From 2d6edef0030dc4284260535f3b095a8a0e52f86e Mon Sep 17 00:00:00 2001 From: Darryn Jordan Date: Fri, 1 Apr 2022 14:30:53 +0200 Subject: [PATCH 1/9] Several fixes for modern versions of Ubuntu. --- .gitignore | 4 +++- README.md | 5 +++++ src/rspython.cpp | 4 ++-- 3 files changed, 10 insertions(+), 3 deletions(-) diff --git a/.gitignore b/.gitignore index 4cd4d13..949070d 100644 --- a/.gitignore +++ b/.gitignore @@ -5,4 +5,6 @@ doc/equations/equations.pdf tutorials/.ipynb_checkpoints/* tutorials/__pycache__/* tutorials/*.h5 -tutorials/*.fersxml \ No newline at end of file +tutorials/*.fersxml + +build/ \ No newline at end of file diff --git a/README.md b/README.md index b63f90d..a757b0b 100644 --- a/README.md +++ b/README.md @@ -98,3 +98,8 @@ 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., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA + + +``` +cmake -D FERS_LIB_HDF5="/usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5.so" -D FERS_LIB_HDF5_HL="/usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5_hl.so" -D CMAKE_CXX_FLAGS="-I/usr/include/hdf5/serial/" ../ +``` \ No newline at end of file diff --git a/src/rspython.cpp b/src/rspython.cpp index 5a25d40..fe603a8 100644 --- a/src/rspython.cpp +++ b/src/rspython.cpp @@ -43,7 +43,7 @@ PythonExtension::PythonExtension(const std::string& module, const std::string& f { data = new PythonExtensionData; //Import the module - PyObject *modname = PyString_FromString(module.c_str()); + PyObject *modname = PyUnicode_FromString(module.c_str()); data->pModule = PyImport_Import(modname); Py_DECREF(modname); @@ -52,7 +52,7 @@ PythonExtension::PythonExtension(const std::string& module, const std::string& f throw std::runtime_error("Could not import Python module "+module); } //Import the function - PyObject *funcname = PyString_FromString(function.c_str()); + PyObject *funcname = PyUnicode_FromString(function.c_str()); data->pFunc = PyObject_GetAttr(data->pModule, funcname); Py_DECREF(funcname); if (!data->pFunc) { From 1b6ea2b1eabc2fa8b353a089f23f6952373097ee Mon Sep 17 00:00:00 2001 From: Darryn Anton Jordan Date: Wed, 4 May 2022 15:11:43 +0200 Subject: [PATCH 2/9] Tweaked fers path. Ignore venv folders. --- .gitignore | 3 ++- tutorials/fers.py | 2 +- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index 949070d..7d5cc4d 100644 --- a/.gitignore +++ b/.gitignore @@ -7,4 +7,5 @@ tutorials/__pycache__/* tutorials/*.h5 tutorials/*.fersxml -build/ \ No newline at end of file +build/ +*/venv \ No newline at end of file diff --git a/tutorials/fers.py b/tutorials/fers.py index f687d11..1916423 100644 --- a/tutorials/fers.py +++ b/tutorials/fers.py @@ -240,7 +240,7 @@ def write_xml(self): def run(self): # print('Launching FERS:', self.filename) try: - sbp.run(['./server.sh']) + sbp.run(['fers', 'sim.fersxml']) except: print('ERROR: failed to launch - check that FERS is installed correctly.') exit(1) From 9ec60fcae7e14947f7745c363634ac992e315ee8 Mon Sep 17 00:00:00 2001 From: Darryn Anton Jordan Date: Wed, 4 May 2022 15:38:42 +0200 Subject: [PATCH 3/9] Added path to python libraries. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a757b0b..a180a4b 100644 --- a/README.md +++ b/README.md @@ -101,5 +101,5 @@ Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA ``` -cmake -D FERS_LIB_HDF5="/usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5.so" -D FERS_LIB_HDF5_HL="/usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5_hl.so" -D CMAKE_CXX_FLAGS="-I/usr/include/hdf5/serial/" ../ +cmake -D FERS_LIB_HDF5="/usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5.so" -D FERS_LIB_HDF5_HL="/usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5_hl.so" -D CMAKE_CXX_FLAGS="-I/usr/include/hdf5/serial/ -I/usr/include/python3.10/" ../ ``` \ No newline at end of file From e20302fa019fa40f93eef0bc94752e31e505e411 Mon Sep 17 00:00:00 2001 From: Darryn Anton Jordan Date: Thu, 5 May 2022 10:10:32 +0200 Subject: [PATCH 4/9] Removed unnecessary imports. --- tutorials/tutorial_notebook.ipynb | 131 ++++++++++++++++++++++++------ 1 file changed, 104 insertions(+), 27 deletions(-) diff --git a/tutorials/tutorial_notebook.ipynb b/tutorials/tutorial_notebook.ipynb index 4a83df8..a02d332 100644 --- a/tutorials/tutorial_notebook.ipynb +++ b/tutorials/tutorial_notebook.ipynb @@ -19,7 +19,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -30,7 +30,7 @@ "import numpy as np\n", "\n", "from numpy import matlib as mb\n", - "from scipy.signal import chirp, spectrogram, lfilter, freqz, firwin, decimate, kaiserord, hilbert" + "from scipy.signal import spectrogram, decimate" ] }, { @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -97,7 +97,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -120,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -147,7 +147,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -166,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -214,7 +214,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -263,7 +263,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -281,7 +281,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ @@ -292,7 +292,7 @@ "fers_xml = fers.FersXMLGenerator(os.path.join(output_dir, FERS_XML_FILENAME))\n", "\n", "fers_xml.add_parameters(\n", - " t_start=0,\n", + " t_start=1/prf,\n", " t_end=n_seconds,\n", " sim_rate=rf_sim_rate,\n", " bits=adc_bits\n", @@ -350,7 +350,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ @@ -371,7 +371,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -390,7 +390,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -406,9 +406,40 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/darryn/.local/lib/python3.10/site-packages/matplotlib/cbook/__init__.py:1298: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return np.asarray(x, float)\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'Time (us)')" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plt.figure()\n", "plt.plot(t_bb*1e6, bb_matrix[:, 0])\n", @@ -424,7 +455,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -445,7 +476,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -462,9 +493,32 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'Range (m)')" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plt.figure()\n", "plt.plot(r_fft, lin2db(abs(bb_matrix[:, n_pulses//2])))\n", @@ -482,9 +536,32 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Range (m)')" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "image_axes = [0, n_seconds, r_fft[-1], r_fft[0]]\n", "\n", @@ -521,7 +598,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.10.4" } }, "nbformat": 4, From 470353657510ebb96670c4738b317d9a0b05bad3 Mon Sep 17 00:00:00 2001 From: Darryn Anton Jordan Date: Thu, 5 May 2022 10:15:58 +0200 Subject: [PATCH 5/9] Removed cmake command. --- README.md | 5 ----- 1 file changed, 5 deletions(-) diff --git a/README.md b/README.md index a180a4b..b63f90d 100644 --- a/README.md +++ b/README.md @@ -98,8 +98,3 @@ 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., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA - - -``` -cmake -D FERS_LIB_HDF5="/usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5.so" -D FERS_LIB_HDF5_HL="/usr/lib/x86_64-linux-gnu/hdf5/serial/libhdf5_hl.so" -D CMAKE_CXX_FLAGS="-I/usr/include/hdf5/serial/ -I/usr/include/python3.10/" ../ -``` \ No newline at end of file From f2fce04d3cdb0a00d3c48bd6aa8d4746d3fc792d Mon Sep 17 00:00:00 2001 From: Darryn Anton Jordan Date: Thu, 5 May 2022 10:46:32 +0200 Subject: [PATCH 6/9] Reverted to original phase calculation. --- src/rssim.cpp | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/rssim.cpp b/src/rssim.cpp index 02e46ba..56aa346 100644 --- a/src/rssim.cpp +++ b/src/rssim.cpp @@ -76,7 +76,8 @@ void SolveRE(const Transmitter *trans, const Receiver *recv, const Target *targ, results.power *= trans->MultipathDualFactor(); //Step 3, calculate phase shift //See "Phase Delay Equation" in doc/equations/equations.tex - results.phase = fmod(results.delay*2*M_PI*wave->GetCarrier(), 2*M_PI); + // results.phase = fmod(results.delay*2*M_PI*wave->GetCarrier(), 2*M_PI); + results.phase = -results.delay*2*M_PI*wave->GetCarrier(); //Step 4, calculate doppler shift //Calculate positions at the end of the pulse Vec3 trpos_end = trans->GetPosition(time+length); From b1d53e003d92e4d0c1d66e1d048987c565b49f55 Mon Sep 17 00:00:00 2001 From: Darryn Anton Jordan Date: Thu, 5 May 2022 11:00:06 +0200 Subject: [PATCH 7/9] Tweaked tutorial assumptions. --- tutorials/tutorial_notebook.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tutorials/tutorial_notebook.ipynb b/tutorials/tutorial_notebook.ipynb index a02d332..40cbef8 100644 --- a/tutorials/tutorial_notebook.ipynb +++ b/tutorials/tutorial_notebook.ipynb @@ -7,7 +7,7 @@ "# FERS Tutorial Notebook\n", "This notebook presents a tutorial to get FERS noobs up and running quickly.\n", "\n", - "It is assumed that you are running FERS in a virtualbox. The server.sh file will have to be adjusted for your hostname and directories." + "It is assumed that you are running FERS locally. Feel free to use the server.sh file if you have a remote setup." ] }, { From cba506510461ae91aeaf45684334175c0c2437b4 Mon Sep 17 00:00:00 2001 From: Darryn Anton Jordan Date: Thu, 5 May 2022 11:00:34 +0200 Subject: [PATCH 8/9] Tweaked tutorial assumptions. --- tutorials/tutorial_notebook.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tutorials/tutorial_notebook.ipynb b/tutorials/tutorial_notebook.ipynb index 40cbef8..2ae2d99 100644 --- a/tutorials/tutorial_notebook.ipynb +++ b/tutorials/tutorial_notebook.ipynb @@ -7,7 +7,7 @@ "# FERS Tutorial Notebook\n", "This notebook presents a tutorial to get FERS noobs up and running quickly.\n", "\n", - "It is assumed that you are running FERS locally. Feel free to use the server.sh file if you have a remote setup." + "It is assumed that you are running FERS locally, i.e. `fers` can be run from anywhere in your terminal. Feel free to use the server.sh file if you have a remote setup." ] }, { From 9d3b06c5fa51b3e90401ed93c7f06bd6c21c4db6 Mon Sep 17 00:00:00 2001 From: Darryn Anton Jordan Date: Thu, 5 May 2022 11:02:35 +0200 Subject: [PATCH 9/9] Removed cell output. --- tutorials/tutorial_notebook.ipynb | 125 ++++++------------------------ 1 file changed, 24 insertions(+), 101 deletions(-) diff --git a/tutorials/tutorial_notebook.ipynb b/tutorials/tutorial_notebook.ipynb index 2ae2d99..957afaf 100644 --- a/tutorials/tutorial_notebook.ipynb +++ b/tutorials/tutorial_notebook.ipynb @@ -19,7 +19,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -63,7 +63,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -97,7 +97,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -120,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -147,7 +147,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -166,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -214,7 +214,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -263,7 +263,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -281,7 +281,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -350,7 +350,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -371,7 +371,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -390,7 +390,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -406,40 +406,9 @@ }, { "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/darryn/.local/lib/python3.10/site-packages/matplotlib/cbook/__init__.py:1298: ComplexWarning: Casting complex values to real discards the imaginary part\n", - " return np.asarray(x, float)\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'Time (us)')" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "plt.figure()\n", "plt.plot(t_bb*1e6, bb_matrix[:, 0])\n", @@ -455,7 +424,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -476,7 +445,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -493,32 +462,9 @@ }, { "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'Range (m)')" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "plt.figure()\n", "plt.plot(r_fft, lin2db(abs(bb_matrix[:, n_pulses//2])))\n", @@ -536,32 +482,9 @@ }, { "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'Range (m)')" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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