An Improved Artificial Bee Colony Algorithm in LoRa Wireless Communication System for Efficient Multimedia Transmission
Joint Authors
Song, Yan
Huang, Lidong
Xu, Panfeng
Li, Lili
Song, Min
Long, Yue
Source
International Journal of Digital Multimedia Broadcasting
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-12-03
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Telecommunications Engineering
Electronic engineering
Information Technology and Computer Science
Abstract EN
Video streaming communication networks will be a very important way to send multimedia information anytime and anywhere, and the construction of the network base station which transmits signals is crucial in future.
However, there is a contradiction between the power consumption of LoRa nodes and the real-timeliness of mesh network.
In order to solve the contradiction, this article aims to combine the mesh network of LoRa wireless communication system with an improved artificial bee colony algorithm.
Specifically, an artificial bee colony algorithm, which is based on RBF radial basis neural network trained with random gradient method, is designed.
Simulation results show that the proposed algorithm solves the contradiction between power consumption and real-timeliness effectively.
When using this improved network system structure to send multimedia information, it shows obvious superiority in terms of the high efficiency and real-timeliness of multimedia transmission.
American Psychological Association (APA)
Song, Yan& Huang, Lidong& Xu, Panfeng& Li, Lili& Song, Min& Long, Yue. 2018. An Improved Artificial Bee Colony Algorithm in LoRa Wireless Communication System for Efficient Multimedia Transmission. International Journal of Digital Multimedia Broadcasting،Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1170889
Modern Language Association (MLA)
Song, Yan…[et al.]. An Improved Artificial Bee Colony Algorithm in LoRa Wireless Communication System for Efficient Multimedia Transmission. International Journal of Digital Multimedia Broadcasting No. 2018 (2018), pp.1-9.
https://search.emarefa.net/detail/BIM-1170889
American Medical Association (AMA)
Song, Yan& Huang, Lidong& Xu, Panfeng& Li, Lili& Song, Min& Long, Yue. An Improved Artificial Bee Colony Algorithm in LoRa Wireless Communication System for Efficient Multimedia Transmission. International Journal of Digital Multimedia Broadcasting. 2018. Vol. 2018, no. 2018, pp.1-9.
https://search.emarefa.net/detail/BIM-1170889
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1170889