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Decision-making Mechanism for VLC/RF Networks Based on Spatio-temporal Characteristics
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Bei-chen CHEN, Shuo CHEN, Hong-liang SUN*, Dan LI
Science Technology and Engineering | 2025, 25(3) : 1110 - 1116
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Science Technology and Engineering | 2025, 25(3): 1110-1116
Papers·Electronic and Communicational Technology
Decision-making Mechanism for VLC/RF Networks Based on Spatio-temporal Characteristics
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Bei-chen CHEN, Shuo CHEN, Hong-liang SUN*, Dan LI
Affiliations
  • College of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin 132022, China
Published: 2025-01-28 doi: 10.12404/j.issn.1671-1815.2402869
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Aiming at the problem of frequent switching due to transient link changes in the heterogeneous network of indoor visible light communication (VLC) and radio frequency (RF) communication, a decision-making mechanism based on spatio-temporal characteristics for VLC/RF networks were proposed. Firstly, in the offline sampling stage, the database was constructed by processing and converting feature data such as spatial location, bandwidth, received signal strength, delay and signal-to-noise ratio of indoor grid points into proportional weights in the controller. Then, in the real-time decision-making phase, the terminal feeded the collected feature data back to the controller to determine the location of the user terminal by comparing it with the information in the database of the controller, and the prioritized link of the current location in the database was extracted and connected. Finally, the link decision model was used to derive the network communication index in real time, and the optimal link was solved by aggregating the proportional weights of the links in the database with the network communication index through the decision function, and the communication quality was improved using the resident timer. Simulation results show that the switching algorithm effectively reduces the average number of switching times and switching interruption probability compared with the traditional fuzzy logic switching algorithm and the vertical switching decision algorithm with equivalent signal-to-noise ratio (SNR). The algorithm can realize intelligent management of indoor heterogeneous networks and improve the quality of user experience.

visible light communication  /  heterogeneous network  /  fuzzy system  /  real-time decision making
Bei-chen CHEN, Shuo CHEN, Hong-liang SUN, Dan LI. Decision-making Mechanism for VLC/RF Networks Based on Spatio-temporal Characteristics[J]. Science Technology and Engineering, 2025 , 25 (3) : 1110 -1116 . DOI: 10.12404/j.issn.1671-1815.2402869
Year 2025 volume 25 Issue 3
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doi: 10.12404/j.issn.1671-1815.2402869
  • Receive Date:2024-04-19
  • Online Date:2025-07-29
  • Published:2025-01-28
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  • Received:2024-04-19
  • Revised:2024-07-18
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    College of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin 132022, China
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表12种不同金属材料的力学参数

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Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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