QoS Provision for Industrial IoT Networking: Multiantenna NOMA Based on Partial CSIT

被引:6
作者
Bing, Li [1 ]
Gu, Yating [1 ]
Hu, Lanke [1 ]
Aulin, Tor [2 ]
Yin, Yue [1 ]
Wang, Jue [3 ]
机构
[1] Northwestern Polytech Univ, Xian 710072, Peoples R China
[2] Chalmers Univ Technol, SE-41296 Gothenburg, Sweden
[3] China Elect Technol Grp Corp, Res Inst 20, Xian 710068, Peoples R China
基金
中国国家自然科学基金;
关键词
Continuous phase modulation; industrial Internet of Things (IIoT); multiantenna; noncoherent transmission; nonorthogonal multiple access (NOMA); quality of service (QoS); MULTIPLE-ACCESS; MASSIVE MIMO; CHANNEL ESTIMATION;
D O I
10.1109/TII.2024.3366222
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The acquisition of small-scale fading is essential but challenging in industrial Internet of Things (IIoT). This article concerns with the quality of service (QoS) provision for IIoT uplink networking, in terms of reliability, latency, and connectivity without resorting to small-scale fading. To this end, a scheme based on multiantenna nonorthogonal multiple access (mNOMA) technique is proposed. Different from existing setups, the proposed system is designed to work in overloaded regime where the number of devices K significantly outnumbers N-r, the antennas equipped by the access point, i.e., K >> N, such that concurrent massive connectivity is enabled using off-the-shelf equipment. The design starts with the development of asymptotic performance analysis in terms of signal to interference-plus-noise ratio, where a closed-form expression is obtained taking massive connectivity, finite blocklength, and code rate into consideration jointly. The analysis implies the possibility of QoS provision without estimating small-scale fading at transmitter side. Then the insight is leveraged to develop mNOMA with special focus on minimum shift keying type waveform, which is widely adopted in low power wide area IIoT standards including IEEE 802.15 series. Power allocation and code rate adaption are employed to offer QoS guaranteed performance as the blocklength is only 512 bits, whereas dozens of devices simultaneously transmit at block error rate down to $10<^>{-5}$ or even lower, as required by industrial 5.0 and beyond.
引用
收藏
页码:8239 / 8250
页数:12
相关论文
共 35 条
[1]  
Anderson T.A. J. B., 1986, Digital Phase Modulation
[2]  
Bai Y., 2009, RANDOM MATRIX THEORY
[3]  
Bernstein D.S., 2018, SCALAR VECTOR MATRIX, DOI 10.1515/9781400888252
[4]   Design of Autoconfigurable Random Access NOMA for URLLC Industrial IoT Networking [J].
Bing, Li ;
Gu, Yating ;
Aulin, Tor ;
Wang, Jue .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (01) :190-200
[5]   Design and Performance Analysis of Multiuser CPM With Single User Detection [J].
Bing, Li ;
Aulin, Tor ;
Bai, Baoming ;
Zhang, Hailin .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (06) :4032-4044
[6]   A Survey of Network Automation for Industrial Internet-of-Things Toward Industry 5.0 [J].
Chi, Hao Ran ;
Wu, Chung Kit ;
Huang, Nen-Fu ;
Tsang, Kim-Fung ;
Radwan, Ayman .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 19 (02) :2065-2077
[7]   Deep Learning-Based Channel Estimation for Massive MIMO Systems [J].
Chun, Chang-Jae ;
Kang, Jae-Mo ;
Kim, Il-Min .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2019, 8 (04) :1228-1231
[8]   A Guide to the Stochastic Network Calculus [J].
Fidler, Markus ;
Rizk, Amr .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (01) :92-105
[9]   User-Load-Compatible Masking Schemes for Raptor-Like Protograph-Based LDPC Codes in Gaussian Multiple Access Channels [J].
Gao, Na ;
Xu, Yin ;
Huang, Yihang ;
He, Dazhi ;
Hong, Hanjiang ;
Chen, Changwen ;
Zhang, Wenjun .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, 70 (08) :7652-7664
[10]   Nonlinear MIMO for Industrial Internet of Things in Cyber-Physical Systems [J].
Gong, Yi ;
Zhang, Lin ;
Liu, Renping ;
Yu, Keping ;
Srivastava, Gautam .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (08) :5533-5541