diff --git a/applications/lofar2/model/pfb_os/pfb_reconstruction.ipynb b/applications/lofar2/model/pfb_os/pfb_reconstruction.ipynb index 923ad1c1cc89094ba901c9c5c92c4118f718eda1..48890cf6415d1eea14177dfe04b35808f2040ef5 100644 --- a/applications/lofar2/model/pfb_os/pfb_reconstruction.ipynb +++ b/applications/lofar2/model/pfb_os/pfb_reconstruction.ipynb @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 182, "id": "02689e50", "metadata": {}, "outputs": [], @@ -39,10 +39,19 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 183, "id": "65235f50", "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", @@ -69,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 184, "id": "a39e99a2", "metadata": {}, "outputs": [], @@ -79,7 +88,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 185, "id": "3436bc2a", "metadata": {}, "outputs": [], @@ -96,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 186, "id": "ca6b8c9d", "metadata": {}, "outputs": [], @@ -112,7 +121,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 187, "id": "74eb2365", "metadata": {}, "outputs": [], @@ -124,7 +133,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 188, "id": "55e0fe37", "metadata": {}, "outputs": [], @@ -136,7 +145,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 189, "id": "20ae2f4a", "metadata": {}, "outputs": [], @@ -157,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 190, "id": "e08b5ba2", "metadata": {}, "outputs": [], @@ -202,7 +211,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 191, "id": "bd4054d7", "metadata": {}, "outputs": [ @@ -258,7 +267,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 192, "id": "181d6c07", "metadata": {}, "outputs": [], @@ -271,7 +280,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 193, "id": "6108ff59", "metadata": {}, "outputs": [], @@ -290,7 +299,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 194, "id": "3ec78793", "metadata": {}, "outputs": [], @@ -309,7 +318,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 195, "id": "da37c5b9", "metadata": { "scrolled": true @@ -334,7 +343,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 196, "id": "4f11bd88", "metadata": {}, "outputs": [], @@ -356,7 +365,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 197, "id": "a3b429a8", "metadata": {}, "outputs": [], @@ -369,7 +378,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 198, "id": "8e867248", "metadata": {}, "outputs": [ @@ -444,7 +453,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 199, "id": "55808f1c", "metadata": {}, "outputs": [ @@ -490,7 +499,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 200, "id": "6eb3b494", "metadata": {}, "outputs": [ @@ -514,7 +523,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 201, "id": "eee415a1", "metadata": {}, "outputs": [], @@ -533,7 +542,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 202, "id": "9468907a", "metadata": {}, "outputs": [], @@ -558,7 +567,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 203, "id": "4d046175", "metadata": {}, "outputs": [ @@ -627,7 +636,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 204, "id": "c8d0560c", "metadata": {}, "outputs": [], @@ -659,7 +668,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 205, "id": "e01f671d", "metadata": {}, "outputs": [ @@ -684,7 +693,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 207, "id": "c0573913", "metadata": {}, "outputs": [ @@ -725,6 +734,7 @@ "diffData = inpData - outData\n", "diffDataMax = np.max(np.abs(diffData))\n", "SNRdb = pow_db(np.std(wgData) / np.std(diffData))\n", + "# Expected SNR = 11.96 dB for Ntap = 8, Ndft = 16, 'firwin', hpFactor = 1.0, 'noise'\n", "print('SNRdb = %.2f [dB]' % SNRdb)\n", "if SNRdb < 100:\n", " plt.figure(1, figsize=(11, 8))\n", @@ -760,7 +770,7 @@ { "cell_type": "code", "execution_count": null, - "id": "760d507d", + "id": "8bd92167", "metadata": {}, "outputs": [], "source": []