diff --git a/applications/lofar2/model/pfb_os/multirate_mixer.ipynb b/applications/lofar2/model/pfb_os/multirate_mixer.ipynb
index 14db6456e652412bd985137ce4b8c05f938285f0..c50a752576d9fd37d75b4efd7729b78cbb5c52b1 100644
--- a/applications/lofar2/model/pfb_os/multirate_mixer.ipynb
+++ b/applications/lofar2/model/pfb_os/multirate_mixer.ipynb
@@ -15,7 +15,7 @@
     "\n",
     "References:\n",
     "1. dsp_study_erko, summary of DSP books\n",
-    "2. chapter 6 in [HARRIS]"
+    "2. chapter 6 downconverter, 7 upconverter, 9 filterbank in [HARRIS]"
    ]
   },
   {
@@ -50,23 +50,48 @@
     "    sys.path.insert(0, module_path)\n",
     "\n",
     "# Import rtdsp\n",
+    "from rtdsp.utilities import verify_result, is_integer_value\n",
     "from rtdsp.firfilter import filterbank_frequency_response\n",
     "from rtdsp.fourier import dtft\n",
     "from rtdsp.multirate import down, up, maximal_downsample_bpf, non_maximal_downsample_bpf\n",
     "from rtdsp.plotting import plot_power_spectrum, plot_magnitude_spectrum"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "d3202666",
+   "metadata": {},
+   "source": [
+    "# 0 Time, bins and rates"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 3,
    "id": "c49515de",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Ros = 2\n"
+     ]
+    }
+   ],
    "source": [
+    "# Waveform generator\n",
+    "wg_sub = 2.0  # in range(Nsub)\n",
+    "\n",
     "# Filterbank\n",
     "Ntaps = 8  # number of taps per poly phase FIR filter\n",
     "Ndft = 16  # DFT size\n",
-    "Ncoefs = Ndft * Ntaps"
+    "Ncoefs = Ndft * Ntaps\n",
+    "\n",
+    "# Downsample rate\n",
+    "Ndown = Ndft // 2\n",
+    "Ros = Fraction(Ndft, Ndown)\n",
+    "print('Ros =', Ros)"
    ]
   },
   {
@@ -90,8 +115,37 @@
    "source": [
     "# Subbands\n",
     "Nsub = Ndft // 2  # number of subbands in fs / 2\n",
-    "fsub = fs / Ndft  # subband frequency\n",
-    "Tsub = 1 / fsub  # subband period"
+    "fsub = fs / Ndft  # subband center frequency\n",
+    "Tsub = 1 / fsub  # subband period\n",
+    "\n",
+    "fdown = fs / Ndown  # downsampled data rate\n",
+    "Tdown = 1 / fdown  # downsampled data period "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "d76e42f5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Time\n",
+    "# . number of subband periods to simulate \n",
+    "Nsim = 15\n",
+    "\n",
+    "# . number input samples to simulate \n",
+    "Nsamples = Nsim * Ndft\n",
+    "# . input time index n for up rate\n",
+    "n_i = np.arange(Nsamples)  # sample index, time in sample period units [Ts]\n",
+    "n_s = n_i * Ts  # time in seconds\n",
+    "n_sub = n_s / Ndft  # time in subband period units [Tsub]\n",
+    "\n",
+    "# . number of downsampled samples\n",
+    "Msamples = Nsamples // Ndown\n",
+    "# . downsampled time index m for down rate, n = m D, so m = n // D\n",
+    "m_i = np.arange(Msamples)  # downsampled sample index\n",
+    "m_s = down(n_s, Ndown)  # = m_i * Tdown, time in seconds\n",
+    "m_sub = m_s / Ndft  # time in subband period units [Tsub]"
    ]
   },
   {
@@ -104,7 +158,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "id": "9aa3a1ae",
    "metadata": {},
    "outputs": [],
@@ -125,7 +179,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "id": "0a69b385",
    "metadata": {},
    "outputs": [
@@ -156,7 +210,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "id": "0b979a1f",
    "metadata": {},
    "outputs": [
@@ -218,22 +272,6 @@
     "# 2 Generate input data"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "d76e42f5",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Time\n",
-    "Nsim = 10  # number of subband periods to simulate\n",
-    "Nsamples = Nsim * Ndft\n",
-    "# . index n for up rate\n",
-    "n_i = np.arange(Nsamples)  # sample index, time in sample period units [Ts]\n",
-    "n_s = n_i * Ts  # time in seconds\n",
-    "n_sub = n_s / Ndft  # time in subband period units [Tsub]"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 10,
@@ -241,16 +279,14 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Carriers\n",
+    "# x[n] = carrier waveform\n",
     "# . freq = center subband yields constant baseband I, Q signal\n",
     "# . phase = 0 yields Q = 0\n",
-    "subbands = np.array([1.0])  # in range(Nsub)\n",
-    "freqs = subbands * fsub  # in Hz\n",
-    "phases = [0.0]  # in degrees\n",
-    "ampl = 1\n",
-    "xData = np.zeros(Nsamples)  # = x[n]\n",
-    "for freq, phase in zip(freqs, phases):\n",
-    "    xData += ampl * np.cos(2 * np.pi * freq * n_s + np.radians(phase))"
+    "wgSubIsInt = is_integer_value(wg_sub)\n",
+    "wgFreq = wg_sub * fsub  # in Hz\n",
+    "wgPhase = 0.0  # in degrees\n",
+    "wgAmpl = 1\n",
+    "xData = wgAmpl * np.cos(2 * np.pi * wgFreq * n_s + np.radians(wgPhase))"
    ]
   },
   {
@@ -265,7 +301,7 @@
      "text": [
       "powCarriers = 0.500000\n",
       "powNoise = 0.000000\n",
-      "SNR = 100.959870 dB\n"
+      "SNR = 100.697035 dB\n"
      ]
     }
    ],
@@ -276,7 +312,7 @@
     "seed = 1\n",
     "rng = np.random.default_rng(seed)\n",
     "mu = 0.0\n",
-    "sigma = ampl * np.sqrt(0.5) / 10**(SNR_dB / 20)\n",
+    "sigma = wgAmpl * np.sqrt(0.5) / 10**(SNR_dB / 20)\n",
     "noise = rng.normal(mu, sigma, Nsamples)\n",
     "if SNR_dB < 100:\n",
     "    xData += noise\n",
@@ -299,7 +335,7 @@
     {
      "data": {
       "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x7f776b96b6a0>]"
+       "[<matplotlib.lines.Line2D at 0x7f527cd78fd0>]"
       ]
      },
      "execution_count": 12,
@@ -308,7 +344,7 @@
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -329,28 +365,6 @@
     "# 3 Single channel downconverter"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "adc33e70",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Downsample rate\n",
-    "Ndown = Ndft\n",
-    "#Ndown = Ndft // 2\n",
-    "\n",
-    "fdown = fs / Ndown  # downsampled data rate\n",
-    "Tdown = 1 / fdown  # downsampled data period \n",
-    "\n",
-    "# Time\n",
-    "Msamples = Nsamples // Ndown\n",
-    "# . index m for down rate, n = m D, so m = n // D\n",
-    "m_i = np.arange(Msamples)  # downsampled sample index\n",
-    "m_s = down(n_s, Ndown)  # = m_i * Tdown, time in seconds\n",
-    "m_sub = m_s / Ndft  # time in subband period units [Tsub]"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "127b23a8",
@@ -363,36 +377,36 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "id": "9d3fb1c8",
    "metadata": {},
    "outputs": [],
    "source": [
     "# Mixer local oscillator (LO) for channel k\n",
-    "kLo = int(np.round(subbands[0])) \n",
+    "kLo = int(np.round(wg_sub)) \n",
     "w_k = 2 * np.pi * kLo / Ndft\n",
     "LO = np.exp(-1j * w_k * n_s)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 14,
    "id": "50334d52",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.legend.Legend at 0x7f776b7cb4c0>"
+       "<matplotlib.legend.Legend at 0x7f527cb4cac0>"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 14,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -432,7 +446,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 15,
    "id": "bd3cf3b3",
    "metadata": {},
    "outputs": [
@@ -445,7 +459,7 @@
        "       [ 9, 10, 11]])"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 15,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -457,7 +471,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 16,
    "id": "25317d4e",
    "metadata": {},
    "outputs": [
@@ -466,8 +480,8 @@
      "output_type": "stream",
      "text": [
       "Ndft = 16\n",
-      "Ndown = 16\n",
-      "w_k = 0.39269908169872414\n",
+      "Ndown = 8\n",
+      "w_k = 0.7853981633974483\n",
       "D_w_k = 6.283185307179586\n",
       "\n",
       "PASSED\n"
@@ -491,37 +505,37 @@
     "print('')\n",
     "\n",
     "# Verify that LO data rotates with w_k and LO down with D * w_k rad/s\n",
-    "if np.all(np.isclose(LOdown, loD)):\n",
-    "    print('PASSED')\n",
-    "else:\n",
-    "    print('FAILED')\n",
+    "result = np.all(np.isclose(LOdown, loD))\n",
+    "if not result:\n",
     "    plt.plot(m_sub, LOdown.real, 'r-')\n",
     "    plt.plot(m_sub, LOdown.imag, 'r--')\n",
     "    plt.plot(m_sub, loD.real, 'g-')\n",
-    "    plt.plot(m_sub, loD.imag, 'g--')"
+    "    plt.plot(m_sub, loD.imag, 'g--')\n",
+    "verify_result(result)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 17,
    "id": "6f50284f",
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "PASSED\n"
-     ]
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 700x400 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
     "# Verify that LOdown == 1 when Ndown == Ndft\n",
     "if Ndown == Ndft:\n",
-    "    if np.all(np.isclose(LOdown, 1.0)):\n",
-    "        print('PASSED')\n",
-    "    else:\n",
-    "        print('FAILED')\n",
+    "    result = np.all(np.isclose(LOdown, 1.0))\n",
+    "    verify_result(result)\n",
     "else:\n",
     "    plt.plot(m_sub, LOdown.real, 'r-')\n",
     "    plt.plot(m_sub, LOdown.imag, 'r--')"
@@ -529,7 +543,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 18,
    "id": "3ae19d32",
    "metadata": {},
    "outputs": [
@@ -548,11 +562,9 @@
     "yBpfDown = down(yBpfData, Ndown)\n",
     "yBpfDownLo = yBpfDown * LOdown  # = y[m D, k]\n",
     "\n",
-    "if np.all(np.isclose(yDown, yBpfDownLo)):\n",
-    "    # True for any Ndft, Ndown, because LOdown is in equation of yBpfDownLo\n",
-    "    print('PASSED')\n",
-    "else:\n",
-    "    print('FAILED')"
+    "# result is True for any Ndft, Ndown, because LOdown is in equation of yBpfDownLo\n",
+    "result = np.all(np.isclose(yDown, yBpfDownLo))\n",
+    "verify_result(result)"
    ]
   },
   {
@@ -575,7 +587,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 19,
    "id": "7a8f3e37",
    "metadata": {},
    "outputs": [
@@ -583,33 +595,23 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Ndft  = 16\n",
-      "> Log maximal_downsample_bpf():\n",
-      "  . len(x)  = 160\n",
-      "  . Nx      = 145\n",
-      "  . Nxp     = 10\n",
-      "  . len(yc) = 10\n",
-      "  . Ndown   = 16\n",
-      "  . k       = 1\n",
-      "\n",
-      "PASSED\n"
+      "Ndft = 16\n"
      ]
     }
    ],
    "source": [
-    "print('Ndft  =', Ndft)\n",
+    "print('Ndft =', Ndft)\n",
     "if Ndown == Ndft:\n",
     "    yMaxDownBpf = maximal_downsample_bpf(xData, Ndown, kLo, hPrototype)\n",
     "    yMaxDownBpfLo = yMaxDownBpf  # = yMaxDownBpf * LOdown, because LOdown = 1 when Ndown == Ndft\n",
     "\n",
-    "    if np.all(np.isclose(yDown, yMaxDownBpfLo)):\n",
-    "        print('PASSED')\n",
-    "    else:\n",
-    "        print('FAILED')\n",
+    "    result = np.all(np.isclose(yDown, yMaxDownBpfLo))\n",
+    "    if not result:\n",
     "        plt.plot(m_sub, yDown.real, 'g.-')\n",
     "        plt.plot(m_sub, yDown.imag, 'g.--')\n",
     "        plt.plot(m_sub, yMaxDownBpfLo.real, 'r-')\n",
-    "        plt.plot(m_sub, yMaxDownBpfLo.imag, 'r--')"
+    "        plt.plot(m_sub, yMaxDownBpfLo.imag, 'r--')\n",
+    "    verify_result(result)"
    ]
   },
   {
@@ -622,7 +624,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 20,
    "id": "6dfb2975",
    "metadata": {},
    "outputs": [
@@ -631,29 +633,30 @@
      "output_type": "stream",
      "text": [
       "> non_maximal_downsample_bpf():\n",
-      "  . len(x)   = 160\n",
-      "  . Nx       = 145\n",
-      "  . Nblocks  = 10\n",
-      "  . len(yc)  = 10\n",
-      "  . Ndown    = 16\n",
+      "  . len(x)   = 240\n",
+      "  . Nx       = 233\n",
+      "  . Nblocks  = 30\n",
+      "  . len(yc)  = 30\n",
+      "  . Ndown    = 8\n",
       "  . Ndft     = 16\n",
-      "  . k        = 1\n",
-      "\n"
+      "  . k        = 2\n",
+      "\n",
+      "PASSED\n"
      ]
     },
     {
      "data": {
       "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x7f7769e7e640>]"
+       "[<matplotlib.lines.Line2D at 0x7f527c0d97c0>]"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
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\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -663,21 +666,16 @@
     }
    ],
    "source": [
-    "Ros = 1\n",
-    "yDownBpf = non_maximal_downsample_bpf(xData, Ndown//Ros, kLo, Ndft, hPrototype)\n",
-    "yDownBpfLo = yDownBpf * LOdown\n",
+    "yDownBpf = non_maximal_downsample_bpf(xData, Ndown, kLo, Ndft, hPrototype)\n",
+    "yDownBpfLo = yDownBpf  # = yDownBpf * LOdown * LOosShift, because LOdown = 1 when Ndown == Ndft\n",
     "\n",
-    "#if np.all(np.isclose(yDown, yDownBpfLo)):\n",
-    "#    print('PASSED')\n",
-    "#else:\n",
-    "#    print('FAILED')\n",
-    "m_s_os = down(n_s, Ndown//Ros)  # = m_i * Tdown, time in seconds\n",
-    "m_sub_os = m_s_os / Ndft\n",
+    "result = np.all(np.isclose(yDown, yDownBpfLo))\n",
+    "verify_result(result)\n",
     "\n",
     "plt.plot(m_sub, yDown.real, 'g.-')\n",
     "plt.plot(m_sub, yDown.imag, 'g.--')\n",
-    "plt.plot(m_sub_os, yDownBpfLo.real, 'r-')\n",
-    "plt.plot(m_sub_os, yDownBpfLo.imag, 'r--')"
+    "plt.plot(m_sub, yDownBpfLo.real, 'r-')\n",
+    "plt.plot(m_sub, yDownBpfLo.imag, 'r--')"
    ]
   },
   {
@@ -693,24 +691,29 @@
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "text/plain": [
-       "733264.0988632141"
-      ]
-     },
-     "execution_count": 22,
-     "metadata": {},
-     "output_type": "execute_result"
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "wg_sub = 2.0\n",
+      "cwPhase = 0.0000444119\n",
+      "PASSED\n"
+     ]
     }
    ],
    "source": [
-    "360 / np.angle(yDownBpfLo[8], deg=True)"
+    "print('wg_sub =', wg_sub)\n",
+    "if wgSubIsInt: \n",
+    "    phaseMargin = 0.005  # >> c_atol due to ???\n",
+    "    cwPhase = np.angle(yDownBpfLo[-1], deg=True)\n",
+    "    print('cwPhase = %.10f' % cwPhase)\n",
+    "    result = np.isclose(wgPhase, cwPhase, atol=phaseMargin)\n",
+    "    verify_result(result)"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "abd757f8",
+   "id": "956d00c6",
    "metadata": {},
    "outputs": [],
    "source": []