scholarly journals Deep Reinforcement Learning Based Dynamic Channel Allocation Algorithm in Multibeam Satellite Systems

IEEE Access ◽  
2018 ◽  
Vol 6 ◽  
pp. 15733-15742 ◽  
Author(s):  
Shuaijun Liu ◽  
Xin Hu ◽  
Weidong Wang
Keyword(s):  
Reinforcement Learning ◽  
Channel Allocation ◽  
Dynamic Channel Allocation ◽  
Allocation Algorithm ◽  
Satellite Systems ◽  
Dynamic Channel

scholarly journals Link Interference and Route Length Based Dynamic Channel Allocation Algorithm for Multichannel Wireless Mesh Networks

2021 ◽  
Vol 2021 ◽  
pp. 1-8
Author(s):  
Zhengping Li ◽  
Didi Zhang ◽  
Hao Shi
Keyword(s):  
Ant Colony Algorithm ◽  
Mesh Networks ◽  
Channel Allocation ◽  
System Throughput ◽  
Dynamic Channel Allocation ◽  
Allocation Algorithm ◽  
Wireless Mesh ◽  
Access Channel ◽  
Dynamic Channel ◽  
Algorithm Base

In this paper, the theoretical analysis showed that the length of the route and the interference of links were the main factors that influence the throughput of the network. Then, a dynamic channel allocation algorithm base on the length of routes and the interference of links was proposed to enhance the system throughput. In the proposed algorithm, ant colony algorithm was used to collect the information of network, such as the length of routes and the interference of links. Then, the priority of link access channel was decided according to the collected information. The simulation results showed that the proposed algorithm could improve the whole network throughput obviously.

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