# Copyright (c) 2020 Jeff Irion and contributors # # This file originated from the `graphslam` package: # # https://github.com/JeffLIrion/python-graphslam r"""Representation of a pose in :math:`SE(2)`. """ import math import numpy as np from ..util import neg_pi_to_pi class PoseSE2(np.ndarray): r"""A representation of a pose in :math:`SE(2)`. Parameters ---------- position : np.ndarray, list The position in :math:`\mathbb{R}^2` orientation : float The angle of the pose (in radians) """ def __new__(cls, position, orientation): obj = np.array([position[0], position[1], neg_pi_to_pi(orientation)], dtype=np.float64).view(cls) return obj # pylint: disable=arguments-differ def copy(self): """Return a copy of the pose. Returns ------- PoseSE2 A copy of the pose """ return PoseSE2(self[:2], self[2]) def to_array(self): """Return the pose as a numpy array. Returns ------- np.ndarray The pose as a numpy array """ return np.array(self) def to_compact(self): """Return the pose as a compact numpy array. Returns ------- np.ndarray The pose as a compact numpy array """ return np.array(self) def to_matrix(self): """Return the pose as an :math:`SE(2)` matrix. Returns ------- np.ndarray The pose as an :math:`SE(2)` matrix """ return np.array([[np.cos(self[2]), -np.sin(self[2]), self[0]], [np.sin(self[2]), np.cos(self[2]), self[1]], [0., 0., 1.]], dtype=np.float64) @classmethod def from_matrix(cls, matrix): """Return the pose as an :math:`SE(2)` matrix. Parameters ---------- matrix : np.ndarray The :math:`SE(2)` matrix that will be converted to a `PoseSE2` instance Returns ------- PoseSE2 The matrix as a `PoseSE2` object """ return cls([matrix[0, 2], matrix[1, 2]], math.atan2(matrix[1, 0], matrix[0, 0])) # ======================================================================= # # # # Properties # # # # ======================================================================= # @property def position(self): """Return the pose's position. Returns ------- np.ndarray The position portion of the pose """ return np.array(self[:2]) @property def orientation(self): """Return the pose's orientation. Returns ------- float The angle of the pose """ return self[2] @property def inverse(self): """Return the pose's inverse. Returns ------- PoseSE2 The pose's inverse """ return PoseSE2([-self[0] * np.cos(self[2]) - self[1] * np.sin(self[2]), self[0] * np.sin(self[2]) - self[1] * np.cos([self[2]])], -self[2]) # ======================================================================= # # # # Magic Methods # # # # ======================================================================= # def __add__(self, other): r"""Add poses (i.e., pose composition): :math:`p_1 \oplus p_2`. Parameters ---------- other : PoseSE2 The other pose Returns ------- PoseSE2 The result of pose composition """ return PoseSE2([self[0] + other[0] * np.cos(self[2]) - other[1] * np.sin(self[2]), self[1] + other[0] * np.sin(self[2]) + other[1] * np.cos(self[2])], neg_pi_to_pi(self[2] + other[2])) def __sub__(self, other): r"""Subtract poses (i.e., inverse pose composition): :math:`p_1 \ominus p_2`. Parameters ---------- other : PoseSE2 The other pose Returns ------- PoseSE2 The result of inverse pose composition """ return PoseSE2([(self[0] - other[0]) * np.cos(other[2]) + (self[1] - other[1]) * np.sin(other[2]), (other[0] - self[0]) * np.sin(other[2]) + (self[1] - other[1]) * np.cos(other[2])], neg_pi_to_pi(self[2] - other[2]))