A Method for Reducing Peak-to-Average Power Ratio of Transform Domain Communication System
A peak-to-average power ratio, communication system technology, applied in transmission systems, multi-frequency code systems, digital transmission systems, etc., can solve the problems of weakened orthogonality, reduced peak-to-average power ratio of transform domain communication systems, and high complexity. Achieve the effect of reducing the peak-to-average ratio, simplifying the system complexity, and reducing the amount of calculation.
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[0118] The first step is to estimate the frequency spectrum at the sending end and do the quantitative product with the complex random phase to obtain the basis function vector;
[0119] First, the transmitter estimates the spectrum of the surrounding electromagnetic environment, and obtains the basis function magnitude spectrum vector A t =[A t0 ,A t1 ,...,A t31 ], available frequency points N A =20; randomly generate phases in [0,2π] Get the complex random phase sequence vector The magnitude spectrum vector of the basis function is multiplied with the phase to obtain the spectrum vector of the basis function
[0120] The second step: set the initial population number S=100, the upper limit of the population up=1.3 and the lower limit of the population low=0.7, the coefficient of variation F=0.3, the penalty function factor ε=0.5 and the maximum evolutionary generation G=400;
[0121] Step 3: Initialize the population to obtain a set of random numbers generated in t...
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