A New Dynamic Optimal M2M RF Interface Setting in Relay Selection Algorithm (DORSA) for IoT Applications

被引:5
作者
Ghasri, Monireh Allah Gholi [1 ]
Hemmatyar, Ali Mohammad Afshin [1 ]
机构
[1] Sharif Univ Technol, Dept Comp Engn, Tehran 1458889694, Iran
关键词
Radio frequency; Relays; Heuristic algorithms; Machine-to-machine communications; Standards; Internet of Things; Bipartite graph; Machine-to-machine (M2M) communications; the Internet of Things (IoT); relay selection; dynamic RF interface setting; multiple RF interfaces; optimization algorithm; RESOURCE-ALLOCATION; HUNGARIAN METHOD; NETWORKS; INTERNET;
D O I
10.1109/ACCESS.2022.3140746
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Machine-to-Machine (M2M) communication is an important type of communication in the Internet-of-Things (IoT). How to send data in these high-density communications using relay selection can help improve the performance of this type of communication in various applications. In addition, the possibility of simultaneous use of different Radio Frequency (RF) interfaces helps to use the spectrum more efficiently. In this work, we try to further use machine communication RF equipment and improve the average data rate of networks in some applications such as the IoT, which have their own bandwidth requirements. Therefore, we provide an optimization algorithm for relay selection as well as the simultaneous and dynamic multiple M2M RF interface setting that is called Dynamic Optimal Relay Selection and RF interfaces Setting Algorithm (DORSA). The simulation results show that the average data rate of DORSA with three interfaces (DORSA_W-B-Z) can be improved up to 10% compared to the existing methods such as optimal direct transmission and relay selection algorithms with static RF interface setting.
引用
收藏
页码:5327 / 5342
页数:16
相关论文
共 25 条
  • [1] Alizadeh A., 2011, 2011 Wireless Advanced (WiAd 2011), P101, DOI 10.1109/WiAd.2011.5983294
  • [2] [Anonymous], 2011, IEEE INT C COMMUNICA
  • [3] Cooperative communications using relay nodes for next-generation wireless networks with optimal selection techniques: A review
    Asshad, Muhammad
    Khan, Sajjad Ahmad
    Kavak, Adnan
    Kucuk, Kerem
    Msongaleli, Dawson Ladislaus
    [J]. IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2019, 14 (05) : 658 - 669
  • [4] Berg J. A., 2019, THESIS U OSLO OSLO
  • [5] Boswarthick D., 2012, M2M Communications: A Systems Approach
  • [6] Chithra R., 2016, THESIS TRIER U TRIER
  • [7] Heterogeneous wireless networks with mobile devices of multiple interfaces for simultaneous connections using Fuzzy System
    de Sarges Cardoso, Jorge Amaro
    Ferreira da Silva, Fabio Pereira
    de Carvalho, Tassio Costa
    Henrique Ferreira Junior, Jose Jailton
    Vijaykumar, Nandamudi Lankalapalli
    Lisboa Frances, Carlos Renato
    [J]. PLOS ONE, 2021, 16 (02):
  • [8] The k-cardinality assignment problem
    DellAmico, M
    Martello, S
    [J]. DISCRETE APPLIED MATHEMATICS, 1997, 76 (1-3) : 103 - 121
  • [9] Resource Allocation and Inter-Cell Interference Management for Dual-Access Small Cells
    Elsherif, Ahmed R.
    Chen, Wei-Peng
    Ito, Akira
    Ding, Zhi
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2015, 33 (06) : 1082 - 1096
  • [10] LTE or WiFi? Client-Side Internet Link Selection for Smartphones
    Foremski, Pawel
    Grochla, Krzysztof
    [J]. COMPUTER NETWORKS, CN 2015, 2015, 522 : 43 - 53