On-Time Communications Over Fading Channels

被引:2
|
作者
Li, Yan [1 ]
Dong, Yunquan [1 ,2 ]
Wang, Jian [3 ,4 ]
Shim, Byonghyo [5 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Sch Elect & Informat Engn, Nanjing 210044, Peoples R China
[2] Anhui Jianzhu Univ, Sch Elect & Informat Engn, Hefei 230009, Peoples R China
[3] Fudan Univ, Sch Data Sci, Shanghai 200433, Peoples R China
[4] Seoul Natl Univ, Inst New Media & Commun, Seoul 151742, South Korea
[5] Seoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
基金
中国国家自然科学基金;
关键词
Delays; Fading channels; Wireless communication; 5G mobile communication; Ultra reliable low latency communication; Wireless sensor networks; Scheduling algorithms; Information freshness; On-time communications; on-time reception rate; packet scheduling; LOW-LATENCY COMMUNICATIONS; INFORMATION; AGE; THROUGHPUT; NETWORKS;
D O I
10.1109/TVT.2023.3303570
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
We consider the on-time transmissions of a sequence of packets over a fading channel. Different from traditional in-time communications, we investigate how many packets can be received delta -on-time, meaning that the packet is received around an expected slot with a deviation no larger than delta slots. In this framework, we first derive the on-time reception rate of the random transmission scheme when no packet-controlling is used. Our analytical and simulation results show that the on-time reception rate of random transmissions decreases (to zero) with the sequence length. To improve the on-time reception rate, we further propose to schedule the packets by delaying, dropping, or repeating the transmissions. Specifically, we model the packet scheduling problem as a Markov decision process (MDP) and then obtain the optimal scheduling policy using an efficient iterative algorithm. By using the optimal packet scheduling, the on-time reception rate converges to a much larger constant, thus ensuring better on-timeliness. Moreover, we show that the on-time reception rate increases if the target reception interval and/or the deviation tolerance delta is increased, or the randomness of the fading channel is reduced. By optimally scheduling the packets and choosing these parameters, therefore, wireless channels will be more suitable for the latency-sensitive applications.
引用
收藏
页码:605 / 619
页数:15
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