Genetic algorithm optimized fuzzy decision system for efficient data transmission with deafness avoidance in multihop cognitive radio networks

An Efficient Hybrid Analysis to Improve Data Rate Signal Transmission in Cognitive Radio Networks Using Multi- Hop

“…According to the fuzzy-logic theory, a fuzzy set's membership requirements can't necessarily be true or false. We have mentioned below main parts described of a fuzzy-logic system [1].…”

“… Fuzzifier: The initiate data is initially prepared for fuzzification using a fuzzifier and specified membership functions. Now, the input, which is originally took the form of crisp values, is being transformed into fuzzy values [1].  Fuzzy Knowledge Base: This FDS element is where all of the input membership functions that define input variables, all of the outcomes membership functions that describe outcomes control variables and the fuzzy link amongst input and outcomes are stored [1].…”

“…Now, the input, which is originally took the form of crisp values, is being transformed into fuzzy values [1].  Fuzzy Knowledge Base: This FDS element is where all of the input membership functions that define input variables, all of the outcomes membership functions that describe outcomes control variables and the fuzzy link amongst input and outcomes are stored [1].  Fuzzy Rule Base: The FDS's fuzzy rules base contains the information necessary to understand how the entire process works.…”

“… Fuzzy Rule Base: The FDS's fuzzy rules base contains the information necessary to understand how the entire process works. This element assigns the connection between the fuzzy input and the crisp outcomes [1].  DE fuzzifier: The DE fuzzifier unit helps to obtain the relationship between input and output from the fuzzy rules base unit in order to transform the fuzzy value to crisp outcome values [1].…”

“…GA's primary goal is to improve results using its several phases, including selection, crossover, and mutation. The effectiveness of a GA depends on how well the search operators are designed and integrated into the algorithm [1].…”