Begin C interpolation code for distances,angles
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@@ -30,9 +30,6 @@ from rplidar import RPLidar as Lidar
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from pltslamshow import SlamShow
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from scipy.interpolate import interp1d
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import numpy as np
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if __name__ == '__main__':
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# Connect to Lidar unit
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@@ -55,34 +52,41 @@ if __name__ == '__main__':
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while True:
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# Extrat (quality, angle, distance) triples from current scan
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try:
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# Extract (quality, angle, distance) triples from current scan
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items = [item for item in next(iterator)]
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# Extract distances and angles from triples
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distances = [item[2] for item in items]
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angles = [item[1] for item in items]
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# Interpolate to get 360 angles from 0 through 359, and corresponding distances
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f = interp1d(angles, distances, fill_value='extrapolate')
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distances = list(f(np.arange(360))) # slam.update wants a list
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print(len(distances), len(angles))
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# Update SLAM with current Lidar scan, using third element of (quality, angle, distance) triples
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slam.update(distances)
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# Update SLAM with current Lidar scan and scan angles
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slam.update(distances, scan_angles_degrees=angles)
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# Get current robot position
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x, y, theta = slam.getpos()
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except KeyboardInterrupt:
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# Get current map bytes as grayscale
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slam.getmap(mapbytes)
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display.displayMap(mapbytes)
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display.setPose(x, y, theta)
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# Break on window close
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if not display.refresh():
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break
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# Get current robot position
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#x, y, theta = slam.getpos()
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# Get current map bytes as grayscale
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#slam.getmap(mapbytes)
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# Display the map
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#display.displayMap(mapbytes)
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# Display the robot's pose in the map
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#display.setPose(x, y, theta)
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# Break on window close
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#if not display.refresh():
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# break
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# Shut down the lidar connection
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from time import sleep
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lidar.stop()
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lidar.disconnect()
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@@ -288,21 +288,25 @@ Scan_update(Scan *self, PyObject *args, PyObject *kwds)
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"lidar must be a list");
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}
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// Scan angles provided; run bozo-filter to match against lidar-list size
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// Scan angles provided
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if (py_scan_angles_degrees != Py_None)
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{
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// Bozo filter on SCAN_ANGLES_DEGREES argument
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// Bozo filter #1: SCAN_ANGLES_DEGREES must be a list
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if (!PyList_Check(py_scan_angles_degrees))
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{
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return null_on_raise_argument_exception_with_details("Scan", "update",
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"scan angles must be a list");
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}
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// Bozo filter #2: must have same number of scan angles as scan distances
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if (PyList_Size(py_lidar) != PyList_Size(py_scan_angles_degrees))
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{
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return null_on_raise_argument_exception_with_details("Scan", "update",
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"number of scan angles must equal number of scan distances");
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}
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printf("Interpolate!\n");
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Py_RETURN_NONE;
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}
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// No scan angles provided; lidar-list size must match scan size
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@@ -312,13 +316,12 @@ Scan_update(Scan *self, PyObject *args, PyObject *kwds)
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"lidar size mismatch");
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}
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// Default to no velocities
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double dxy_mm = 0;
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double dtheta_degrees = 0;
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// Bozo filter on velocities tuple
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if (py_velocities)
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if (py_velocities != Py_None)
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{
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if (!PyTuple_Check(py_velocities))
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{
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