NEURO-FUZZY CONTROL OF DATA SENDING IN A MOBILE AD HOC NETWORK

The article is aimed at data transmission efficiency increase in a mobile ad hoc network, functioning to ensure the exchange of information in emergency situations. The algorithm for neuro-fuzzy control of data sending intensity in this network is proposed. The algorithm provides the measurement of latency period confirmation and the calculation of a moving average of this value, as well as a periodic recalculation of an inter-packet gap by performing neuro-fuzzy inference procedure. By using the algorithm an adaptive change of data sending intensity is provided in the framework of the established logical connection. Simulation experiments showed that the use of the proposed algorithm reduces the number of retransmissions and the average transmission time of data streams in a test network.

• Publication year

  2018

• Venue

  Journal of Fundamental and Applied Sciences

• Publication date

  2018-01-17

• Fields of study

  Computer Science, Engineering

• Identifiers
  DOI 10.4314/JFAS.V9I2S.856
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

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