Q- Learning Algorithm with Network Coding in Multi-Path Transfer Protocol for Wireless Mesh Network
S. Rajeswari1, S. A. Arunmozhi2, Y. Venkataramani3
1Dr. S. Rajeswari, Associate Professor, Saranathan College of Engineering, Trichy, Tamil Nadu, India.
2Dr. S. A. Arunmozhi, Associate Professor, Saranathan College of Engineering, Trichy, Tamil Nadu, India.
3Dr. Y. Venkataramani, Professor, Saranathan College of Engineering, Trichy, Tamil Nadu, India.
Manuscript received on August 01, 2020. | Revised Manuscript received on August 05, 2020. | Manuscript published on September 30, 2020. | PP: 153-157 | Volume-9 Issue-3, September 2020. | Retrieval Number: 100.1/ijrte.C4299099320 | DOI: 10.35940/ijrte.C4299.099320
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: 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.
Keywords: Network Coding, Q-Learning Algorithm, Mptp, Ieee802.11 Dcf.