improved sigmoid sensor parameter plotting for thesis figure

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kdee committed 2026-10-07 22:26:39 -07:00
1 parent acfb2719e2
commit cfc0ed4748
3 files changed
+49 -6

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+31 -5
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@@ -1,22 +1,32 @@
function f = plotParameters(obj)
function f = plotParameters(obj, f)
arguments (Input)
obj (1, 1) {mustBeA(obj, "sigmoidSensor")};
f (1, 1) {mustBeA(f, "matlab.ui.Figure")} = figure;
end
arguments (Output)
f (1, 1) {mustBeA(f, "matlab.ui.Figure")};
end
% Distance and tilt sample points
d = 0:(obj.alphaDist / 100):(2*obj.alphaDist);
t = -90:1:90;
d = 0:(obj.alphaDist / 1000):(2*obj.alphaDist);
t = -90:0.1:90;
% Sample membership functions
d_x = obj.distanceMembership(d);
t_x = obj.tiltMembership(t);
% pad ends of sampled results with zeros at +/- some big number
big = 1e6 * max(d);
d = [-big, d, big];
t = [-big, t, big];
d_x = [0, d_x', 0];
t_x = [0, t_x', 0];
% Plot resultant sigmoid curves
f = figure;
tiledlayout(f, 2, 1, "TileSpacing", "tight", "Padding", "compact");
hold(gca(f), "on");
if isempty(gca(f).Children)
tiledlayout(f, 2, 1, "TileSpacing", "tight", "Padding", "compact");
end
% Distance
nexttile(1, [1, 1]);
@@ -24,9 +34,12 @@ function f = plotParameters(obj)
title("Distance Membership Sigmoid");
xlabel("Distance (m)");
ylabel("Membership");
ld = legend();
hold("on");
plot(d, d_x, "LineWidth", 2);
hold("off");
xData = cell2mat(arrayfun(@(x) x.XData(2:(end - 1)), f.Children.Children(end).Children, 'UniformOutput', false));
xlim([min(xData, [], "all"), max(xData, [], "all")]);
ylim([0, 1]);
% Tilt
@@ -35,8 +48,21 @@ function f = plotParameters(obj)
title("Tilt Membership Sigmoid");
xlabel("Tilt (deg)");
ylabel("Membership");
lt = legend();
hold("on");
plot(t, t_x, "LineWidth", 2);
hold("off");
xlim([-90, 90]);
ylim([0, 1]);
% add legends
nexttile(1, [1, 1]);
f.Children.Children(3).String{end} = sprintf("Sensor %d", length(f.Children.Children(end).Children));
f.Children.Children(1).String{end} = sprintf("Sensor %d", length(f.Children.Children(end).Children));
nexttile(2, [1, 1]);
f.Children.Children(3).String{end} = sprintf("Sensor %d", length(f.Children.Children(end).Children));
f.Children.Children(1).String{end} = sprintf("Sensor %d", length(f.Children.Children(end).Children));
hold(gca(f), "off");
end
+1 -1
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@@ -16,7 +16,7 @@ classdef sigmoidSensor
[obj] = initialize(obj, alphaDist, betaDist, alphaTilt, betaTilt, tilt, azimuth); % initialize sensor, define parameters
[value] = sensorPerformance(obj, agentPos, targetPos); % determine sensor performance for a given single sensor and target geometry
[value] = halfAngle(obj); % tilt angle (deg) at which sensor performance is halved
[f] = plotParameters(obj); % debug, plot sensor response as a function of distance and tilt angle
[f] = plotParameters(obj, f); % debug, plot sensor response as a function of distance and tilt angle
end
methods (Access = private)
x = distanceMembership(obj, d); % used in computing distance factor of sensor performance
+17
View File
@@ -57,6 +57,23 @@ classdef test_sigmoidSensor < matlab.unittest.TestCase
% Performance at great tilt should be 0
tc.verifyEqual(tc.testClass.sensorPerformance([0, 0, h], [5, 5, 0]), 0, "AbsTol", 1e-9);
end
function test_thesis_graphic(tc)
s = [sigmoidSensor, sigmoidSensor];
alphaDist = [2, 8];
betaDist = [25, 1];
alphaTilt = [50, 15]; % degrees
betaTilt = [0.2, 3];
s(1) = s(1).initialize(alphaDist(1), betaDist(1), alphaTilt(1), betaTilt(1));
s(2) = s(2).initialize(alphaDist(2), betaDist(2), alphaTilt(2), betaTilt(2));
% Plot
f = s(1).plotParameters;
f = s(2).plotParameters(f);
legend(["Sensor 1"; "Sensor 2"]);
end
end
end