Wireless Channel Modeling Perspectives for Ultra-Reliable Communications

被引:35
作者
Eggers, Patrick C. F. [1 ]
Angjelichinoski, Marko [1 ,2 ]
Popovski, Petar [1 ]
机构
[1] Aalborg Univ, Dept Elect Syst, DK-9220 Aalborg, Denmark
[2] Duke Univ, Dept Elect & Comp Engn, Durham, NC 27708 USA
基金
欧洲研究理事会;
关键词
Ultra-reliable communications; ultra-reliable low latency communication (URLLC); 5G; wireless channel models; fading; diversity; probability tail approximations; rare event statistics;
D O I
10.1109/TWC.2019.2901788
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
Ultra-reliable communication (URC) is one of the distinctive features of the upcoming 5G wireless communication, characterized by packet error rates going down to 10(-9). In this paper, we analyze the tail of the cumulative distribution function of block fading channels in the regime of extremely rare events, i.e., the ultra-reliable (UR) regime of operation. Our main contribution consists of providing a unified framework for statistical description of wide range of practically important wireless channel models in the UR regime of operation. Specifically, we show that the wireless channel behavior in this regime can be approximated by a simple power law expression, whose exponent and offset depend on the actual channel model. The unification provides a channel-agnostic tool for analyzing and performance optimization of radio systems that operate in the UR regime. Furthermore, the unified model is particularly useful in the emerging measurement campaigns for empirical characterization of wireless channels in the regime of low outages. Finally, the asymptotic analysis can serve as an underlying building block for designing more elaborate, higher-layer technologies for URC. We showcase this by applying the power law results to analyze the performance of receiver diversity schemes and obtain a new simplified expression for maximum ratio combining.
引用
收藏
页码:2229 / 2243
页数:15
相关论文
共 34 条
[1]  
Andersen J. B., 2002, P COST273 3 MAN COMM, P17
[2]  
Andrs S., 2011, Acta Univ. Sapientiae Math, V3, P60
[3]  
Angjelichinoski M., 2018, STAT LEARNING APPROA
[4]  
[Anonymous], 2017, 38913 TR 3GPP
[5]  
[Anonymous], 2005, ser. Wiley Series in Telecommunications and Signal Processing
[6]  
[Anonymous], 1958, P S STAT METH RAD WA, DOI DOI 10.1016/B978-0-08-009306-2.50005-4
[7]  
[Anonymous], 2014, 145005 TS ETSI
[8]  
[Anonymous], 2018, NTT DOCOMO TECH J
[9]   A very tight approximate results of MRC receivers over independent Weibull fading channels [J].
Bessate, Abdelmajid ;
El Bouanani, Faissal .
PHYSICAL COMMUNICATION, 2016, 21 :30-40
[10]   On the Second-Order Statistics of Correlated Cascaded Rayleigh Fading Channels [J].
Chau, Yawgeng A. ;
Huang, Karl Y-T .
INTERNATIONAL JOURNAL OF ANTENNAS AND PROPAGATION, 2012, 2012