Files
miSim/miSim.m

146 lines
5.1 KiB
Matlab

classdef miSim
% multiagent interconnection simulation
% Simulation parameters
properties (SetAccess = private, GetAccess = public)
domain = rectangularPrism;
objective = sensingObjective;
obstacles = cell(0, 1); % geometries that define obstacles within the domain
agents = cell(0, 1); % agents that move within the domain
adjacency = NaN; % Adjacency matrix representing communications network graph
end
methods (Access = public)
function obj = initialize(obj, domain, objective, agents, obstacles)
arguments (Input)
obj (1, 1) {mustBeA(obj, 'miSim')};
domain (1, 1) {mustBeGeometry};
objective (1, 1) {mustBeA(objective, 'sensingObjective')};
agents (:, 1) cell {mustBeAgents};
obstacles (:, 1) cell {mustBeGeometry} = cell(0, 1);
end
arguments (Output)
obj (1, 1) {mustBeA(obj, 'miSim')};
end
%% Define domain
obj.domain = domain;
%% Add geometries representing obstacles within the domain
obj.obstacles = obstacles;
%% Define objective
obj.objective = objective;
%% Define agents
obj.agents = agents;
%% Compute adjacency matrix
obj = obj.updateAdjacency();
end
function obj = updateAdjacency(obj)
arguments (Input)
obj (1, 1) {mustBeA(obj, 'miSim')};
end
arguments (Output)
obj (1, 1) {mustBeA(obj, 'miSim')};
end
% Initialize assuming only self-connections
A = logical(eye(size(obj.agents, 1)));
% Check lower triangle off-diagonal connections
for ii = 2:size(A, 1)
for jj = 1:(ii - 1)
if norm(obj.agents{ii}.pos - obj.agents{jj}.pos) <= min([obj.agents{ii}.comRange, obj.agents{jj}.comRange])
A(ii, jj) = true;
end
end
end
obj.adjacency = A | A';
end
function f = plotNetwork(obj, f)
arguments (Input)
obj (1, 1) {mustBeA(obj, 'miSim')};
f (1, 1) {mustBeA(f, 'matlab.ui.Figure')} = figure;
end
arguments (Output)
f (1, 1) {mustBeA(f, 'matlab.ui.Figure')};
end
% Iterate over lower triangle off-diagonal region of the
% adjacency matrix to plot communications links between agents
X = []; Y = []; Z = [];
for ii = 2:size(obj.adjacency, 1)
for jj = 1:(ii - 1)
if obj.adjacency(ii, jj)
X = [X; obj.agents{ii}.pos(1), obj.agents{jj}.pos(1)];
Y = [Y; obj.agents{ii}.pos(2), obj.agents{jj}.pos(2)];
Z = [Z; obj.agents{ii}.pos(3), obj.agents{jj}.pos(3)];
end
end
end
X = X'; Y = Y'; Z = Z';
% Plot the connections
hold(f.CurrentAxes, "on");
o = plot3(X, Y, Z, 'Color', 'g', 'LineWidth', 1, 'LineStyle', '--');
hold(f.CurrentAxes, "off");
% Check if this is a tiled layout figure
if strcmp(f.Children(1).Type, 'tiledlayout')
% Add to other plots
copyobj(o, f.Children(1).Children(2));
copyobj(o, f.Children(1).Children(3));
copyobj(o, f.Children(1).Children(5));
end
end
function f = plotGraph(obj, f)
arguments (Input)
obj (1, 1) {mustBeA(obj, 'miSim')};
f (1, 1) {mustBeA(f, 'matlab.ui.Figure')} = figure;
end
arguments (Output)
f (1, 1) {mustBeA(f, 'matlab.ui.Figure')};
end
% Form graph from adjacency matrix
G = graph(obj.adjacency, 'omitselfloops');
% Check if this is a tiled layout figure
if strcmp(f.Children(1).Type, 'tiledlayout')
o = plot(f.Children(1).Children(4), G, 'LineStyle', '--', 'EdgeColor', 'g', 'NodeColor', 'k');
else
o = plot(f.CurrentAxes, G, 'LineStyle', '--', 'EdgeColor', 'g', 'NodeColor', 'k');
end
end
end
methods (Access = private)
function validateInitialization(obj)
% Assert obstacles do not intersect with the domain
% Assert obstacles do not intersect with each other
% Assert the objective has only one maxima within the domain
% Assert the objective's sole maximum is not inaccessible due
% to the placement of an obstacle
end
function validateLoop(obj)
% Assert that agents are safely inside the domain
% Assert that agents are not in proximity to obstacles
% Assert that agents are not in proximity to each other
% Assert that agents form a connected graph
end
end
end