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A new dynamic optimal m2m rf interface setting in relay selection algorithm (dorsa) for iot applications

Ghasri, M. A. G ; Sharif University of Technology | 2022

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  1. Type of Document: Article
  2. DOI: 10.1109/ACCESS.2022.3140746
  3. Publisher: Institute of Electrical and Electronics Engineers Inc , 2022
  4. Abstract:
  5. 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. © 2021 IEEE
  6. Keywords:
  7. Dynamic RF interface setting ; Machine-to-machine (M2M) communications ; Multiple RF interfaces ; Optimization algorithm ; The Internet of Things (IoT) ; Automation ; Heuristic algorithms ; Internet of things ; Machine-to-machine communication ; Optimization ; Bipartite graphs ; Dynamic radio frequency interface setting ; Heuristics algorithm ; Internet-of-thing ; Machine communications ; Machine to machines ; Machine-to-machine (M2M) ; Machine-to-machine (M2M) communication ; Multiple radio frequency interface ; Multiple radios ; Optimization algorithms ; Radiofrequencies ; Relay ; Relay selection ; Radio waves
  8. Source: IEEE Access ; Volume 10 , 2022 , Pages 5327-5342 ; 21693536 (ISSN)
  9. URL: https://pubs.aip.org/aip/pof/article-abstract/34/1/015106/2846173/A-methodology-for-modeling-the-interaction-between?redirectedFrom=fulltext