-- Copyright (c) 2003 Matthew P. Donadio (m.p.donadio@ieee.org) -- -- This program is free software; you can redistribute it and/or modify -- it under the terms of the GNU General Public License as published by -- the Free Software Foundation; either version 2 of the License, or -- (at your option) any later version. -- -- This program is distributed in the hope that it will be useful, -- but WITHOUT ANY WARRANTY; without even the implied warranty of -- MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the -- GNU General Public License for more details. -- -- You should have received a copy of the GNU General Public License -- along with this program; if not, write to the Free Software -- Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA module Main where import Data.Array import Data.Complex import Numeric import Numeric.Random.Generator.MT19937 import Numeric.Random.Distribution.Normal import Numeric.Random.Distribution.Uniform import DSP.Source.Oscillator import Numeric.Transform.Fourier.FFT import DSP.Estimation.Frequency.Pisarenko import DSP.Estimation.Frequency.PerMax import DSP.Estimation.Frequency.FCI import DSP.Estimation.Frequency.QuinnFernandes import DSP.Estimation.Frequency.WLP -- Parameters rho :: Double rho = 4.0 w :: Double w = 0.12345 phi :: Double phi = 0.23456 snr :: Double snr = 10 n :: Int n = 256 -- Vectors y :: Array Int Double y = listArray (0,n-1) $ zipWith (+) noise $ map (rho *) $ nco w phi where noise = normal_ar (0, sig2) $ uniform53oc $ genrand 42 sig2 = (rho^2 / 2) / (10 ** (snr / 10)) z :: Array Int (Complex Double) z = listArray (0,n-1) $ zipWith (+) noise $ map ((rho :+ 0) *) $ quadrature_nco w phi where noise = zipWith (:+) (normal_ar (0, sig2) $ uniform53oc $ genrand 42) (normal_ar (0, sig2) $ uniform53oc $ genrand 43) sig2 = (rho^2 / 2) / (10 ** (snr / 10)) -- The tests dfp z = [ ("Periodigram Maximizer\t\t\t", permax z k) ] where k = round $ w / 2 / pi * fromIntegral n fci y = [ ("Quinn's First Estimator\t\t\t", quinn1 y' k / 2), ("Quinn's Second Estimator\t\t", quinn2 y' k / 2), ("Quinn's Third Estimator\t\t\t", quinn3 y' k / 2), ("Jacobsen's Third Estimator\t\t", jacobsen y' k / 2), ("MacLeod's Three Point Estimator\t\t", macleod3 y' k / 2), ("MacLeod's Five Point Estimator\t\t", macleod5 y' k / 2), ("Rife and Vincent's Estimator\t\t", rv y' k / 2) ] where y' = rfft y k = round $ w / 2 / pi * fromIntegral n scm y = [ ("Pisarenko's Method\t\t\t", pisarenko y) ] offline y = [ ("Quinn-Fernandes\t\t\t\t", qf y w') ] where k = round $ w / 2 / pi * fromIntegral n w' = 2 * pi * fromIntegral k / fromIntegral n fastblock z = [ ("Lank, Reed, and Pollon\t\t\t", lrp z), ("Kay\t\t\t\t\t", kay z), ("Lovell and Williamson\t\t\t", lw z) ] -- ("Clarkson, Kootsookos, and Quinn\t\t", ckq z rho sig) ] -- where sig = sqrt $ (rho^2 / 2) / (10 ** (snr / 10)) -- Glue it all together showone (s,w') = putStrLn $ s ++ ": w=" ++ (showFFloat (Just 6) w' $ " err=" ++ showFFloat (Just 6) (abs (w-w')) "") main = do putStrLn "==> Parameters" putStrLn $ "rho=\t" ++ show rho putStrLn $ "w=\t" ++ show w putStrLn $ "phi=\t" ++ show phi putStrLn $ "snr=\t" ++ show snr putStrLn $ "n=\t" ++ show n putStrLn "==> Periodigram Techniques" sequence $ map showone $ dfp z putStrLn "==> Fourier Coefficient Interpolation Techniques" sequence $ map showone $ fci y putStrLn "==> Sample Covariance Methods" sequence $ map showone $ scm y putStrLn "==> Offline Filtering Techniques" sequence $ map showone $ offline y putStrLn "==> Fast Block Techniques" sequence $ map showone $ fastblock z