Optimizing Age of Information in Polar-Coded Status Update System

被引:1
|
作者
Deng, Yajing [1 ]
Wu, Shaohua [2 ,3 ]
You, Junhua [1 ]
Jiao, Jian [2 ,3 ]
Zhang, Ning [4 ]
Zhang, Qinyu [2 ,3 ]
机构
[1] Harbin Inst Technol Shenzhen, Sch Elect & Informat Engn, Shenzhen 518055, Peoples R China
[2] Harbin Inst Technol Shenzhen, Guangdong Prov Key Lab Aerosp Commun & Networking, Shenzhen 518055, Peoples R China
[3] Peng Cheng Lab, Dept Broadband Commun, Shenzhen 518055, Peoples R China
[4] Univ Windsor, Dept Elect & Comp Engn, Windsor, ON N9B 3P4, Canada
关键词
Age of Information (AoI); hybrid automatic repeat request with chase combining (HARQ-CC); hybrid automatic repeat request with incremental redundancy (HARQ-IR); polar codes; INTERNET; DESIGN; THINGS;
D O I
10.1109/JIOT.2023.3290644
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Age of information (AoI) defines the freshness of status update in real-time systems, such as the Industrial Internet of Things (IIoT), and can be affected by delays and transmission error probability. To improve the reliability of data transmissions, the recent AoI works on physical layer considered applying practical coding schemes. Since polar codes can be strictly proved to achieve the channel capacity, this article makes an effort to comprehensively investigate and optimize the AoI performance in a polar-coded status update system. First, we propose a practical code-based status update system that takes full consideration of encoding, transmission, propagation, decoding, and feedback delays in AoI analysis. Then, we analyze and derive the average AoI of the proposed system with various transmission protocols. The simulation results of a polar-coded system validate the theoretical analysis and show that hybrid automatic repeat request (HARQ) achieves better AoI performance than non-HARQ. To optimize AoI in polar-coded status update system, we further improve the designs for HARQ with chase combining (HARQ-CC) and HARQ with incremental redundancy (HARQ-IR), respectively. The design signal-to-noise ratio (SNR), puncturing length of HARQ-CC are optimized by traversal, while the code lengths for each transmission and maximum transmission times of HARQ-IR are optimized by the greedy algorithm. Simulation results show that the proposed HARQ can achieve better average AoI performance than traditional HARQ.
引用
收藏
页码:1285 / 1300
页数:16
相关论文
共 50 条
  • [31] Evaluation of Polar-Coded Noncoherent Acoustic Underwater Communication
    Lidstrom, Viktor
    IEEE JOURNAL OF OCEANIC ENGINEERING, 2023, : 1 - 14
  • [32] Joint Detection and Decoding of Polar-Coded SCMA Systems
    Jing, Shusen
    Yang, Chao
    Yang, Junmei
    You, Xiaohu
    Zhang, Chuan
    2017 9TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2017,
  • [33] A Very Fast Joint Detection for Polar-Coded SCMA
    Na, Dongjun
    Seo, Won-Gi
    Shim, Hongsuk
    Ryu, Kwanwoong
    Choi, Kwonhue
    IEEE ACCESS, 2022, 10 : 38534 - 38544
  • [34] Polar-Coded Modulation Schemes for Multiple-Mode OFDM With Index Modulation System
    Xu, Yun
    Ma, Dingfei
    Fang, Yi
    Lv, Liang
    Zhou, Yu
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 13 (12) : 3668 - 3672
  • [35] Low-Complexity Polar-Coded Iterative OTFS Receiver
    Zhang, Huihou
    Jing, Lianyou
    Zhao, Nan
    He, Chengbing
    Li, Yonghui
    IEEE COMMUNICATIONS LETTERS, 2025, 29 (01) : 60 - 64
  • [36] Multilevel Polar-Coded Modulation: Performance Analysis and Code Construction
    Wu, Bolin
    Niu, Kai
    Dai, Jincheng
    2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2021,
  • [37] Asynchronous multilevel bit-interleaved polar-coded modulation
    Yaoyue Hu
    Zhiwen Pan
    Yongliang Guan
    Science China Information Sciences, 2023, 66
  • [38] BER Performance of the Polar-Coded Underwater Wireless Optical Communication
    Wu, Chen-chen
    He, Ning
    Jiang, Hong-yan
    Deng, Le-kun
    SEVENTH SYMPOSIUM ON NOVEL PHOTOELECTRONIC DETECTION TECHNOLOGY AND APPLICATIONS, 2021, 11763
  • [39] A Study on Iterative Equalization with GaBP and Soft Successive Cancellation List Decoding in a Polar-Coded System
    Fukuda, Kentaro
    Nishimura, Toshihiko
    Ohgane, Takeo
    Ogawa, Yasutaka
    Hagiwara, Junichiro
    2019 22ND INTERNATIONAL SYMPOSIUM ON WIRELESS PERSONAL MULTIMEDIA COMMUNICATIONS (WPMC), 2019,
  • [40] Asynchronous multilevel bit-interleaved polar-coded modulation
    Hu, Yaoyue
    Pan, Zhiwen
    Guan, Yongliang
    SCIENCE CHINA-INFORMATION SCIENCES, 2023, 66 (03)