Open AccessQ Learning Algorithm with Network Coding in Multi Path Transfer Protocol for Wireless Mesh Network
Author(s) -
S. Rajeswari,
AUTHOR_ID,
S. Arunmozhi,
Venkataramani Dr. Y. Venkataramani,
AUTHOR_ID,
AUTHOR_ID
Publication year - 2020
Publication title -
international journal of recent technology and engineering
Language(s) - English
Resource type - Journals
ISSN - 2277-3878
DOI - 10.35940/ijrte.c4299.099320
Subject(s) - computer science , linear network coding , computer network , wireless mesh network , algorithm , order one network protocol , packet loss , network delay , distributed computing , carrier sense multiple access with collision avoidance , wireless network , network packet , throughput , wireless , routing protocol , wireless routing protocol , telecommunications
In a wireless mesh network, the network coding algorithm used to improve network efficiency. In this paper, we have implemented the Q-learning algorithm with CSMA/CA as in distributed co-ordination function along with multi-path transfer protocol (MPTP). The functioning of CSMA/CA is based on physical carrier sensing. Q-learning algorithm, along with network coding, is implemented to achieve better throughput. Our proposed method has used to reduce the packet loss and to minimize the end to end delay of the network communication. Also, it will improve the possibility of receiver buffer blocking.