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TrajectoryInLibrary.m
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TrajectoryInLibrary.m
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classdef TrajectoryInLibrary
% A class for trajectories inside the TrajectoryLibrary.
properties
xtraj;
utraj;
lqrsys; % LQR controller
state_frame; % state frame of the plant
body_coordinate_frame;
name; % name to prepend in the filename
comments; % comments to be written to a file
end
methods
function obj = TrajectoryInLibrary(xtraj, utraj, lqrsys, state_frame, name, comments)
% @param name (optional) name for the filename
% @default traj
% @param comments (optional) string to put in the comments file. Usually
% something like prettymat('Q', Q)
% @default ''
typecheck(xtraj, 'Trajectory');
if isa(utraj, 'ConstantTrajectory')
utraj = PPTrajectory(utraj);
end
typecheck(utraj, 'Trajectory');
obj.xtraj = xtraj;
obj.utraj = utraj;
obj.lqrsys = lqrsys;
obj.state_frame = state_frame;
if nargin < 4
name = 'traj';
end
str = regexprep(name,'[^a-zA-Z0-9_-]','');
if ~strcmp(str, name)
error(['Special characters not allowed in string names. Your name: ' name ' a valid name: ' str]);
end
obj.name = name;
if nargin < 5
comments = '';
end
obj.comments = comments;
obj.body_coordinate_frame = CoordinateFrame('body_frame_delta', 12, 'x');
% add transform to/from the body frame
to_est_frame = @(~, ~, x) ConvertDrakeFrameToEstimatorFrame(x);
to_drake_frame = @(~, ~, x) ConvertStateEstimatorToDrakeFrame(x);
trans_to_est = FunctionHandleCoordinateTransform(12, 0, obj.state_frame, obj.body_coordinate_frame, true, true, to_est_frame, to_est_frame, to_est_frame);
trans_to_drake = FunctionHandleCoordinateTransform(12, 0, obj.body_coordinate_frame, obj.state_frame, true, true, to_drake_frame, to_drake_frame, to_drake_frame);
obj.state_frame.addTransform(trans_to_est);
obj.body_coordinate_frame.addTransform(trans_to_drake);
%obj.xtraj = obj.xtraj.setOutputFrame(obj.state_frame);
end
function playback(obj, p)
% Plays the trajectory in a visualizer
%
% @param p DeltawingPlant
p.playback(obj.xtraj, obj.utraj, struct('slider', true));
end
function draw(obj, options)
% Draw the trajectory using LCMGL
%
% @param options options structure to pass to DrawTrajectoryLcmGl
if nargin < 2
options = struct();
options.color = [1, 0, 0];
options.switch_buffers = true;
options.lcmgl = drake.util.BotLCMGLClient(lcm.lcm.LCM.getSingleton(), 'trajectory');
end
DrawTrajectoryLcmGl(obj.xtraj, 'trajectory', options);
end
function obj = Rename(obj, name)
obj.name = name;
end
function WriteToFile(obj, filename_prefix, dt, overwrite_files)
%
% Write files that contain the trajectory information in filename.csv and
% filename-u.csv or filename-affine.csv or filename-controller.csv
%
% @param filename_prefix filename_prefix to write files to (aka
% filename_prefix-u.csv)
% @param dt sampling time for trajectory
% @param overwrite_files set to true to overwrite
% @default false
if nargin < 4
overwrite_files = false;
end
state_filename = [filename_prefix '-x.csv'];
u_filename = [filename_prefix '-u.csv'];
controller_filename = [filename_prefix '-controller.csv'];
affine_filename = [filename_prefix '-affine.csv'];
comment_filename = [filename_prefix '-comments.txt'];
if ~overwrite_files && exist(state_filename, 'file') ~= 0
error(['Not writing trajectory since "' state_filename '" exists.']);
end
if ~overwrite_files && exist(u_filename, 'file') ~= 0
error(['Not writing trajectory since "' u_filename '" exists.']);
end
if ~overwrite_files && exist(controller_filename, 'file') ~= 0
error(['Not writing trajectory since "' controller_filename '" exists.']);
end
if ~overwrite_files && exist(affine_filename, 'file') ~= 0
error(['Not writing trajectory since "' affine_filename '" exists.']);
end
if ~overwrite_files && exist(comment_filename, 'file') ~= 0
error(['Not writing trajectory since "' comment_filename '" exists.']);
end
xpoints = [];
breaks = obj.xtraj.getBreaks();
endT = breaks(end);
if obj.IsTimeInvariant()
endT_u = 0;
else
endT_u = endT;
end
counter = 1;
for t = 0:dt:endT
xpoints(:,counter) = [t; obj.xtraj.eval(t)];
counter = counter + 1;
end
upoints = [];
counter = 1;
for t = 0:dt:endT_u
upoints(:,counter) = [t; obj.utraj.eval(t)];
counter = counter + 1;
end
Kpoints = [];
kpoint_headers = {'t'};
for i = 1 : obj.utraj.dim
for j = 1:12
kpoint_headers{end+1} = ['k' num2str(i) '_' num2str(j)];
end
end
counter = 1;
for t = 0:dt:endT_u
this_k = obj.lqrsys.D.eval(t);
col_k = [];
for i = 1 : obj.utraj.dim
col_k = [ col_k, this_k(i,:) ];
end
Kpoints(:, counter) = [t col_k];
counter = counter + 1;
end
affine_points = [];
counter = 1;
for t = 0:dt:endT_u
affine_points(:,counter) = [t; obj.lqrsys.y0.eval(t)];
counter = counter + 1;
end
% write all the xpoints to a file
xpoint_headers = { 't', 'x', 'y', 'z', 'roll', 'pitch', 'yaw', 'xdot', 'ydot', 'zdot', 'rolldot', 'pitchdot', 'yawdot'};
disp(['Writing: ' state_filename]);
TrajectoryInLibrary.csvwrite_wtih_headers(state_filename, xpoint_headers, xpoints');
upoint_headers = { 't', 'elevL', 'elevR', 'throttle'};
disp(['Writing: ' u_filename]);
TrajectoryInLibrary.csvwrite_wtih_headers(u_filename, upoint_headers, upoints');
disp(['Writing: ' controller_filename]);
TrajectoryInLibrary.csvwrite_wtih_headers(controller_filename, kpoint_headers, Kpoints');
affine_headers = { 't', 'affine_elevL', 'affine_elevR', 'affine_throttle' };
disp(['Writing: ' affine_filename]);
TrajectoryInLibrary.csvwrite_wtih_headers(affine_filename, affine_headers, affine_points');
disp(['Writing: ' comment_filename]);
fid = fopen(comment_filename, 'w');
fprintf(fid, '%s', obj.comments);
fclose(fid);
end
function converted_traj = ConvertToStateEstimatorFrame(obj)
% Converts the object's internal trajectories into the frame used by
% the onboard state estimator.
%
% @retval converted object
% xtraj_convert = obj.xtraj.inFrame(obj.body_coordinate_frame);
% lqrsys_convert = obj.lqrsys.inInputFrame(obj.body_coordinate_frame);
%
% converted_traj = TrajectoryInLibrary(xtraj_convert, obj.utraj, lqrsys_convert, obj.state_frame);
%
old_K = obj.lqrsys.D.eval(0);
x_drake = obj.xtraj.eval(0);
x_body = ConvertDrakeFrameToEstimatorFrame(x_drake);
new_K = old_K * x_drake * x_body';
end
function converted_traj = ConvertToDrakeFrame(obj)
% Converts the object's internal trajectories into the frame used by
% Drake.
%
% @retval converted object
xtraj_convert = obj.xtraj.inFrame(obj.state_frame);
lqrsys_convert = obj.lqrsys.inInputFrame(obj.state_frame);
converted_traj = TrajectoryInLibrary(xtraj_convert, obj.utraj, lqrsys_convert, obj.state_frame);
end
function ti = IsTimeInvariant(obj)
if isinf(obj.utraj.tspan(2))
ti = true;
else
ti = false;
end
end
function dist = NearestNeighborLinear(obj, points, t_start, position)
% Search through a vector of points (3xN) and
% find the miniminum distance from those points
% to any point on the trajectory
%
% @param points 3xN vector of points
% @param t_start (optional) statring time to check (ignores trajectory before
% t_start)
% @param position (optional) position of the aircraft in the global
% frame in the form: [x; y; z; yaw (rad)]
%
% @retval dist distance between closest point on the trajectory and a
% point in "points"
if nargin < 3
t_start = 0;
end
if nargin < 4
position = [0; 0; 0; 0];
else
if length(position) ~= 4
error('Position must be in the form [x; y; z; yaw]');
end
end
rpy = [0; 0; position(4)];
rotmat = rpy2rotmat(rpy);
xyz_add = position(1:3);
xpoints = [];
breaks = obj.xtraj.getBreaks();
endT = breaks(end);
dt = 0.01;
counter = 1;
for t = t_start:dt:endT
% normal trajectory
this_point = obj.xtraj.eval(t);
xyz_not_tranformed = this_point(1:3);
xyz_tranformed = rotmat * xyz_not_tranformed + xyz_add;
xpoints(:, counter) = [t; xyz_tranformed; this_point(4:12)];
counter = counter + 1;
end
min_dist = -1;
for i = 1 : size(points,2)
% for each point to search over...
%disp(['Searching against: (' num2str(points(1,i)) ', ' num2str(points(2,i)) ', ' num2str(points(3,i))]);
for j = 1 : length(xpoints)
% for each point on the trajectory...
% compute distance
% NOTE: xpoints is offset from what you might think because of
% time index
this_dist = sqrt( (points(1, i) - xpoints(2, j))^2 + (points(2, i) - xpoints(3, j))^2 + (points(3, i) - xpoints(4, j))^2 );
%disp(['Searching at: t = ' num2str(xpoints(1, j)) ', (' num2str(xpoints(2,j)) ', ' num2str(xpoints(3,j)) ', ' num2str(xpoints(4,j)) ')']);
%disp(['Distance is: ' num2str(this_dist)]);
if (min_dist < 0 || this_dist < min_dist)
min_dist = this_dist;
end
end
end
dist = min_dist;
end
function obj = StripControllerFromName(obj)
% search for -R- and -PD and strip it
loc = strfind(obj.name, '-R-');
if isempty(loc)
loc = strfind(obj.name, '-PD');
end
if isempty(loc)
warning('Failed to strip controller name.');
return;
end
obj.name = obj.name(1:loc-1);
obj.comments = obj.name;
end
end
methods (Static)
function csvwrite_wtih_headers(filename, headers, array)
assert(~isempty(headers), 'No headers?');
head_str = headers{1};
for i = 2 : length(headers)
head_str = [ head_str, ', ', headers{i}];
end
fid = fopen(filename, 'w');
fprintf(fid, '%s\r\n', head_str);
fclose(fid);
dlmwrite(filename, array, '-append', 'delimiter', ',');
end
end
end