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XI LUO
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function [Control_Output] = PID_Controllor(K_P,K_I,K_D,D_t,error,integral,previous_error,P_l,I_l,D_l) | ||
%UNTITLED Summary of this function goes here | ||
% Detailed explanation goes here | ||
%Input: | ||
% K_P,K_I,K_D, PID parameters | ||
% D_t time | ||
% error | ||
% integral | ||
% previous_error | ||
% P_l,I_l,D_l PID output limit, set 0 to disable. | ||
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propostional = error * K_P; | ||
integral = integral + K_I * error * D_t; | ||
derivative = K_D * (error - previous_error) /D_t; | ||
if P_l ~= 0 | ||
if propostional > P_l | ||
propostional = P_l; | ||
elseif propostional < -P_l | ||
propostional = -P_l; | ||
end | ||
end | ||
if I_l ~= 0 | ||
if integral > I_l | ||
integral = I_l; | ||
elseif integral < -I_l | ||
integral = -I_l; | ||
end | ||
end | ||
if D_l ~= 0 | ||
if derivative > D_l | ||
derivative = D_l; | ||
elseif derivative < -D_l | ||
derivative = -D_l; | ||
end | ||
end | ||
Control_Output = propostional+integral+derivative; | ||
end | ||
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function [error_yaw_command] = Yaw_Controllor(yaw_set,Dog_yaw,Vector) | ||
%YAW_CONTROLLOR Summary of this function goes here | ||
% Detailed explanation goes here | ||
% Yaw | ||
% wall wall wall wall wall | ||
% 0,359.9.. | ||
% ^ z | ||
% | | ||
% | | ||
% 90 x <----O 270 | ||
% | ||
% 180 | ||
% | ||
% wall computer wall | ||
if yaw_set == -1 % not control yaw | ||
error_yaw_command=0; | ||
elseif yaw_set == -2 % control yaw to motion direction | ||
angle_r = atan2(Vector(1),Vector(2)); | ||
yaw_set_mode2 = rad2deg(angle_r); | ||
if yaw_set_mode2 < 0 | ||
yaw_set_mode2 = yaw_set_mode2+360; | ||
end | ||
error_yaw = yaw_set_mode2-Dog_yaw; | ||
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if error_yaw<-180 | ||
error_yaw_command=(360+error_yaw); | ||
elseif error_yaw > 180 | ||
error_yaw_command=error_yaw-360; | ||
else | ||
error_yaw_command=error_yaw; | ||
end | ||
elseif yaw_set >=0 && yaw_set<360 % control yaw | ||
error_yaw = yaw_set-Dog_yaw; | ||
if error_yaw<-180 | ||
error_yaw_command=(360+error_yaw); | ||
elseif error_yaw > 180 | ||
error_yaw_command=error_yaw-360; | ||
else | ||
error_yaw_command=error_yaw; | ||
end | ||
end | ||
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end | ||
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%% Clean | ||
clc; | ||
close all; | ||
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%% Instantiate client object to run Motive API commands | ||
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% Check list: | ||
% 1.Broadcast Frame Date | ||
% 2.Network Interface: Local Loopback | ||
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% https://optitrack.com/software/natnet-sdk/ | ||
% Create Motive client object | ||
dllPath = fullfile('d:','StDroneControl','NatNetSDK','lib','x64','NatNetML.dll'); | ||
assemblyInfo = NET.addAssembly(dllPath); % Add API function calls | ||
theClient = NatNetML.NatNetClientML(0); | ||
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% Create connection to localhost, data is now being streamed through client object | ||
HostIP = '127.0.0.1'; | ||
theClient.Initialize(HostIP, HostIP); | ||
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Dog_ID = 1; % Rigid body ID of the drone from Motive | ||
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%% initialized | ||
Dog_Pos_Record=[]; | ||
i=0; | ||
real_time=0; | ||
%% Main Loop | ||
while true | ||
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[Dog_Pos] = Get_Dog_Postion(theClient, Dog_ID); %[time, x, z, yaw] | ||
if i<1 | ||
i=i+1; | ||
Dog_Pos_Record=[Dog_Pos_Record ; Dog_Pos]; | ||
else | ||
if ~isequal(Dog_Pos_Record(end,:),Dog_Pos) | ||
i=i+1; | ||
disp([Dog_Pos(2),Dog_Pos(3),Dog_Pos(4)]); | ||
Dog_Pos_Record=[Dog_Pos_Record ; Dog_Pos]; | ||
end | ||
end | ||
end | ||
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%% Clean | ||
clc; | ||
close all; | ||
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%% Robot Dog Network Parameters | ||
% this IP is the vm ip | ||
Robot_Dog_IP = '192.168.123.161'; | ||
Robot_Dog_Port = 1145; | ||
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%% Robot Dog Command Initialized | ||
Control_Command = zeros(1,11,'single'); | ||
%velocity walking | ||
Control_Command(1)=2; | ||
if isempty(gcp('nocreate')) | ||
parpool; | ||
end | ||
futureResult = parallel.FevalFuture; | ||
%% Feedback Control Parameters | ||
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% Porportional constant on velocity action | ||
K_P_x = 1; | ||
K_P_z = 1; | ||
K_P_yaw = 0.5; | ||
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% Integral | ||
K_I_x = 0.15; | ||
K_I_z = 0.15; | ||
K_I_yaw = 0.03; | ||
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% Derivative | ||
K_D_x = 0.08; | ||
K_D_z = 0.08; | ||
K_D_yaw = 0.05; | ||
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% limit | ||
p_x_limit = 0; % m/s | ||
p_z_limit = 0; % m/s | ||
p_yaw_limit = 40*pi/180; % rad/s | ||
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i_x_limit = 0; | ||
i_z_limit = 0; | ||
i_yaw_limit = 5*pi/180; | ||
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d_x_limit = 0; | ||
d_z_limit = 0; | ||
d_yaw_limit = 5*pi/180; | ||
%% Control Setting | ||
% MODE | ||
% Mode 1: Target point. | ||
% Mode 2: Dog will follow Way_Points. | ||
% Mode 3: Dog will follow the path | ||
Control_Mode=1; | ||
Control_Speed=0.5; | ||
Stop_Distance=0.5*Control_Speed^2; | ||
% Target Point | ||
%[x,z] | ||
Target_Point=[0 0]; | ||
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% YAW | ||
% [0,360) | ||
% -1: Disable yaw control | ||
% -2: Control Yaw to the motion direction | ||
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% Yaw | ||
% wall wall wall wall wall | ||
% 0,359.9.. | ||
% ^ z | ||
% | | ||
% | | ||
% 90 x <----O 270 | ||
% | ||
% 180 | ||
% | ||
% wall computer wall | ||
yaw_set = 0; | ||
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% THRESHOLD | ||
% Distance Threshold to switch to next way point | ||
Distance_Threshold = 0.15; | ||
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% Cricel way points 18 | ||
Way_Points_center =[0,0]; | ||
Way_Points_radius =1.65; | ||
Way_Points_theta = linspace(0,2*pi,50); | ||
Way_Points_x=Way_Points_center(1)+Way_Points_radius*cos(Way_Points_theta); | ||
Way_Points_z=Way_Points_center(2)+Way_Points_radius*sin(Way_Points_theta); | ||
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%% Instantiate client object to run Motive API commands | ||
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% Check list: | ||
% 1.Broadcast Frame Date | ||
% 2.Network Interface: Local Loopback | ||
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% https://optitrack.com/software/natnet-sdk/ | ||
% Create Motive client object | ||
dllPath = fullfile('d:','StDroneControl','NatNetSDK','lib','x64','NatNetML.dll'); | ||
assemblyInfo = NET.addAssembly(dllPath); % Add API function calls | ||
theClient = NatNetML.NatNetClientML(0); | ||
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% Create connection to localhost, data is now being streamed through client object | ||
HostIP = '127.0.0.1'; | ||
theClient.Initialize(HostIP, HostIP); | ||
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Dog_ID = 1; % Rigid body ID of the drone from Motive | ||
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%% figure for movtion track | ||
fig = figure(); | ||
ax = axes('Parent',fig); | ||
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arrow_length=0.2; | ||
%circle for draw | ||
circle_center =[0,0]; | ||
circle_radius =1.65; | ||
circle_theta = linspace(0,2*pi,100); | ||
circle_x=circle_center(1)+circle_radius*cos(circle_theta); | ||
circle_y=circle_center(2)+circle_radius*sin(circle_theta); | ||
%% Robot dog command | ||
% Control_Command() | ||
% | ||
% +(11) +(9) -(11) | ||
% | | ||
% +(10) dog -(10) | ||
% | | ||
% -(9) | ||
% | ||
%% Motive coordiate frame | ||
% wall wall wall wall wall | ||
% ^ z | ||
% | | ||
% | | ||
% x <----O y(pointing up) | ||
% | ||
% | ||
% wall computer wall | ||
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%% Init Parameters | ||
% index for way points | ||
Way_Point_index=1; | ||
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integral_x = 0; | ||
integral_z = 0; | ||
integral_yaw = 0; | ||
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previous_error_x = 0; | ||
previous_error_z = 0; | ||
previous_error_yaw = 0; | ||
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Dog_Pos_Record=[]; | ||
Dog_Pos_Record_Index = 1; | ||
i=0; | ||
%% Main Loop | ||
while true | ||
% get position from camera | ||
% async_robot_dog(Robot_Dog_IP,Robot_Dog_Port,Control_Command); | ||
[Dog_Pos] = Get_Dog_Postion(theClient, Dog_ID); %[time, x, z, yaw] | ||
if i==0 | ||
i=1; | ||
Dog_Pos_Record=[Dog_Pos_Record ; Dog_Pos]; | ||
else | ||
if ~isequal(Dog_Pos_Record(end,:),Dog_Pos) %if not the same values | ||
i=i+1; | ||
Dog_Pos_Record=[Dog_Pos_Record ; Dog_Pos]; | ||
Rotation_matrix = [cosd(Dog_Pos(4)), -sind(Dog_Pos(4)) ; sind(Dog_Pos(4)),cosd(Dog_Pos(4)) ]; | ||
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d_dog_pos = Dog_Pos_Record(i,:)-Dog_Pos_Record(i-1,:); %[dtime, dx, dz, dyaw] | ||
real_time = Dog_Pos_Record(i-1,1)-Dog_Pos_Record(1,1); | ||
Real_Dog_Speed_Room = [d_dog_pos(2)/d_dog_pos(1), d_dog_pos(3)/d_dog_pos(1)]; | ||
Real_Dog_Speed_Dog = Rotation_matrix*Real_Dog_Speed_Room'; | ||
%Dog_Speed_Record=[Dog_Speed_Record;real_time,Real_Dog_Speed_R]; %[rtime, z_speed, x_speed] | ||
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if Control_Mode==1 | ||
Vector_D_T = Target_Point-[Dog_Pos(2) Dog_Pos(3)]; % Get vector | ||
Norm_VDT = norm(Vector_D_T); % Calculate Distance | ||
scale=Control_Speed/Norm_VDT; | ||
Ref_Speed_Room=scale*Vector_D_T; | ||
Ref_Speed_Dog = Rotation_matrix*Ref_Speed_Room'; | ||
Error_Speed_Dog = Ref_Speed_Dog-Real_Dog_Speed_Dog; | ||
%error yaw calculate | ||
Error_Yaw=Yaw_Controllor(yaw_set,Dog_Pos(4),Vector_D_T); | ||
%PID Control | ||
Control_x=PID_Controllor(K_P_x,K_I_x,K_D_x,d_dog_pos(1),Error_Speed_Dog(1),integral_x,previous_error_x,p_x_limit,i_x_limit,d_x_limit); | ||
Control_z=PID_Controllor(K_P_z,K_I_z,K_D_z,d_dog_pos(1),Error_Speed_Dog(2),integral_z,previous_error_z,p_z_limit,i_z_limit,d_z_limit); | ||
Control_yaw=PID_Controllor(K_P_yaw,K_I_yaw,K_D_yaw,d_dog_pos(1),Error_Yaw,integral_yaw,previous_error_yaw,p_yaw_limit,i_yaw_limit,d_yaw_limit); | ||
if Norm_VDT> Stop_Distance | ||
Control_Command(10) = Control_x; %x | ||
Control_Command(9) = Control_z; %z | ||
Control_Command(11) = Control_yaw; %yaw | ||
else | ||
Control_Command = zeros(1,11,'single'); | ||
%velocity walking | ||
Control_Command(1)=2; | ||
%break; | ||
end | ||
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end | ||
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end | ||
end | ||
async_robot_dog(Robot_Dog_IP,Robot_Dog_Port,Control_Command); | ||
end | ||
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