Age of Information Based Statistical Delay-Bounded QoS Provisioning Over Multimedia Mobile Wireless Networks

被引:1
|
作者
Zhang, Xi [1 ]
Zhu, Qixuan [1 ]
Poor, H. Vincent [2 ]
机构
[1] Texas A&M Univ, Dept Elect & Comp Engn, Networking & Informat Syst Lab, College Stn, TX 77843 USA
[2] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
来源
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM) | 2020年
基金
美国国家科学基金会;
关键词
Age of information (AoI); statistical delay-bounded quality-of-service (QoS); statistical-hounded AoI; multimedia wireless networks; age threshold; effective capacity; SERVICE GUARANTEES; MAC PROTOCOLS; QUALITY;
D O I
10.1109/GLOBECOM42002.2020.9322503
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Time-sensitive multimedia services and applications aim at satisfying users' stringent requirements on the delay-bounded quality-of-service (QoS). The statistical delay-hounded QoS provisioning theory has been developed to guarantee a given delay-hound with a small violation probability in multimedia wireless networks. The age of information (AoI) theory characterizes the freshness of information, which is the time-difference between the current time and the time-stamp of the latest observation, and thus, is another important theory to analyze the information latency in multimedia wireless networks. This paper proposes to integrate the statistical delay-bounded QoS provisioning theory with the age of information theory to investigate information latency and to improve the delay-bounded QoS performance over a stationary and ergodic first-come-first-serve M/M/1 channel in multimedia wireless networks. First, we define an AoI-exponent to measure the decaying rate of the violation probability for the maximum allowed AoI and characterize the relationship between the key parameter QoS-exponent in statistical delay-bounded QoS provisioning theory and the AoI-exponent in AoI theory. Second, we also derive a closed form expression of the AoI-based effective capacity, as a function of both the QoS-exponent and the AoI-exponent, to measure the optimal constant information updating rate for a given service process to support the statistical-bounded AoI guarantee. Third, we jointly optimize the statistical delay-bounded QoS and statistical upper-bounded AoI schemes. Finally, we validate and evaluate AoI based statistical delay-hounded QoS provisioning schemes over multimedia mobile wireless networks through numerical analyses.
引用
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页数:6
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