Distribution of Age of Information in Status Update Systems With Heterogeneous Information Sources: An Absorbing Markov Chain-Based Approach

被引:9
作者
Akar, Nail [1 ]
Gamgam, Ege Orkun [1 ,2 ]
机构
[1] Bilkent Univ, Dept Elect & Elect Engn, TR-06800 Ankara, Turkiye
[2] ASELSAN Inc, TR-06800 Ankara, Turkiye
关键词
Status update systems; age of information; absorbing Markov chains;
D O I
10.1109/LCOMM.2023.3281695
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this letter, we obtain the exact distributions of the Age of Information (AoI) and Peak AoI (PAoI) in a non-preemptive multi-source status update system for (i) Generate-At-Will (GAW) servers with probabilistic transmissions (ii) Random Arrival with Single Buffer (RA-SB) servers employing probabilistic buffer management, using absorbing Continuous-Time Markov Chains (CTMC). For both servers, the information sources are allowed to have different relative urgencies, phase-type service time distributions, and transmission error probabilities, for the sake of generality. Numerical examples are presented to validate the proposed analytical model.
引用
收藏
页码:2024 / 2028
页数:5
相关论文
共 11 条
[1]  
Abd-Elmagid M.A., 2022, P 20 INT S MOD OPT M
[2]   Closed-Form Characterization of the MGF of AoI in Energy Harvesting Status Update Systems [J].
Abd-Elmagid, Mohamed A. ;
Dhillon, Harpreet S. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2022, 68 (06) :3896-3919
[3]  
Akar N, 2021, Arxiv, DOI arXiv:2110.10992
[4]   On the Age of Information in Status Update Systems With Packet Management [J].
Costa, Maice ;
Codreanu, Marian ;
Ephremides, Anthony .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2016, 62 (04) :1897-1910
[5]   The Multi-Source Probabilistically Preemptive M/PH/1/1 Queue With Packet Errors [J].
Dogan, Ozancan ;
Akar, Nail .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2021, 69 (11) :7297-7308
[6]  
Kaul S., 2011, 2011 8th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON 2011), P350, DOI 10.1109/SAHCN.2011.5984917
[7]   Analysis of an Age-Dependent Stochastic Hybrid System [J].
Maatouk, Ali ;
Assaad, Mohamad ;
Ephremides, Anthony .
2022 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, ISIT, 2022, :150-155
[8]   Moment Generating Function of Age of Information in Multisource M/G/1/1 Queueing Systems [J].
Moltafet, Mohammad ;
Leinonen, Markus ;
Codreanu, Marian .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (10) :6503-6516
[9]   Moment Generating Function of the AoI in a Two-Source System With Packet Management [J].
Moltafet, Mohammad ;
Leinonen, Markus ;
Codreanu, Marian .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2021, 10 (04) :882-886
[10]   The Age of Information in Networks: Moments, Distributions, and Sampling [J].
Yates, Roy D. .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2020, 66 (09) :5712-5728