diff --git a/applications/lofar2/model/pfb_os/filter_design_windowed_sync.ipynb b/applications/lofar2/model/pfb_os/filter_design_windowed_sync.ipynb
index fba4193a128eb37d9c0c8964408149d9d7a69620..232db175de0ca78d39d6e2374081ebf037e07cd8 100644
--- a/applications/lofar2/model/pfb_os/filter_design_windowed_sync.ipynb
+++ b/applications/lofar2/model/pfb_os/filter_design_windowed_sync.ipynb
@@ -21,7 +21,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 16,
    "id": "3563bc63",
    "metadata": {},
    "outputs": [],
@@ -33,10 +33,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 17,
    "id": "a131b5b6",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The autoreload extension is already loaded. To reload it, use:\n",
+      "  %reload_ext autoreload\n"
+     ]
+    }
+   ],
    "source": [
     "# Auto reload module when it is changed\n",
     "%load_ext autoreload\n",
@@ -52,10 +61,22 @@
     "# Import rtdsp\n",
     "from rtdsp.utilities import read_coefficients_file, is_even, is_symmetrical\n",
     "from rtdsp.firfilter import nof_taps_kaiser_window, nof_taps_remez\n",
-    "from rtdsp.fourier import dtft\n",
+    "from rtdsp.fourier import dtft, estimate_gain_at_frequency, estimate_frequency_at_gain\n",
     "from rtdsp.plotting import plot_two_power_spectra, plot_spectra, plot_time_response"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "7f8d4c9b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fs = 200e6\n",
+    "\n",
+    "cutoffGain = 0.5  # -3 dB gain"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "672a425f",
@@ -66,29 +87,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 19,
    "id": "4e185794",
    "metadata": {},
    "outputs": [],
    "source": [
     "# LPF specification for LOFAR subband filter\n",
     "Npoints = 1024   # = number of bins in fs, = DFT size\n",
-    "BWbin = 1 / Npoints  # bandwidth of one bin\n",
+    "BWbin = fs / Npoints  # bandwidth of one bin\n",
     "# . Use half power bandwidth factor to tune half power cutoff frequency of LPF, default 1.0\n",
     "hp_factor = 1.0\n",
     "BWpass = hp_factor * BWbin\n",
     "fpass = BWpass / 2  # bin at DC: -fpass to +fpass\n",
-    "# scipy defines cutoff frequency relative to fnyquist = fs / 2 instead of fs.\n",
-    "fcutoff = 2 * fpass\n",
+    "fcutoff = fpass\n",
     "\n",
     "# Actual FIR filter length\n",
     "Ntaps = 16\n",
-    "Ncoefs = Npoints * Ntaps"
+    "Ncoefs = Npoints * Ntaps\n",
+    "\n",
+    "# Plot frequency axis in units BWbin\n",
+    "fsPlot = Npoints"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 20,
    "id": "ccbe2065",
    "metadata": {},
    "outputs": [
@@ -117,7 +140,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 21,
    "id": "41b37b69",
    "metadata": {},
    "outputs": [
@@ -137,9 +160,9 @@
     "n = np.arange(nlo, nlo + Ncoefs)\n",
     "# . h_ideal(n) = 2 fpass sinc(2 fpass n), n in Z [JOS4 4.1]\n",
     "if is_even(Ncoefs):\n",
-    "    sinc = np.sinc(2 * fpass * (n + 0.5))  # +0.5 to make symmetrical for N is even\n",
+    "    sinc = np.sinc(2 * fpass / fs * (n + 0.5))  # +0.5 to make symmetrical for N is even\n",
     "else:\n",
-    "    sinc = np.sinc(2 * fpass * n)\n",
+    "    sinc = np.sinc(2 * fpass / fs * n)\n",
     "print('. Symmetrical sinc  = %s' % is_symmetrical(sinc))\n",
     "# window\n",
     "if window == 'hann':\n",
@@ -155,21 +178,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 22,
    "id": "80b97480",
    "metadata": {},
    "outputs": [],
    "source": [
     "# Use firwin() to calculate FIR coefficients\n",
     "if window == 'hann':\n",
-    "    firwinCoefs = signal.firwin(Ncoefs, fcutoff, window='hann')\n",
+    "    firwinCoefs = signal.firwin(Ncoefs, cutoff=fcutoff, window='hann', fs=fs)\n",
     "elif window == 'kaiser':\n",
-    "    firwinCoefs = signal.firwin(Ncoefs, fcutoff, window=('kaiser', beta))"
+    "    firwinCoefs = signal.firwin(Ncoefs, cutoff=fcutoff, window=('kaiser', beta), fs=fs)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 23,
    "id": "487f2352",
    "metadata": {},
    "outputs": [
@@ -191,7 +214,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 24,
    "id": "72e6b0fe",
    "metadata": {},
    "outputs": [
@@ -211,7 +234,7 @@
        "       -7.02698437e-10, -4.19931670e-10, -1.39415451e-10])"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 24,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -223,7 +246,7 @@
     "    coefs = firwinCoefs\n",
     "    \n",
     "# Plot\n",
-    "h, f, HF = dtft(coefs)\n",
+    "h, fn, HF = dtft(coefs)\n",
     "# Symmetrical FIR coeffients: coefs[0] = 0, coefs[1] = coefs[-1]\n",
     "print('. Ncoefs            = %d' % len(coefs))\n",
     "print('. Coefs sum         = %f' % np.sum(coefs))\n",
@@ -233,7 +256,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 25,
    "id": "0eddef92",
    "metadata": {},
    "outputs": [
@@ -254,13 +277,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 26,
    "id": "cecb34c7",
    "metadata": {},
    "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "estimate_gain_at_frequency fcutoff = 5.000000e-01 [BWbin]:\n",
+      ". fIndex = 131200\n",
+      ". fValue = 5.000000e-01 [BWbin]\n",
+      ". fGain = 4.999949e-01\n",
+      "estimate_frequency_at_gain cutoffGain = 5.000000e-01:\n",
+      ". fIndex = 131200\n",
+      ". fValue = 5.000000e-01 [BWbin]\n",
+      ". fGain = 4.999949e-01\n"
+     ]
+    },
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -270,7 +307,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -280,7 +317,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -290,7 +327,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -302,7 +339,21 @@
    "source": [
     "fLim = (-2, 2)\n",
     "dbLim = (-120, 5)\n",
-    "plot_spectra(f, HF, Npoints, fLim, dbLim)"
+    "#dbLim = None\n",
+    "plot_spectra(fn, HF, fsPlot, fLim, dbLim)\n",
+    "\n",
+    "# Log abs(HF) at fcutoff\n",
+    "f = fn * fs\n",
+    "fIndex, fValue, fGain = estimate_gain_at_frequency(f, HF, fcutoff)\n",
+    "print('estimate_gain_at_frequency fcutoff = %e [BWbin]:' % (fcutoff / BWbin))\n",
+    "print('. fIndex = %d' % fIndex)\n",
+    "print('. fValue = %e [BWbin]' % (fValue / BWbin))\n",
+    "print('. fGain = %e' % fGain)\n",
+    "fIndex, fValue, fGain = estimate_frequency_at_gain(f, HF, cutoffGain)\n",
+    "print('estimate_frequency_at_gain cutoffGain = %e:' % cutoffGain)\n",
+    "print('. fIndex = %d' % fIndex)\n",
+    "print('. fValue = %e [BWbin]' % (fValue / BWbin))\n",
+    "print('. fGain = %e' % fGain)"
    ]
   },
   {
@@ -315,7 +366,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 27,
    "id": "a1c86a38",
    "metadata": {},
    "outputs": [],
@@ -323,16 +374,19 @@
     "# LOFAR coefs\n",
     "lofarCoefs = read_coefficients_file('../data/Coeffs16384Kaiser-quant.dat')\n",
     "lofarCoefs /= np.sum(lofarCoefs)\n",
-    "hLofar, fLofar, HFlofar = dtft(lofarCoefs)\n",
+    "hLofar, fnLofar, HFlofar = dtft(lofarCoefs)\n",
     "Npoints = 1024  # = number of bins in fs, = DFT size\n",
-    "BWbin = 1 / Npoints  # bandwidth of one bin = one subband\n",
+    "BWbin = fs / Npoints  # bandwidth of one bin = one subband\n",
     "Ntaps = 16\n",
-    "Ncoefs = Npoints * Ntaps"
+    "Ncoefs = Npoints * Ntaps\n",
+    "\n",
+    "# Plot frequency axis in units BWbin\n",
+    "fsPlot = Npoints"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 28,
    "id": "29baa88c",
    "metadata": {},
    "outputs": [],
@@ -342,23 +396,23 @@
     "hp_factor = 1.0\n",
     "BWpass = hp_factor * BWbin\n",
     "fpass = BWpass / 2  # bin at DC: -fpass to +fpass\n",
-    "# . scipy defines cutoff frequency relative to fNyquist = fs / 2 instead of fs.\n",
-    "fcutoff = 2 * fpass\n",
+    "fcutoff = fpass\n",
     "\n",
     "windowLegend = window\n",
+    "coefs = None\n",
     "if window == 'hann':\n",
-    "    coefs = signal.firwin(Ncoefs, fcutoff, window='hann')\n",
+    "    coefs = signal.firwin(Ncoefs, cutoff=fcutoff, window='hann', fs=fs)\n",
     "elif window == 'kaiser':\n",
     "    # Use beta 8 for best fit with HFlofar (regarding side lobe levels and band pass width)\n",
     "    beta = 8  # beta: 0 rect, 5 hamming, 6 hanning\n",
-    "    coefs = signal.firwin(Ncoefs, fcutoff, window=('kaiser', beta))\n",
+    "    coefs = signal.firwin(Ncoefs, cutoff=fcutoff, window=('kaiser', beta), fs=fs)\n",
     "    windowLegend = window + ', beta = %.1f' % beta\n",
-    "hWin, fWin, HFwin = dtft(coefs)"
+    "hWin, fnWin, HFwin = dtft(coefs)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 29,
    "id": "cd71708c",
    "metadata": {},
    "outputs": [
@@ -373,11 +427,10 @@
     }
    ],
    "source": [
-    "# Estimate Ntaps\n",
-    "fs = 1\n",
+    "# Estimate Ntaps, transition bandwidth is one BWpass\n",
     "atten_db = 90\n",
-    "Nwin = nof_taps_kaiser_window(fs, fpass, fcutoff, atten_db)\n",
-    "Nremez = nof_taps_remez(fs, fpass, fcutoff, atten_db)\n",
+    "Nwin = nof_taps_kaiser_window(fs, fpass, BWpass, atten_db)\n",
+    "Nremez = nof_taps_remez(fs, fpass, BWpass, atten_db)\n",
     "print('Number of taps in LOFAR subband filter      : %d' % Ncoefs)\n",
     "print('. Estimated number of taps for Kaiser window: %d' % Nwin)\n",
     "print('. Estimated number of taps for Remez        : %d' % Nremez)"
@@ -385,13 +438,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 30,
    "id": "697c358d",
    "metadata": {},
    "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "HFlofar:\n",
+      "estimate_gain_at_frequency fcutoff = 5.000000e-01 [BWbin]:\n",
+      ". fIndex = 131200\n",
+      ". fValue = 5.000000e-01 [BWbin]\n",
+      ". fGain = 5.069433e-01\n",
+      "estimate_frequency_at_gain cutoffGain = 5.000000e-01:\n",
+      ". fIndex = 131200\n",
+      ". fValue = 5.000000e-01 [BWbin]\n",
+      ". fGain = 5.069433e-01\n"
+     ]
+    },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -402,13 +470,28 @@
    ],
    "source": [
     "# Compare frequency response\n",
-    "fs = Npoints\n",
     "fLim = (-2, 2)\n",
     "#fLim = None\n",
     "dbLim = (-120, 5)\n",
-    "plot_two_power_spectra(fWin, HFwin, windowLegend,\n",
-    "                       fLofar, HFlofar, 'LOFAR',\n",
-    "                       fs, fLim, dbLim)"
+    "plot_two_power_spectra(fnWin, HFwin, windowLegend,\n",
+    "                       fnLofar, HFlofar, 'LOFAR',\n",
+    "                       fsPlot, fLim, dbLim)\n",
+    "\n",
+    "# Log abs(HFlofar) at fcutoff\n",
+    "print('HFlofar:')\n",
+    "fLofar = fnLofar * fs\n",
+    "fIndex, fValue, fGain = estimate_gain_at_frequency(fLofar, HFlofar, fcutoff)\n",
+    "print('estimate_gain_at_frequency fcutoff = %e [BWbin]:' % (fcutoff / BWbin))\n",
+    "print('. fIndex = %d' % fIndex)\n",
+    "print('. fValue = %e [BWbin]' % (fValue / BWbin))\n",
+    "print('. fGain = %e' % fGain)\n",
+    "fIndex, fValue, fGain = estimate_frequency_at_gain(fLofar, HFlofar, cutoffGain)\n",
+    "print('estimate_frequency_at_gain cutoffGain = %e:' % cutoffGain)\n",
+    "print('. fIndex = %d' % fIndex)\n",
+    "print('. fValue = %e [BWbin]' % (fValue / BWbin))\n",
+    "print('. fGain = %e' % fGain)\n",
+    "#print(str(np.abs(HFlofar[131201])))\n",
+    "#print(str(np.abs(HFlofar[131199])))"
    ]
   },
   {
@@ -418,6 +501,14 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "caf35a1d",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
diff --git a/applications/lofar2/model/rtdsp/fourier.py b/applications/lofar2/model/rtdsp/fourier.py
index 8ff2a092e4e4190b4deaf009fda918f7265bce3e..c2aad788ce41fd176d56a18e522870fec25be625 100644
--- a/applications/lofar2/model/rtdsp/fourier.py
+++ b/applications/lofar2/model/rtdsp/fourier.py
@@ -110,7 +110,7 @@ def dtft(coefs, Ndtft=None, zeroCenter=True, fftShift=True):
       else use 0 to 1.0.
     Return:
     . h: zero padded coefs
-    . f: normalized frequency axis for HF, fs = 1
+    . fn: normalized frequency axis for HF, fs = 1
     . HF: dtft(h), the frequency transfer function of h
     """
     c_interpolate = 10
@@ -125,12 +125,12 @@ def dtft(coefs, Ndtft=None, zeroCenter=True, fftShift=True):
     # DFT
     HF = np.fft.fft(h)
     # Normalized frequency axis, fs = 1, ws = 2 pi
-    f = np.arange(0, 1, 1 / Ndtft)  # f = 0,pos, neg
+    fn = np.arange(0, 1, 1 / Ndtft)  # fn = 0,pos, neg
     if fftShift:
-        # FFT shift to center HF, f = neg, 0,pos
-        f = f - 0.5
+        # FFT shift to center HF, fn = neg, 0,pos
+        fn = fn - 0.5
         HF = np.roll(HF, Ndtft // 2)
-    return h, f, HF
+    return h, fn, HF
 
 
 ###############################################################################
@@ -141,7 +141,8 @@ def estimate_gain_at_frequency(f, HF, freq):
     """Find gain = abs(HF) at frequency in f that is closest to freq.
 
     Input:
-    . f, HF: frequency axis and spectrum as from dtft() with fftShift=True
+    . f: frequency axis as f = fn * fs for fn from dtft() with fftShift=True
+    . HF: spectrum as from dtft() with fftShift=True
     . freq : frequency to look for in f
     Return:
     . fIndex: index of frequency in f that is closest to freq
@@ -158,19 +159,26 @@ def estimate_gain_at_frequency(f, HF, freq):
 def estimate_frequency_at_gain(f, HF, gain):
     """Find positive frequency in f that has gain = abs(HF) closest to gain.
 
+    Look only in positive frequencies and from highest frequency to lowest
+    frequency to avoid band pass ripple gain variation in LPF.
+
     Input:
-    . f, HF: frequency axis and spectrum as from dtft() with fftShift=True
+    . f: frequency axis as f = fn * fs for fn from dtft() with fftShift=True
+    . HF: spectrum as from dtft() with fftShift=True
     . gain : gain to look for in HF
     Return:
     . fIndex: index of frequency in f that has abs(HF) closest to gain
     . fValue: frequency at fIndex
     . fGain : gain = abs(HF) at fIndex
     """
+    # Look only in positive frequencies
     pos = len(f[f <= 0])
     HFpos = HF[pos:]
     HFgain = np.abs(HFpos)
     HFdiff = np.abs(HFgain - gain)
-    fIndex = pos + HFdiff.argmin()
+    # Flip to avoid detections in LPF band pass
+    HFdiff = np.flipud(HFdiff)
+    fIndex = pos + len(HFpos) - 1 - HFdiff.argmin()
     fValue = f[fIndex]
     fGain = np.abs(HF[fIndex])
     return fIndex, fValue, fGain
diff --git a/applications/lofar2/model/rtdsp/plotting.py b/applications/lofar2/model/rtdsp/plotting.py
index 3df4e24231d29fc2a03891b2322e23cab1c47dbb..964277b5d5c0adf308eb0c50122c60182ccf316f 100644
--- a/applications/lofar2/model/rtdsp/plotting.py
+++ b/applications/lofar2/model/rtdsp/plotting.py
@@ -57,7 +57,7 @@ def plot_time_response(h, title='', color='r', markers=False):
     plt.grid(True)
 
 
-def plot_iir_filter_analysis(b, a, fs=1, whole=False, Ntime=100, step=False, log=False, show=[]):
+def plot_iir_filter_analysis(b, a, fs=1.0, whole=False, Ntime=100, step=False, log=False, show=[]):
     """Plot and print iir filter analysis results.
 
     Input:
@@ -137,25 +137,22 @@ def plot_iir_filter_analysis(b, a, fs=1, whole=False, Ntime=100, step=False, log
     return z, p, k
 
 
-def plot_spectra(f, HF, fs=1.0, fLim=None, dbLim=None):
+def plot_spectra(fn, HF, fs=1.0, fLim=None, dbLim=None):
     """Plot spectra for power, magnitude, phase, real, imag
 
     Input:
-    . f: normalized frequency axis for HF (fs = 1)
+    . fn: normalized frequency axis for HF (fs = 1)
     . HF: spectrum, e.g. frequency transfer function HF = DTFT(h)
-    . fs: sample frequency in Hz, scale f by fs, fs >= 1
+    . fs: sample frequency in Hz
     """
     Hmag = np.abs(HF)
     Hphs = np.unwrap(np.angle(HF))
     Hpow_dB = pow_db(HF)  # power response
-    fn = f * fs
-    if fs > 1:
-        flabel = 'Frequency [fs / %d]' % fs
-    else:
-        flabel = 'Frequency [fs]'
+    f = fn * fs  # scale fn by fs
+    flabel = 'Frequency [fs = %f]' % fs
 
     plt.figure(1)
-    plt.plot(fn, Hpow_dB)
+    plt.plot(f, Hpow_dB)
     plt.title('Power spectrum')
     plt.ylabel('Power [dB]')
     plt.xlabel(flabel)
@@ -166,8 +163,8 @@ def plot_spectra(f, HF, fs=1.0, fLim=None, dbLim=None):
     plt.grid(True)
 
     plt.figure(2)
-    plt.plot(fn, HF.real, 'r')
-    plt.plot(fn, HF.imag, 'g')
+    plt.plot(f, HF.real, 'r')
+    plt.plot(f, HF.imag, 'g')
     plt.title('Complex voltage spectrum')
     plt.ylabel('Voltage')
     plt.xlabel(flabel)
@@ -177,7 +174,7 @@ def plot_spectra(f, HF, fs=1.0, fLim=None, dbLim=None):
     plt.grid(True)
 
     plt.figure(3)
-    plt.plot(fn, Hmag)
+    plt.plot(f, Hmag)
     plt.title('Magnitude spectrum')  # = amplitude
     plt.ylabel('Voltage')
     plt.xlabel(flabel)
@@ -186,7 +183,7 @@ def plot_spectra(f, HF, fs=1.0, fLim=None, dbLim=None):
     plt.grid(True)
 
     plt.figure(4)
-    plt.plot(fn, Hphs)
+    plt.plot(f, Hphs)
     plt.title('Phase spectrum (note -1: pi = -pi)')
     plt.ylabel('Phase [rad]')
     plt.xlabel(flabel)
@@ -195,18 +192,19 @@ def plot_spectra(f, HF, fs=1.0, fLim=None, dbLim=None):
     plt.grid(True)
 
 
-def plot_power_spectrum(f, HF, fmt='r', fs=1.0, fLim=None, dbLim=None):
+def plot_power_spectrum(fn, HF, fmt='r', fs=1.0, fLim=None, dbLim=None):
     """Plot power spectrum
 
     Input:
-    . f: normalized frequency axis for HF (fs = 1)
+    . fn: normalized frequency axis for HF (fs = 1)
     . HF: spectrum, e.g. frequency transfer function HF = DTFT(h)
     . fmt: curve format string
-    . fs: sample frequency in Hz, scale f by fs, fs >= 1
+    . fs: sample frequency in Hz
     """
+    f = fn * fs  # scale fn by fs
     flabel = 'Frequency [fs = %f]' % fs
 
-    plt.plot(f * fs, pow_db(HF), fmt)
+    plt.plot(f, pow_db(HF), fmt)
     plt.title('Power spectrum')
     plt.ylabel('Power [dB]')
     plt.xlabel(flabel)
@@ -221,11 +219,12 @@ def plot_magnitude_spectrum(f, HF, fmt='r', fs=1.0, fLim=None, voltLim=None):
     """Plot magnitude (= voltage) spectrum
 
     Input:
-    . f: normalized frequency axis for HF (fs = 1)
+    . fn: normalized frequency axis for HF (fs = 1)
     . HF: spectrum, e.g. frequency transfer function HF = DTFT(h)
     . fmt: curve format string
-    . fs: sample frequency in Hz, scale f by fs, fs >= 1
+    . fs: sample frequency in Hz
     """
+    f = fn * fs  # scale fn by fs
     flabel = 'Frequency [fs = %f]' % fs
 
     plt.plot(f * fs, np.abs(HF), fmt)
@@ -239,28 +238,27 @@ def plot_magnitude_spectrum(f, HF, fmt='r', fs=1.0, fLim=None, voltLim=None):
     plt.grid(True)
 
 
-def plot_two_power_spectra(f1, HF1, name1, f2, HF2, name2, fs=1.0, fLim=None, dbLim=None, showRoll=False):
+def plot_two_power_spectra(fn1, HF1, name1, fn2, HF2, name2, fs=1.0, fLim=None, dbLim=None, showRoll=False):
     """Plot two power spectra in same plot for comparison
 
     Input:
-    . f1,f2: normalized frequency axis for HF1, HF2 (fs = 1)
+    . fn1,fn2: normalized frequency axis for HF1, HF2 (fs = 1)
     . HF1, HF2: spectrum, e.g. frequency transfer function HF = DTFT(h)
-    . fs: sample frequency in Hz, scale f by fs, fs >= 1
+    . fs: sample frequency in Hz
     """
-    if fs > 1:
-        flabel = 'Frequency [fs / %d]' % fs
-    else:
-        flabel = 'Frequency [fs]'
+    f1 = fn1 * fs  # scale fn1 by fs
+    f2 = fn2 * fs  # scale fn1 by fs
+    flabel = 'Frequency [fs = %f]' % fs
 
     if showRoll:
-        plt.plot(f1 * fs, pow_db(HF1), 'r',
-                 f1 * fs, np.roll(pow_db(HF1), len(f1) // 2), 'r--',
-                 f2 * fs, pow_db(HF2), 'b',
-                 f2 * fs, np.roll(pow_db(HF2), len(f2) // 2), 'b--')
+        plt.plot(f1, pow_db(HF1), 'r',
+                 f1, np.roll(pow_db(HF1), len(f1) // 2), 'r--',
+                 f2, pow_db(HF2), 'b',
+                 f2, np.roll(pow_db(HF2), len(f2) // 2), 'b--')
         plt.legend([name1, '', name2, ''])
     else:
-        plt.plot(f1 * fs, pow_db(HF1), 'r',
-                 f2 * fs, pow_db(HF2), 'b')
+        plt.plot(f1, pow_db(HF1), 'r',
+                 f2, pow_db(HF2), 'b')
         plt.legend([name1, name2])
     plt.title('Power spectrum')
     plt.ylabel('Power [dB]')