharam . . Optimal sequences and sum capacity of synchronous CDMA systems . . IEEE Trans Inform Theory , , 1999 . . 45 ( ( 6 ): ): 1984 - - 1991 . . DOI: 10.1109/18.782121 http://doi.org/10.1109/18.782121 . .
P Viswanath , , , V Anantharam , , , D Tse . . Optimal sequences, power control, and user capacity of synchronous CDMA systems with linear MMSE multi-user receivers . . IEEE Trans Inform Theory , , 1999 . . 45 ( ( 6 ): ): 1968 - - 1983 . . DOI: 10.1109/18.782119 http://doi.org/10.1109/18.782119 . .
C Wang , , , Y Chen , , , Y Wu , , , 等 . . Performance evaluation of grant-free transmission for uplink URLLC services . . 85 th IEEE Conf on Vehicular Technology , , 2017 . . p.1 - - 6 . . DOI: 10.1109/VTCSpring.2017.8108593 http://doi.org/10.1109/VTCSpring.2017.8108593 . .
L Welch . . Lower bounds on the maximum cross correlation of signals (Corresp) . . IEEE Trans Inform Theory , , 1974 . . 20 ( ( 3 ): ): 397 - - 399 . . DOI: 10.1109/TIT.1974.1055219 http://doi.org/10.1109/TIT.1974.1055219 . .
Y Wu , , , S Zhang , , , Y Chen . . Iterative multiuser receiver in sparse code multiple access systems . . IEEE Int Conf on Communications , , 2015 . . p.2918 - - 2923 . . DOI: 10.1109/ICC.2015.7248770 http://doi.org/10.1109/ICC.2015.7248770 . .
Z Yuan , , , G Yu , , , W Li , , , 等 . . Multi-user shared access for Internet of Things . . 83 rd IEEE Conf on Vehicular Technology , , 2016 . . p.1 - - 5 . . DOI: 10.1109/VTCSpring.2016.7504361 http://doi.org/10.1109/VTCSpring.2016.7504361 . .
M Zeng , , , A Yadav , , , OA Dobre , , , 等 . . Capacity comparison between MIMO-NOMA and MIMO-OMA with multiple users in a cluster . . IEEE J Sel Areas Commun , , 2017a . . 35 ( ( 10 ): ): 2413 - - 2424 . . DOI: 10.1109/JSAC.2017.2725879 http://doi.org/10.1109/JSAC.2017.2725879 . .
M Zeng , , , A Yadav , , , OA Dobre , , , 等 . . On the sum rate of MIMO-NOMA and MIMO-OMA systems . . IEEE Wirel Commun Lett , , 2017b . . 6 ( ( 4 ): ): 534 - - 537 . . DOI: 10.1109/LWC.2017.2712149 http://doi.org/10.1109/LWC.2017.2712149 . .
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621