I-Talk: Reliable and Practical Superimposed Signal Decoding Without Power Control

被引:4
作者
Cui, Wen [1 ]
Liu, Chen [1 ,2 ]
Yang, Wenjun [1 ]
Cai, Lin [1 ]
机构
[1] Univ Victoria, Dept Elect & Comp Engn, Victoria, BC V8P 5C2, Canada
[2] Northwest Univ, Dept Informat Sci & Technol, Xian 710127, Peoples R China
基金
加拿大自然科学与工程研究理事会;
关键词
Wireless communication; spectrum efficiency; superimposed signals; NONORTHOGONAL MULTIPLE-ACCESS; PHASE NOISE; NETWORK; INTERNET; DESIGN;
D O I
10.1109/TWC.2021.3057864
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Internet-of-Things (IoT) is emerging, while the spectrum is at a premium. To enhance spectrum efficiency, a promising solution is Non-Orthogonal Multiple Access (NOMA) that enables users to communicate with the same resource at the same time, while decoding the superimposed signal at the receiver. Existing NOMA technologies, however, rely on strict power control to decode the superimposed signal, infeasible for heterogeneous and low-cost IoT devices. In contrast, we propose I-Talk, a new NOMA scheme that is designed for IoT and can decode the superimposed signals from two transmitters without power control. Importantly, considering the IoT systems in the wild, both the hardware imperfections and mobility are unavoidable, which can cause severe signal variations, resulting in an unreliable decoding performance. To solve this problem, we design a synthesis channel coefficient to track all signal offsets caused by the hardware imperfection. Meanwhile, we propose a diversity transmission and smart combining scheme to achieve high reliable decoding performance. To demonstrate the feasibility of this new NOMA approach in practical systems, we implement I-Talk with USRP devices and the experimental results illustrate that I-Talk achieves a one-order lower bit-error-rate and a 1.47x higher throughput gain than the state-of-the-art superimposed signal decoding scheme.
引用
收藏
页码:4269 / 4281
页数:13
相关论文
共 55 条
[1]  
Akyildiz I. F., 2010, WIRELESS SENSOR NETW, P139
[2]   A simple transmit diversity technique for wireless communications [J].
Alamouti, SM .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1998, 16 (08) :1451-1458
[3]  
[Anonymous], 2005, WIRELESS COMMUNICATI
[4]  
[Anonymous], 2020, CISC ANN INT REP 201
[5]  
[Anonymous], 2013, GT36888
[6]  
Benjebbour A, 2015, 2015 INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND MOBILE COMMUNICATIONS (WINCOM), P274
[7]   Opportunistic routing in multi-hop wireless networks [J].
Biswas, S ;
Morris, R .
ACM SIGCOMM COMPUTER COMMUNICATION REVIEW, 2004, 34 (01) :69-74
[8]   Performance Assessment of IEEE 802.11p with an Open Source SDR-Based Prototype [J].
Bloessl, Bastian ;
Segata, Michele ;
Sommer, Christoph ;
Dressler, Falko .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2018, 17 (05) :1162-1175
[9]   The Item Response Theory Model for an AI-based Adaptive Learning System [J].
Cui, Wei ;
Xue, Zhen ;
Shen, Jun ;
Sun, Geng ;
Li, Jianxin .
2019 18TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY BASED HIGHER EDUCATION AND TRAINING (ITHET 2019), 2019,
[10]  
Dai LL, 2015, IEEE COMMUN MAG, V53, P74, DOI 10.1109/MCOM.2015.7263349