/*******************************************************************************
* Copyright 2014 Analog Devices, Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
********************************************************************************/
package com.analog.lyric.benchmarking.utils.functional;
import java.util.Random;
/**
* Implements a generator that produces Gaussian noise with a specified mean and
* standard deviation.
*/
public class NoiseGenerator implements GeneratorFunction
{
private final double _mean;
private final Random _random = new Random();
private final double _sigma;
/**
* Constructs a NoiseGenerator.
*
* @param mean
* The desired mean.
* @param sigma
* The desired standard deviation.
*/
public NoiseGenerator(double mean, double sigma)
{
_mean = mean;
_sigma = sigma;
}
@Override
public double apply(int... coordinates)
{
return _random.nextGaussian() * _sigma + _mean;
}
}