An Improved Artificial Bee Colony Algorithm in LoRa Wireless Communication System for Efficient Multimedia Transmission

المؤلفون المشاركون

Song, Yan
Huang, Lidong
Xu, Panfeng
Li, Lili
Song, Min
Long, Yue

المصدر

International Journal of Digital Multimedia Broadcasting

العدد

المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-9، 9ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2018-12-03

دولة النشر

مصر

عدد الصفحات

9

التخصصات الرئيسية

هندسة الاتصالات
هندسة كهربائية
تكنولوجيا المعلومات وعلم الحاسوب

الملخص 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.

نمط استشهاد جمعية علماء النفس الأمريكية (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

نمط استشهاد الجمعية الأمريكية للغات الحديثة (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

نمط استشهاد الجمعية الطبية الأمريكية (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

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1170889