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% /*
% * Copyright (c) 2008, Maxim Likhachev
% * All rights reserved.
% *
% * Redistribution and use in source and binary forms, with or without
% * modification, are permitted provided that the following conditions are met:
% *
% * * Redistributions of source code must retain the above copyright
% * notice, this list of conditions and the following disclaimer.
% * * Redistributions in binary form must reproduce the above copyright
% * notice, this list of conditions and the following disclaimer in the
% * documentation and/or other materials provided with the distribution.
% * * Neither the name of the Carnegie Mellon University nor the names of its
% * contributors may be used to endorse or promote products derived from
% * this software without specific prior written permission.
% *
% * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
% * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
% * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
% * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
% * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
% * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
% * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
% * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
% * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
% * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
% * POSSIBILITY OF SUCH DAMAGE.
% */
function[] = genmprim_unicycle_highcost_5cm(outfilename)
%
%generates motion primitives and saves them into file
%
%written by Maxim Likhachev
%---------------------------------------------------
%
%defines
UNICYCLE_MPRIM_16DEGS = 1;
if UNICYCLE_MPRIM_16DEGS == 1
resolution = 0.05;
numberofangles = 16; %preferably a power of 2, definitely multiple of 8
numberofprimsperangle = 7;
%multipliers (multiplier is used as costmult*cost)
forwardcostmult = 1;
backwardcostmult = 40;
forwardandturncostmult = 2;
sidestepcostmult = 10;
turninplacecostmult = 20;
%note, what is shown x,y,theta changes (not absolute numbers)
%0 degreees
basemprimendpts0_c = zeros(numberofprimsperangle, 4); %x,y,theta,costmult
%x aligned with the heading of the robot, angles are positive
%counterclockwise
%0 theta change
basemprimendpts0_c(1,:) = [1 0 0 forwardcostmult];
basemprimendpts0_c(2,:) = [8 0 0 forwardcostmult];
basemprimendpts0_c(3,:) = [-1 0 0 backwardcostmult];
%1/16 theta change
basemprimendpts0_c(4,:) = [8 1 1 forwardandturncostmult];
basemprimendpts0_c(5,:) = [8 -1 -1 forwardandturncostmult];
%turn in place
basemprimendpts0_c(6,:) = [0 0 1 turninplacecostmult];
basemprimendpts0_c(7,:) = [0 0 -1 turninplacecostmult];
%45 degrees
basemprimendpts45_c = zeros(numberofprimsperangle, 4); %x,y,theta,costmult (multiplier is used as costmult*cost)
%x aligned with the heading of the robot, angles are positive
%counterclockwise
%0 theta change
basemprimendpts45_c(1,:) = [1 1 0 forwardcostmult];
basemprimendpts45_c(2,:) = [6 6 0 forwardcostmult];
basemprimendpts45_c(3,:) = [-1 -1 0 backwardcostmult];
%1/16 theta change
basemprimendpts45_c(4,:) = [5 7 1 forwardandturncostmult];
basemprimendpts45_c(5,:) = [7 5 -1 forwardandturncostmult];
%turn in place
basemprimendpts45_c(6,:) = [0 0 1 turninplacecostmult];
basemprimendpts45_c(7,:) = [0 0 -1 turninplacecostmult];
%22.5 degrees
basemprimendpts22p5_c = zeros(numberofprimsperangle, 4); %x,y,theta,costmult (multiplier is used as costmult*cost)
%x aligned with the heading of the robot, angles are positive
%counterclockwise
%0 theta change
basemprimendpts22p5_c(1,:) = [2 1 0 forwardcostmult];
basemprimendpts22p5_c(2,:) = [6 3 0 forwardcostmult];
basemprimendpts22p5_c(3,:) = [-2 -1 0 backwardcostmult];
%1/16 theta change
basemprimendpts22p5_c(4,:) = [5 4 1 forwardandturncostmult];
basemprimendpts22p5_c(5,:) = [7 2 -1 forwardandturncostmult];
%turn in place
basemprimendpts22p5_c(6,:) = [0 0 1 turninplacecostmult];
basemprimendpts22p5_c(7,:) = [0 0 -1 turninplacecostmult];
else
fprintf(1, 'ERROR: undefined mprims type\n');
return;
end;
fout = fopen(outfilename, 'w');
%write the header
fprintf(fout, 'resolution_m: %f\n', resolution);
fprintf(fout, 'numberofangles: %d\n', numberofangles);
fprintf(fout, 'totalnumberofprimitives: %d\n', numberofprimsperangle*numberofangles);
%iterate over angles
for angleind = 1:numberofangles
figure(1);
hold off;
text(0, 0, int2str(angleind));
%iterate over primitives
for primind = 1:numberofprimsperangle
fprintf(fout, 'primID: %d\n', primind-1);
fprintf(fout, 'startangle_c: %d\n', angleind-1);
%current angle
currentangle = (angleind-1)*2*pi/numberofangles;
currentangle_36000int = round((angleind-1)*36000/numberofangles);
%compute which template to use
if (rem(currentangle_36000int, 9000) == 0)
basemprimendpts_c = basemprimendpts0_c(primind,:);
angle = currentangle;
elseif (rem(currentangle_36000int, 4500) == 0)
basemprimendpts_c = basemprimendpts45_c(primind,:);
angle = currentangle - 45*pi/180;
elseif (rem(currentangle_36000int-7875, 9000) == 0)
basemprimendpts_c = basemprimendpts33p75_c(primind,:);
basemprimendpts_c(1) = basemprimendpts33p75_c(primind, 2); %reverse x and y
basemprimendpts_c(2) = basemprimendpts33p75_c(primind, 1);
basemprimendpts_c(3) = -basemprimendpts33p75_c(primind, 3); %reverse the angle as well
angle = currentangle - 78.75*pi/180;
fprintf(1, '78p75\n');
elseif (rem(currentangle_36000int-6750, 9000) == 0)
basemprimendpts_c = basemprimendpts22p5_c(primind,:);
basemprimendpts_c(1) = basemprimendpts22p5_c(primind, 2); %reverse x and y
basemprimendpts_c(2) = basemprimendpts22p5_c(primind, 1);
basemprimendpts_c(3) = -basemprimendpts22p5_c(primind, 3); %reverse the angle as well
%fprintf(1, '%d %d %d onto %d %d %d\n', basemprimendpts22p5_c(1), basemprimendpts22p5_c(2), basemprimendpts22p5_c(3), ...
% basemprimendpts_c(1), basemprimendpts_c(2), basemprimendpts_c(3));
angle = currentangle - 67.5*pi/180;
fprintf(1, '67p5\n');
elseif (rem(currentangle_36000int-5625, 9000) == 0)
basemprimendpts_c = basemprimendpts11p25_c(primind,:);
basemprimendpts_c(1) = basemprimendpts11p25_c(primind, 2); %reverse x and y
basemprimendpts_c(2) = basemprimendpts11p25_c(primind, 1);
basemprimendpts_c(3) = -basemprimendpts11p25_c(primind, 3); %reverse the angle as well
angle = currentangle - 56.25*pi/180;
fprintf(1, '56p25\n');
elseif (rem(currentangle_36000int-3375, 9000) == 0)
basemprimendpts_c = basemprimendpts33p75_c(primind,:);
angle = currentangle - 33.75*pi/180;
fprintf(1, '33p75\n');
elseif (rem(currentangle_36000int-2250, 9000) == 0)
basemprimendpts_c = basemprimendpts22p5_c(primind,:);
angle = currentangle - 22.5*pi/180;
fprintf(1, '22p5\n');
elseif (rem(currentangle_36000int-1125, 9000) == 0)
basemprimendpts_c = basemprimendpts11p25_c(primind,:);
angle = currentangle - 11.25*pi/180;
fprintf(1, '11p25\n');
else
fprintf(1, 'ERROR: invalid angular resolution. angle = %d\n', currentangle_36000int);
return;
end;
%now figure out what action will be
baseendpose_c = basemprimendpts_c(1:3);
additionalactioncostmult = basemprimendpts_c(4);
endx_c = round(baseendpose_c(1)*cos(angle) - baseendpose_c(2)*sin(angle));
endy_c = round(baseendpose_c(1)*sin(angle) + baseendpose_c(2)*cos(angle));
endtheta_c = rem(angleind - 1 + baseendpose_c(3), numberofangles);
endpose_c = [endx_c endy_c endtheta_c];
fprintf(1, 'rotation angle=%f\n', angle*180/pi);
if baseendpose_c(2) == 0 & baseendpose_c(3) == 0
%fprintf(1, 'endpose=%d %d %d\n', endpose_c(1), endpose_c(2), endpose_c(3));
end;
%generate intermediate poses (remember they are w.r.t 0,0 (and not
%centers of the cells)
numofsamples = 10;
intermcells_m = zeros(numofsamples,3);
if UNICYCLE_MPRIM_16DEGS == 1
startpt = [0 0 currentangle];
endpt = [endpose_c(1)*resolution endpose_c(2)*resolution ...
rem(angleind - 1 + baseendpose_c(3), numberofangles)*2*pi/numberofangles];
intermcells_m = zeros(numofsamples,3);
if ((endx_c == 0 & endy_c == 0) | baseendpose_c(3) == 0) %turn in place or move forward
for iind = 1:numofsamples
intermcells_m(iind,:) = [startpt(1) + (endpt(1) - startpt(1))*(iind-1)/(numofsamples-1) ...
startpt(2) + (endpt(2) - startpt(2))*(iind-1)/(numofsamples-1) ...
0];
rotation_angle = (baseendpose_c(3) ) * (2*pi/numberofangles);
intermcells_m(iind,3) = rem(startpt(3) + (rotation_angle)*(iind-1)/(numofsamples-1), 2*pi);
end;
else %unicycle-based move forward or backward
R = [cos(startpt(3)) sin(endpt(3)) - sin(startpt(3));
sin(startpt(3)) -(cos(endpt(3)) - cos(startpt(3)))];
S = pinv(R)*[endpt(1) - startpt(1); endpt(2) - startpt(2)];
l = S(1);
tvoverrv = S(2);
rv = (baseendpose_c(3)*2*pi/numberofangles + l/tvoverrv);
tv = tvoverrv*rv;
if l < 0
fprintf(1, 'WARNING: l = %d < 0 -> bad action start/end points\n', l);
l = 0;
end;
%compute rv
%rv = baseendpose_c(3)*2*pi/numberofangles;
%compute tv
%tvx = (endpt(1) - startpt(1))*rv/(sin(endpt(3)) - sin(startpt(3)))
%tvy = -(endpt(2) - startpt(2))*rv/(cos(endpt(3)) - cos(startpt(3)))
%tv = (tvx + tvy)/2.0;
%generate samples
for iind = 1:numofsamples
dt = (iind-1)/(numofsamples-1);
%dtheta = rv*dt + startpt(3);
%intermcells_m(iind,:) = [startpt(1) + tv/rv*(sin(dtheta) - sin(startpt(3))) ...
% startpt(2) - tv/rv*(cos(dtheta) - cos(startpt(3))) ...
% dtheta];
if(dt*tv < l)
intermcells_m(iind,:) = [startpt(1) + dt*tv*cos(startpt(3)) ...
startpt(2) + dt*tv*sin(startpt(3)) ...
startpt(3)];
else
dtheta = rv*(dt - l/tv) + startpt(3);
intermcells_m(iind,:) = [startpt(1) + l*cos(startpt(3)) + tvoverrv*(sin(dtheta) - sin(startpt(3))) ...
startpt(2) + l*sin(startpt(3)) - tvoverrv*(cos(dtheta) - cos(startpt(3))) ...
dtheta];
end;
end;
%correct
errorxy = [endpt(1) - intermcells_m(numofsamples,1) ...
endpt(2) - intermcells_m(numofsamples,2)];
fprintf(1, 'l=%f errx=%f erry=%f\n', l, errorxy(1), errorxy(2));
interpfactor = [0:1/(numofsamples-1):1];
intermcells_m(:,1) = intermcells_m(:,1) + errorxy(1)*interpfactor';
intermcells_m(:,2) = intermcells_m(:,2) + errorxy(2)*interpfactor';
end;
end;
%write out
fprintf(fout, 'endpose_c: %d %d %d\n', endpose_c(1), endpose_c(2), endpose_c(3));
fprintf(fout, 'additionalactioncostmult: %d\n', additionalactioncostmult);
fprintf(fout, 'intermediateposes: %d\n', size(intermcells_m,1));
for interind = 1:size(intermcells_m, 1)
fprintf(fout, '%.4f %.4f %.4f\n', intermcells_m(interind,1), intermcells_m(interind,2), intermcells_m(interind,3));
end;
plot(intermcells_m(:,1), intermcells_m(:,2));
axis([-0.3 0.3 -0.3 0.3]);
text(intermcells_m(numofsamples,1), intermcells_m(numofsamples,2), int2str(endpose_c(3)));
hold on;
end;
grid;
pause;
end;
fclose('all');

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@@ -1,416 +0,0 @@
#!/usr/bin/env python3
#
# Copyright (c) 2016, David Conner (Christopher Newport University)
# Based on genmprim_unicycle.m
# Copyright (c) 2008, Maxim Likhachev
# All rights reserved.
# converted by libermate utility (https://github.com/awesomebytes/libermate)
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# * Redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer.
# * Redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in the
# documentation and/or other materials provided with the distribution.
# * Neither the name of the Carnegie Mellon University nor the names of its
# contributors may be used to endorse or promote products derived from
# this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
# POSSIBILITY OF SUCH DAMAGE.
import numpy as np
import rospkg
# if available import pylab (from matlibplot)
matplotlib_found = False
try:
import matplotlib.pylab as plt
matplotlib_found = True
except ImportError:
pass
def matrix_size(mat, elem=None):
if not elem:
return mat.shape
else:
return mat.shape[int(elem) - 1]
def genmprim_unicycle(outfilename, visualize=False, separate_plots=False):
visualize = matplotlib_found and visualize # Plot the primitives
# Local Variables: basemprimendpts22p5_c, endtheta_c, endx_c,
# baseendpose_c, additionalactioncostmult, fout, numofsamples,
# basemprimendpts45_c, primind, basemprimendpts0_c, rv, angle, outfilename,
# numberofangles, startpt, UNICYCLE_MPRIM_16DEGS, sidestepcostmult,
# rotation_angle, basemprimendpts_c, forwardandturncostmult,
# forwardcostmult, turninplacecostmult, endpose_c, backwardcostmult,
# interpfactor, S, R, tvoverrv, dtheta, intermcells_m, tv, dt,
# currentangle, numberofprimsperangle, resolution, currentangle_36000int,
# l, iind, errorxy, interind, endy_c, angleind, endpt
# Function calls: plot, cos, pi, grid, figure, genmprim_unicycle, text,
# int2str, pause, axis, sin, pinv, fprintf, fclose, rem, zeros, fopen,
# round, size
# %
# %generates motion primitives and saves them into file
# %
# %written by Maxim Likhachev
# %---------------------------------------------------
# %
# %defines
UNICYCLE_MPRIM_16DEGS = 1.0
if UNICYCLE_MPRIM_16DEGS == 1.0:
resolution = 0.05
numberofangles = 16
# %preferably a power of 2, definitely multiple of 8
numberofprimsperangle = 7
# %multipliers (multiplier is used as costmult*cost)
forwardcostmult = 1.0
backwardcostmult = 40.0
forwardandturncostmult = 2.0
# sidestepcostmult = 10.0
turninplacecostmult = 20.0
# %note, what is shown x,y,theta changes (not absolute numbers)
# %0 degreees
basemprimendpts0_c = np.zeros((numberofprimsperangle, 4))
# %x,y,theta,costmult
# %x aligned with the heading of the robot, angles are positive
# %counterclockwise
# %0 theta change
basemprimendpts0_c[0, :] = np.array(np.hstack((1.0, 0.0, 0.0, forwardcostmult)))
basemprimendpts0_c[1, :] = np.array(np.hstack((8.0, 0.0, 0.0, forwardcostmult)))
basemprimendpts0_c[2, :] = np.array(np.hstack((-1.0, 0.0, 0.0, backwardcostmult)))
# %1/16 theta change
basemprimendpts0_c[3, :] = np.array(np.hstack((8.0, 1.0, 1.0, forwardandturncostmult)))
basemprimendpts0_c[4, :] = np.array(np.hstack((8.0, -1.0, -1.0, forwardandturncostmult)))
# %turn in place
basemprimendpts0_c[5, :] = np.array(np.hstack((0.0, 0.0, 1.0, turninplacecostmult)))
basemprimendpts0_c[6, :] = np.array(np.hstack((0.0, 0.0, -1.0, turninplacecostmult)))
# %45 degrees
basemprimendpts45_c = np.zeros((numberofprimsperangle, 4))
# %x,y,theta,costmult (multiplier is used as costmult*cost)
# %x aligned with the heading of the robot, angles are positive
# %counterclockwise
# %0 theta change
basemprimendpts45_c[0, :] = np.array(np.hstack((1.0, 1.0, 0.0, forwardcostmult)))
basemprimendpts45_c[1, :] = np.array(np.hstack((6.0, 6.0, 0.0, forwardcostmult)))
basemprimendpts45_c[2, :] = np.array(np.hstack((-1.0, -1.0, 0.0, backwardcostmult)))
# %1/16 theta change
basemprimendpts45_c[3, :] = np.array(np.hstack((5.0, 7.0, 1.0, forwardandturncostmult)))
basemprimendpts45_c[4, :] = np.array(np.hstack((7.0, 5.0, -1.0, forwardandturncostmult)))
# %turn in place
basemprimendpts45_c[5, :] = np.array(np.hstack((0.0, 0.0, 1.0, turninplacecostmult)))
basemprimendpts45_c[6, :] = np.array(np.hstack((0.0, 0.0, -1.0, turninplacecostmult)))
# %22.5 degrees
basemprimendpts22p5_c = np.zeros((numberofprimsperangle, 4))
# %x,y,theta,costmult (multiplier is used as costmult*cost)
# %x aligned with the heading of the robot, angles are positive
# %counterclockwise
# %0 theta change
basemprimendpts22p5_c[0, :] = np.array(np.hstack((2.0, 1.0, 0.0, forwardcostmult)))
basemprimendpts22p5_c[1, :] = np.array(np.hstack((6.0, 3.0, 0.0, forwardcostmult)))
basemprimendpts22p5_c[2, :] = np.array(np.hstack((-2.0, -1.0, 0.0, backwardcostmult)))
# %1/16 theta change
basemprimendpts22p5_c[3, :] = np.array(np.hstack((5.0, 4.0, 1.0, forwardandturncostmult)))
basemprimendpts22p5_c[4, :] = np.array(np.hstack((7.0, 2.0, -1.0, forwardandturncostmult)))
# %turn in place
basemprimendpts22p5_c[5, :] = np.array(np.hstack((0.0, 0.0, 1.0, turninplacecostmult)))
basemprimendpts22p5_c[6, :] = np.array(np.hstack((0.0, 0.0, -1.0, turninplacecostmult)))
else:
print('ERROR: undefined mprims type\n')
return []
fout = open(outfilename, 'w')
# %write the header
fout.write('resolution_m: %f\n' % (resolution))
fout.write('numberofangles: %d\n' % (numberofangles))
fout.write('totalnumberofprimitives: %d\n' % (numberofprimsperangle * numberofangles))
# %iterate over angles
for angleind in np.arange(1.0, (numberofangles) + 1):
currentangle = ((angleind - 1) * 2.0 * np.pi) / numberofangles
currentangle_36000int = np.round((angleind - 1) * 36000.0 / numberofangles)
if visualize:
if separate_plots:
fig = plt.figure(angleind)
plt.title('angle {:2.0f} (= {:3.1f} degrees)'.format(angleind - 1, currentangle_36000int / 100.0))
else:
fig = plt.figure(1)
plt.axis('equal')
plt.axis([-10 * resolution, 10 * resolution, -10 * resolution, 10 * resolution])
ax = fig.add_subplot(1, 1, 1)
major_ticks = np.arange(-8 * resolution, 9 * resolution, 4 * resolution)
minor_ticks = np.arange(-8 * resolution, 9 * resolution, resolution)
ax.set_xticks(major_ticks)
ax.set_xticks(minor_ticks, minor=True)
ax.set_yticks(major_ticks)
ax.set_yticks(minor_ticks, minor=True)
ax.grid(which='minor', alpha=0.5)
ax.grid(which='major', alpha=0.9)
# %iterate over primitives
for primind in np.arange(1.0, (numberofprimsperangle) + 1):
fout.write('primID: %d\n' % (primind - 1))
fout.write('startangle_c: %d\n' % (angleind - 1))
# %current angle
# %compute which template to use
if (currentangle_36000int % 9000) == 0:
basemprimendpts_c = basemprimendpts0_c[int(primind) - 1, :]
angle = currentangle
elif (currentangle_36000int % 4500) == 0:
basemprimendpts_c = basemprimendpts45_c[int(primind) - 1, :]
angle = currentangle - 45.0 * np.pi / 180.0
# commented out because basemprimendpts33p75_c is undefined
# elif ((currentangle_36000int - 7875) % 9000) == 0:
# basemprimendpts_c = (
# 1 * basemprimendpts33p75_c[primind, :]
# ) # 1* to force deep copy to avoid reference update below
# basemprimendpts_c[0] = basemprimendpts33p75_c[primind, 1]
# # %reverse x and y
# basemprimendpts_c[1] = basemprimendpts33p75_c[primind, 0]
# basemprimendpts_c[2] = -basemprimendpts33p75_c[primind, 2]
# # %reverse the angle as well
# angle = currentangle - (78.75 * np.pi) / 180.0
# print('78p75\n')
elif ((currentangle_36000int - 6750) % 9000) == 0:
basemprimendpts_c = (
1 * basemprimendpts22p5_c[int(primind) - 1, :]
) # 1* to force deep copy to avoid reference update below
basemprimendpts_c[0] = basemprimendpts22p5_c[int(primind) - 1, 1]
# %reverse x and y
basemprimendpts_c[1] = basemprimendpts22p5_c[int(primind) - 1, 0]
basemprimendpts_c[2] = -basemprimendpts22p5_c[int(primind) - 1, 2]
# %reverse the angle as well
# print(
# '%d : %d %d %d onto %d %d %d\n'
# % (
# primind - 1,
# basemprimendpts22p5_c[int(primind) - 1, 0],
# basemprimendpts22p5_c[int(primind) - 1, 1],
# basemprimendpts22p5_c[int(primind) - 1, 2],
# basemprimendpts_c[0],
# basemprimendpts_c[1],
# basemprimendpts_c[2],
# )
# )
angle = currentangle - (67.5 * np.pi) / 180.0
print('67p5\n')
# commented out because basemprimendpts11p25_c is undefined
# elif ((currentangle_36000int - 5625) % 9000) == 0:
# basemprimendpts_c = (
# 1 * basemprimendpts11p25_c[primind, :]
# ) # 1* to force deep copy to avoid reference update below
# basemprimendpts_c[0] = basemprimendpts11p25_c[primind, 1]
# # %reverse x and y
# basemprimendpts_c[1] = basemprimendpts11p25_c[primind, 0]
# basemprimendpts_c[2] = -basemprimendpts11p25_c[primind, 2]
# # %reverse the angle as well
# angle = currentangle - (56.25 * np.pi) / 180.0
# print('56p25\n')
# commented out because basemprimendpts33p75_c is undefined
# elif ((currentangle_36000int - 3375) % 9000) == 0:
# basemprimendpts_c = basemprimendpts33p75_c[int(primind), :]
# angle = currentangle - (33.75 * np.pi) / 180.0
# print('33p75\n')
elif ((currentangle_36000int - 2250) % 9000) == 0:
basemprimendpts_c = basemprimendpts22p5_c[int(primind) - 1, :]
angle = currentangle - (22.5 * np.pi) / 180.0
print('22p5\n')
# commented out because basemprimendpts11p25_c is undefined
# elif ((currentangle_36000int - 1125) % 9000) == 0:
# basemprimendpts_c = basemprimendpts11p25_c[int(primind), :]
# angle = currentangle - (11.25 * np.pi) / 180.0
# print('11p25\n')
else:
print('ERROR: invalid angular resolution. angle = %d\n' % currentangle_36000int)
return []
# %now figure out what action will be
baseendpose_c = basemprimendpts_c[0:3]
additionalactioncostmult = basemprimendpts_c[3]
endx_c = np.round((baseendpose_c[0] * np.cos(angle)) - (baseendpose_c[1] * np.sin(angle)))
endy_c = np.round((baseendpose_c[0] * np.sin(angle)) + (baseendpose_c[1] * np.cos(angle)))
endtheta_c = np.fmod(angleind - 1 + baseendpose_c[2], numberofangles)
endpose_c = np.array(np.hstack((endx_c, endy_c, endtheta_c)))
print("endpose_c=", endpose_c)
print(('rotation angle=%f\n' % (angle * 180.0 / np.pi)))
# if np.logical_and(baseendpose_c[1] == 0., baseendpose_c[2] == 0.):
# %fprintf(1, 'endpose=%d %d %d\n', endpose_c(1), endpose_c(2), endpose_c(3));
# %generate intermediate poses (remember they are w.r.t 0,0 (and not
# %centers of the cells)
numofsamples = 10
intermcells_m = np.zeros((numofsamples, 3))
if UNICYCLE_MPRIM_16DEGS == 1.0:
startpt = np.array(np.hstack((0.0, 0.0, currentangle)))
endpt = np.array(
np.hstack(
(
(endpose_c[0] * resolution),
(endpose_c[1] * resolution),
(
((np.fmod(angleind - 1 + baseendpose_c[2], numberofangles)) * 2.0 * np.pi)
/ numberofangles
),
)
)
)
print("startpt =", startpt)
print("endpt =", endpt)
intermcells_m = np.zeros((numofsamples, 3))
if np.logical_or(np.logical_and(endx_c == 0.0, endy_c == 0.0), baseendpose_c[2] == 0.0):
# %turn in place or move forward
for iind in np.arange(1.0, (numofsamples) + 1):
fraction = float(iind - 1) / (numofsamples - 1)
intermcells_m[int(iind) - 1, :] = np.array(
(
startpt[0] + (endpt[0] - startpt[0]) * fraction,
startpt[1] + (endpt[1] - startpt[1]) * fraction,
0,
)
)
rotation_angle = baseendpose_c[2] * (2.0 * np.pi / numberofangles)
intermcells_m[int(iind) - 1, 2] = np.fmod(startpt[2] + rotation_angle * fraction, (2.0 * np.pi))
# print " ",iind," of ",numofsamples," fraction=",fraction," rotation=",rotation_angle
else:
# %unicycle-based move forward or backward (http://sbpl.net/node/53)
R = np.array(
np.vstack(
(
np.hstack((np.cos(startpt[2]), np.sin(endpt[2]) - np.sin(startpt[2]))),
np.hstack((np.sin(startpt[2]), -np.cos(endpt[2]) + np.cos(startpt[2]))),
)
)
)
S = np.dot(np.linalg.pinv(R), np.array(np.vstack((endpt[0] - startpt[0], endpt[1] - startpt[1]))))
l = S[0]
tvoverrv = S[1]
rv = (baseendpose_c[2] * 2.0 * np.pi / numberofangles) + l / tvoverrv
tv = tvoverrv * rv
# print "R=\n",R
# print "Rpi=\n",np.linalg.pinv(R)
# print "S=\n",S
# print "l=",l
# print "tvoverrv=",tvoverrv
# print "rv=",rv
# print "tv=",tv
if l < 0.0:
print(('WARNING: l = %f < 0 -> bad action start/end points\n' % (l)))
l = 0.0
# %compute rv
# %rv = baseendpose_c(3)*2*pi/numberofangles;
# %compute tv
# %tvx = (endpt(1) - startpt(1))*rv/(sin(endpt(3)) - sin(startpt(3)))
# %tvy = -(endpt(2) - startpt(2))*rv/(cos(endpt(3)) - cos(startpt(3)))
# %tv = (tvx + tvy)/2.0;
# %generate samples
for iind in np.arange(1, numofsamples + 1):
dt = (iind - 1) / (numofsamples - 1)
# %dtheta = rv*dt + startpt(3);
# %intermcells_m(iind,:) = [startpt(1) + tv/rv*(sin(dtheta) - sin(startpt(3))) ...
# % startpt(2) - tv/rv*(cos(dtheta) - cos(startpt(3))) ...
# % dtheta];
if (dt * tv) < l:
intermcells_m[int(iind) - 1, :] = np.array(
np.hstack(
(
startpt[0] + dt * tv * np.cos(startpt[2]),
startpt[1] + dt * tv * np.sin(startpt[2]),
startpt[2],
)
)
)
else:
dtheta = rv * (dt - l / tv) + startpt[2]
intermcells_m[int(iind) - 1, :] = np.array(
np.hstack(
(
startpt[0]
+ l * np.cos(startpt[2])
+ tvoverrv * (np.sin(dtheta) - np.sin(startpt[2])),
startpt[1]
+ l * np.sin(startpt[2])
- tvoverrv * (np.cos(dtheta) - np.cos(startpt[2])),
dtheta,
)
)
)
# %correct
errorxy = np.array(
np.hstack(
(
endpt[0] - intermcells_m[int(numofsamples) - 1, 0],
endpt[1] - intermcells_m[int(numofsamples) - 1, 1],
)
)
)
# print('l=%f errx=%f erry=%f\n'%(l, errorxy[0], errorxy[1]))
interpfactor = np.array(
np.hstack((np.arange(0.0, 1.0 + (1.0 / (numofsamples)), 1.0 / (numofsamples - 1))))
)
# print "intermcells_m=",intermcells_m
# print "interp'=",interpfactor.conj().T
intermcells_m[:, 0] = intermcells_m[:, 0] + errorxy[0] * interpfactor.conj().T
intermcells_m[:, 1] = intermcells_m[:, 1] + errorxy[1] * interpfactor.conj().T
# %write out
fout.write('endpose_c: %d %d %d\n' % (endpose_c[0], endpose_c[1], endpose_c[2]))
fout.write('additionalactioncostmult: %d\n' % (additionalactioncostmult))
fout.write('intermediateposes: %d\n' % (matrix_size(intermcells_m, 1.0)))
for interind in np.arange(1.0, (matrix_size(intermcells_m, 1.0)) + 1):
fout.write(
'%.4f %.4f %.4f\n'
% (
intermcells_m[int(interind) - 1, 0],
intermcells_m[int(interind) - 1, 1],
intermcells_m[int(interind) - 1, 2],
)
)
if visualize:
plt.plot(intermcells_m[:, 0], intermcells_m[:, 1], linestyle="-", marker="o")
plt.text(endpt[0], endpt[1], '{:2.0f}'.format(endpose_c[2]))
# if (visualize):
# plt.waitforbuttonpress() # uncomment to plot each primitive set one at a time
fout.close()
if visualize:
# plt.waitforbuttonpress() # hold until buttom pressed
plt.show() # Keep windows open until the program is terminated
return []
if __name__ == "__main__":
rospack = rospkg.RosPack()
outfilename = rospack.get_path('mir_navigation') + '/mprim/unicycle_highcost_5cm.mprim'
genmprim_unicycle(outfilename, visualize=True)