diff --git a/applications/lofar2/model/pfb_os/dsp.py b/applications/lofar2/model/pfb_os/dsp.py
index 84b7cfc648d8db148aa99caab10cb79681ff811b..0e2b1f4193e865c34d8754e72a4919e78ec69bc7 100644
--- a/applications/lofar2/model/pfb_os/dsp.py
+++ b/applications/lofar2/model/pfb_os/dsp.py
@@ -544,13 +544,14 @@ def upsample(x, Nup, coefs, verify=False):  # interpolate
     . x: Input signal x[n]
     . Nup: upsample (interpolation) factor
     . coefs: FIR filter coefficients for antialiasing LPF
-    . verify: when True then verify that output y is the same when calculated directly or when calculatged using the
+    . verify: when True then verify that output y is the same when calculated directly or when calculated using the
               polyphase implementation.
     Return:
     . y: Upsampled output signal y[m]
 
     Assumptions:
     . x[n] = 0 for n < 0
+    . m = n * I, so first upsampled output sample starts at m = 0 based on n = 0
     . no y[m] for m < 0
     . insert I - 1 zeros after each x[n] to get v[m], so len(v) = len(y) = I * len(x)
     . use coefs as anti aliasing filter, must be LPF with BW < fNyquist / I
@@ -559,8 +560,10 @@ def upsample(x, Nup, coefs, verify=False):  # interpolate
     Remarks:
     . The input sample period is ts and the output sample period of the upsampled (= interpolated signal) is tsUp =
       ts / I
-    . The group delay is (Ncoefs - 1) / 2 * tsUp. With odd Ncoefs and symmetrical coefs to have linear phase, the
-      group delay is an integer number of tsUp periods.
+    . The group delay is (Ncoefs - 1) / 2 * tsUp = (Ncoefs - 1) / I / 2 * ts. With odd Ncoefs and symmetrical coefs
+      to have linear phase, the group delay is an integer number of tsUp periods, so:
+      - when (Ncoefs - 1) %  2      == 0, then the group delay is an integer number of tsUp periods
+      - when (Ncoefs - 1) % (2 * I) == 0, then the group delay is an integer number of ts periods
 
     Procedure:
 
@@ -577,46 +580,57 @@ def upsample(x, Nup, coefs, verify=False):  # interpolate
 
       y[m]:   0  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 --> time m with unit Ts / I
 
-            Calucate y[0, 1, 2, 3] at x[0]
+            Calculate y[0, 1, 2, 3] at x[0]
               y[0] = h[0] x[0]
               y[1] = h[1] x[0]
               y[2] = h[2] x[0]
               y[3] = h[3] x[0]
 
-            Calucate y[4, 5 ,6 ,7] at x[1]
+            Calculate y[4, 5 ,6 ,7] at x[1]
               y[ 4] = h[0] x[1] + h[4] x[0]
               y[ 5] = h[1] x[1] + h[5] x[0]
               y[ 6] = h[2] x[1] + h[6] x[0]
               y[ 7] = h[3] x[1] + h[7] x[0]
 
-            Calucate y[8, 9, 10, 11] at x[2]
+            Calculate y[8, 9, 10, 11] at x[2]
               y[ 8] = h[0] x[2] + h[4] x[1] + h[ 8] x[0]
               y[ 9] = h[1] x[2] + h[5] x[1] + h[ 9] x[0]
               y[10] = h[2] x[2] + h[6] x[1] + h[10] x[0]
               y[11] = h[3] x[2] + h[7] x[1] + h[11] x[0]
 
-            Calucate y[12, 13, 14, 15] at x[3], see '|' markers between v[m] (is zero padded x[n]) and h[k] above
+            Calculate y[12, 13, 14, 15] at x[3], see '|' markers between v[m] (is zero padded x[n]) and h[k] above
               y[12] = h[0] x[3] + h[4] x[2] + h[ 8] x[1]
               y[13] = h[1] x[3] + h[5] x[2] + h[ 9] x[1]
               y[14] = h[2] x[3] + h[6] x[2] + h[10] x[1]
               y[15] = h[3] x[3] + h[7] x[2] + h[11] x[1]
 
-        ==> Calucate y[n * I + [0, ..., I - 1]] at x[n]
+        ==> Calculate y[n * I + [0, ..., I - 1]] at x[n]
 
-              y[n * I + 0] = lfilter(h[0, 4, 8], [1], x)
-              y[n * I + 1] = lfilter(h[1, 5, 9], [1], x)
-              y[n * I + 2] = lfilter(h[2, 6,10], [1], x)
-              y[n * I + 3] = lfilter(h[3, 7,11], [1], x)
+              y[n * I + 0] = lfilter(h[0, 4, 8], [1], x)   # p = 0
+              y[n * I + 1] = lfilter(h[1, 5, 9], [1], x)   # p = 1
+              y[n * I + 2] = lfilter(h[2, 6,10], [1], x)   # p = 2
+              y[n * I + 3] = lfilter(h[3, 7,11], [1], x)   # p = 3
     """
     Nx = len(x)
     Ncoefs = len(coefs)
     a = [1.0]
 
     # Polyphase implementation to avoid multiply by zero values
-    Ntaps = Ncoefs // Nup
-    polyCoefs = coefs.reshape(Ntaps, Nup).T
+    #   coefs = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11]
+    #   polyCoefs = [[ 0,  4,  8],   # p = 0
+    #                [ 1,  5,  9],   # p = 1
+    #                [ 2,  6, 10],   # p = 2
+    #                [ 3,  7, 11]])  # p = 3
+    # If necessary pad coefs with zeros
+    Ntaps = ceil_div(Ncoefs, Nup)
+    polyCoefs = np.zeros(Nup * Ntaps)
+    polyCoefs[0:Ncoefs] = coefs
+    polyCoefs = polyCoefs.reshape(Ntaps, Nup).T
+
+    # Poly phases for data
     polyY = np.zeros((Nup, Nx))
-    # Filter x per polyphase
+
+    # Filter x per polyphase, index p = 0, 1, .., Nup - 1 is the commutator in [Figure 10.13 in LYONS]
     for p in range(Nup):
         polyY[p] = signal.lfilter(polyCoefs[p], a, x)
     y = polyY.T.reshape(1, Nup * Nx)[0]
@@ -634,6 +648,125 @@ def upsample(x, Nup, coefs, verify=False):  # interpolate
     return y
 
 
+def downsample(x, Ndown, coefs, verify=False):  # decimate
+    """Downsample x by factor D = Ndown up
+
+    Input:
+    . x: Input signal x[n]
+    . Ndown: downsample (decimation) factor
+    . coefs: FIR filter coefficients for antialiasing LPF
+    . verify: when True then verify that output y is the same when calculated directly or when calculated using the
+              polyphase implementation.
+    Return:
+    . y: Downsampled output signal y[m]
+
+    Assumptions:
+    . x[n] = 0 for n < 0
+    . m = n // I, so first downsampled output sample starts at m = 0 based on n = 0
+    . no y[m] for m < 0
+    . skip D - 1 values zeros after each x[n] to get y[m], so len(y) = len(x) // D
+    . use coefs as anti aliasing filter, must be LPF with BW < fNyquist / D
+    . len(coefs) typically is multiple of Ndown. If shorter, then the coefs are extended with zeros.
+
+    Remarks:
+    . The input sample period is ts and the output sample period of the downsampled (= decimated signal) is tsDown =
+      ts * D
+    . The group delay is (Ncoefs - 1) / 2 * ts. With odd Ncoefs and symmetrical coefs to have linear phase, the group
+      delay is an integer number of ts periods, so:
+      - when (Ncoefs - 1) %  2      == 0, then the group delay is an integer number of ts periods
+      - when (Ncoefs - 1) % (2 * D) == 0, then the group delay is an integer number of tsDown periods
+
+    Procedure:
+
+      x[n]:   0  1  2  3  4  5  6  7  8  9 10 11 12  --> time n with unit Ts
+                                                  |
+      h[k]:     11 10  9  8  7  6  5  4  3  2  1  0  --> coefs for y[m] at m = 3
+
+                          8           4           0  --> coefs for v[n] at n = 12
+                       9           5           1     --> coefs for v[n] at n = 11
+                   10           6           2        --> coefs for v[n] at n = 10
+                11           7           3           --> coefs for v[n] at n =  9
+
+      v[n]:   0  1  2  3  4  5  6  7  8  9 10 11 12
+
+      y[m]:   0           1           2           3  --> time m with unit Ts * D
+
+            Remove    v[-3] = h[3] x[-3]                          at x[ 0]
+            Remove    v[-2] = h[2] x[-2]                          at x[ 0]
+            Remove    v[-1] = h[1] x[-1]                          at x[ 0]
+            Calculate v[ 0] = h[0] x[ 0]                          at x[ 0]
+
+            Calculate v[ 1] = h[3] x[ 1]                          at x[ 1]
+            Calculate v[ 2] = h[2] x[ 2]                          at x[ 2]
+            Calculate v[ 3] = h[1] x[ 3]                          at x[ 3]
+            Calculate v[ 4] = h[0] x[ 4] + h[4] x[0]              at x[ 4]
+
+            Calculate v[ 5] = h[3] x[ 5] + h[7] x[1]              at x[ 5]
+            Calculate v[ 6] = h[2] x[ 6] + h[6] x[2]              at x[ 6]
+            Calculate v[ 7] = h[1] x[ 7] + h[5] x[3]              at x[ 7]
+            Calculate v[ 8] = h[0] x[ 8] + h[4] x[4] + h[ 8] x[0] at x[ 8]
+
+            Calculate v[ 9] = h[3] x[ 9] + h[7] x[5] + h[11] x[1] at x[ 9]
+            Calculate v[10] = h[2] x[10] + h[6] x[6] + h[10] x[2] at x[10]
+            Calculate v[11] = h[1] x[11] + h[5] x[7] + h[ 9] x[3] at x[11]
+            Calculate v[12] = h[0] x[12] + h[4] x[8] + h[ 8] x[4] at x[12]
+
+        ==> Calculate y[m] at sum v[n - p] at x[n] for n = m * D and p = 3, 2, 1, 0
+
+                       Ndown-1
+              y[m] =     sum   v[m * D - p]
+                        p = 0
+
+                   with:
+                                [n - p]                                 [p]
+                               v[n - 3] = lfilter(h[3, 7,11], [1], polyX[0])
+                               v[n - 2] = lfilter(h[2, 6,10], [1], polyX[1])
+                               v[n - 1] = lfilter(h[1, 5, 9], [1], polyX[2])
+                               v[n - 0] = lfilter(h[0, 4, 8], [1], polyX[3])
+    """
+    Nxp = 1 + (len(x) - 1) // Ndown   # Number of samples from x per poly phase in polyX
+    Nx = 1 + Ndown * (Nxp - 1)  # Used number of samples from x
+    Ncoefs = len(coefs)
+    a = [1.0]
+
+    # Polyphase implementation to avoid calculating values that are removed
+    #   coefs = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11]
+    #   polyCoefs = [[ 3,  7, 11],
+    #                [ 2,  6, 10],
+    #                [ 1,  5,  9],
+    #                [ 0,  4,  8]])
+    # If necessary pad coefs with zeros
+    Ntaps = ceil_div(Ncoefs, Ndown)
+    polyCoefs = np.zeros(Ndown * Ntaps)
+    polyCoefs[0:Ncoefs] = coefs
+    polyCoefs = polyCoefs.reshape(Ntaps, Ndown).T
+    polyCoefs = np.flip(polyCoefs, axis=0)
+
+    # Poly phases for data
+    polyX = np.zeros(Ndown * Nxp)
+    polyX[Ndown - 1] = x[0]
+    polyX[Ndown:] = x[1 : Nx]
+    polyX = polyX.reshape(Nxp, Ndown).T
+    polyY = np.zeros((Ndown, Nxp))
+
+    # Filter x per polyphase, index p = 0, 1, .., Ndown - 1 is the commutator in [Figure 10.14 in LYONS]
+    for p in range(Ndown):
+        polyY[p] = signal.lfilter(polyCoefs[p], a, polyX[p])
+    y = np.sum(polyY, axis=0)
+
+    if verify:
+        # Inefficient implementation with calculating values that are removed
+        yVerify = np.zeros(Ndown * Nxp)
+        yVerify[0 : Nx] = signal.lfilter(coefs, a, x[0 : Nx])  # filter
+        yVerify = yVerify.reshape(Nxp, Ndown).T   # poly phases
+        yVerify = yVerify[1]   # downsample
+        if np.all(y == yVerify):
+            print('ERROR: wrong downsample result')
+        else:
+            print('PASSED: correct downsample result')
+    return y
+
+
 ###############################################################################
 # Radix FFT
 ###############################################################################
diff --git a/applications/lofar2/model/pfb_os/up_down_sampling.ipynb b/applications/lofar2/model/pfb_os/up_down_sampling.ipynb
index da522a3dc77f43d02c89664bbb72da564b1c614d..e5e98b1bc7701dcab18a3f47ad1b4eeac5d8cea7 100644
--- a/applications/lofar2/model/pfb_os/up_down_sampling.ipynb
+++ b/applications/lofar2/model/pfb_os/up_down_sampling.ipynb
@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 269,
+   "execution_count": 427,
    "id": "02689e50",
    "metadata": {},
    "outputs": [],
@@ -30,7 +30,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 270,
+   "execution_count": 428,
    "id": "65235f50",
    "metadata": {},
    "outputs": [],
@@ -40,7 +40,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 271,
+   "execution_count": 429,
    "id": "acea4f0a",
    "metadata": {},
    "outputs": [
@@ -50,7 +50,7 @@
        "<module 'dsp' from '/dop466_0/kooistra/git/hdl/applications/lofar2/model/pfb_os/dsp.py'>"
       ]
      },
-     "execution_count": 271,
+     "execution_count": 429,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -62,7 +62,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 272,
+   "execution_count": 430,
    "id": "55e0fe37",
    "metadata": {},
    "outputs": [],
@@ -73,7 +73,10 @@
     "\n",
     "fNyquist = fs / 2\n",
     "\n",
-    "Nup = 3"
+    "Nup = 3\n",
+    "Ndown = 4\n",
+    "\n",
+    "Nrate = np.max(np.array([Nup, Ndown]))"
    ]
   },
   {
@@ -86,7 +89,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 273,
+   "execution_count": 431,
    "id": "e08b5ba2",
    "metadata": {},
    "outputs": [
@@ -94,12 +97,12 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "25\n"
+      "133\n"
      ]
     },
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -109,12 +112,12 @@
     }
    ],
    "source": [
-    "# Choose freq < fNyquist / Nup\n",
-    "freq = 0.7 * fNyquist / Nup\n",
+    "# Choose freq < fNyquist / Nrate\n",
+    "freq = 0.3 * fNyquist / Nrate\n",
     "phase = np.pi / 3\n",
     "\n",
     "# Time\n",
-    "Nperiods = 3\n",
+    "Nperiods = 5\n",
     "period = 1 / freq\n",
     "Nsim = int(Nperiods * period / ts)\n",
     "print(str(Nsim))\n",
@@ -127,7 +130,7 @@
     "fstart = freq * 1.0\n",
     "fend = freq * 2.0\n",
     "tend = (Nsim - 1) * ts\n",
-    "wgData = signal.chirp(tWg, f0=fstart, f1=fend, t1=tend, method='linear', phi=phase)\n",
+    "# wgData = signal.chirp(tWg, f0=fstart, f1=fend, t1=tend, method='linear', phi=phase)\n",
     "\n",
     "plt.plot(tWg, wgData, 'r-', tWg, wgData, 'r*')\n",
     "plt.title('WG data')\n",
@@ -136,17 +139,25 @@
     "plt.grid(True)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "eaa173f1",
+   "metadata": {},
+   "source": [
+    "# 1. Interpolation"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "15bf6804",
    "metadata": {},
    "source": [
-    "# Prototype FIR low pass filter"
+    "## 1.1 Prototype FIR low pass filter"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 274,
+   "execution_count": 432,
    "id": "0a69b385",
    "metadata": {},
    "outputs": [
@@ -189,7 +200,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 275,
+   "execution_count": 433,
    "id": "ca83f348",
    "metadata": {},
    "outputs": [
@@ -234,12 +245,12 @@
    "id": "acca4f19",
    "metadata": {},
    "source": [
-    "# Upsampling"
+    "## 1.2 Upsampling"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 276,
+   "execution_count": 434,
    "id": "5a402a30",
    "metadata": {},
    "outputs": [
@@ -248,12 +259,13 @@
      "output_type": "stream",
      "text": [
       "Ncoefs     = 48\n",
-      "groupDelay = 23.5 interpolated samples\n"
+      "groupDelay = 23.5 interpolated samples\n",
+      "PASSED: correct upsample result\n"
      ]
     },
     {
      "data": {
-      "image/png": "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\n",
+      "image/png": "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\n",
       "text/plain": [
        "<Figure size 700x400 with 1 Axes>"
       ]
@@ -271,7 +283,7 @@
     "tUp = (np.arange(0, Nsim * Nup) - groupDelay) * tsUp\n",
     "\n",
     "coefs = hPrototype * Nup\n",
-    "interpolatedData = dsp.upsample(wgData, Nup, coefs)\n",
+    "interpolatedData = dsp.upsample(wgData, Nup, coefs, verify=True)\n",
     "\n",
     "plt.plot(tWg, wgData, 'r-', tWg, wgData, 'r*')\n",
     "plt.plot(tUp, interpolatedData, 'b-', tUp, interpolatedData, 'b*')\n",
@@ -282,10 +294,125 @@
     "plt.grid(True)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "278eb3c3",
+   "metadata": {},
+   "source": [
+    "# 2. Decimation"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "074fa8c1",
+   "metadata": {},
+   "source": [
+    "## 2.1 Prototype FIR low pass filter"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 435,
+   "id": "493b816b",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "f_pb =  0.1125\n",
+      "w_tb =  0.045000000000000005\n",
+      "f_sb =  0.1575\n",
+      "hFirls:\n",
+      ". f_pb              = 0.112500\n",
+      ". w_tb              = 0.045000\n",
+      ". f_sb              = 0.157500\n",
+      ". beta              = 1.000000\n",
+      ". Q                 = 1\n",
+      ". N                 = 61\n",
+      ". DC sum            = 1.000000\n",
+      ". Symmetrical coefs = True\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Use same specifications as for interpolation except for Ndft\n",
+    "Ndft = Ndown\n",
+    "Ncoefs = Ndft * Ntaps - 3\n",
+    "hPrototype = dsp.prototype_fir_low_pass_filter(\n",
+    "    Ndft, Ntaps, Ncoefs, hpFactor, transitionFactor, stopRippleFactor, beta)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6c494fc9",
+   "metadata": {},
+   "source": [
+    "## 2.2 Downsampling"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 436,
+   "id": "2240f8ff",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Ncoefs     = 61\n",
+      "groupDelay = 30.0 input samples\n",
+      "len(x) = 133\n",
+      "Nxp = 34\n",
+      "Nx = 133\n",
+      "PASSED: correct downsample result\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<Figure size 700x400 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Adjust output time axis for group delay to align output with input in plot \n",
+    "groupDelay = (Ncoefs - 1) / 2\n",
+    "print('Ncoefs     = ' + str(len(hPrototype)))\n",
+    "print('groupDelay = ' + str(groupDelay) + ' input samples')\n",
+    "tsDown = ts * Ndown\n",
+    "Dsim = 1 + (Nsim - 1) // Ndown\n",
+    "tDown = (np.arange(0, Dsim) * tsDown) - groupDelay * ts\n",
+    "\n",
+    "coefs = hPrototype\n",
+    "decimatedData = dsp.downsample(wgData, Ndown, coefs, verify=True)\n",
+    "\n",
+    "plt.plot(tWg, wgData, 'r-', tWg, wgData, 'r*')\n",
+    "plt.plot(tDown, decimatedData, 'b-', tDown, decimatedData, 'b*')\n",
+    "plt.title('Decimated data')\n",
+    "plt.xlabel('t [ts = ' + str(ts) + ']')\n",
+    "plt.ylabel('voltage')\n",
+    "#plt.xlim([55, 65])\n",
+    "plt.grid(True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d9aac127",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d5a033c9",
+   "id": "b819931c",
    "metadata": {},
    "outputs": [],
    "source": []