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