/** * RMHCSLAM implements SinglePositionSLAM using random-mutation hill-climbing search on the starting position. * * Copyright (C) 2014 Simon D. Levy * * This code is free software: you can redistribute it and/or modify * it under the terms of the GNU Lesser General Public License as * published by the Free Software Foundation, either version 3 of the * License, or (at your option) any later version. * * This code is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU Lesser General Public License * along with this code. If not, see . */ package edu.wlu.cs.levy.breezyslam.algorithms; import edu.wlu.cs.levy.breezyslam.components.Position; import edu.wlu.cs.levy.breezyslam.components.Laser; import edu.wlu.cs.levy.breezyslam.components.PoseChange; import edu.wlu.cs.levy.breezyslam.components.Map; import edu.wlu.cs.levy.breezyslam.components.Scan; public class RMHCSLAM extends SinglePositionSLAM { private static final double DEFAULT_SIGMA_XY_MM = 100; private static final double DEFAULT_SIGMA_THETA_DEGREES = 20; private static final int DEFAULT_MAX_SEARCH_ITER = 1000; static { System.loadLibrary("jnibreezyslam_algorithms"); } private native void init(int random_seed); private native Object positionSearch( Position start_pos, Map map, Scan scan, double sigma_xy_mm, double sigma_theta_degrees, int max_search_iter); private long native_ptr; /** * Creates an RMHCSLAM object. * @param laser a Laser object containing parameters for your Lidar equipment * @param map_size_pixels the size of the desired map (map is square) * @param map_size_meters the size of the area to be mapped, in meters * @param random_seed seed for psuedorandom number generator in particle filter * @return a new CoreSLAM object */ public RMHCSLAM(Laser laser, int map_size_pixels, double map_size_meters, int random_seed) { super(laser, map_size_pixels, map_size_meters); this.init(random_seed); } /** * The standard deviation in millimeters of the Gaussian distribution of * the (X,Y) component of position in the particle filter; default = 100 */ public double sigma_xy_mm = DEFAULT_SIGMA_XY_MM;; /** * The standard deviation in degrees of the Gaussian distribution of * the angular rotation component of position in the particle filter; default = 20 */ public double sigma_theta_degrees = DEFAULT_SIGMA_THETA_DEGREES; /** * The maximum number of iterations for particle-filter search; default = 1000 */ public int max_search_iter = DEFAULT_MAX_SEARCH_ITER; /** * Returns a new position based on RMHC search from a starting position. Called automatically by * SinglePositionSLAM::updateMapAndPointcloud() * @param start_position the starting position */ protected Position getNewPosition(Position start_position) { Position newpos = (Position)positionSearch( start_position, this.map, this.scan_for_distance, this.sigma_xy_mm, this.sigma_theta_degrees, this.max_search_iter); return newpos; } } // RMHCSLAM