You cannot select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
AirTrapMine/src/GUI/mission_planner.py

250 lines
9.9 KiB
Python

#!/usr/bin/env python3
"""
飛行任務規劃模組
新增Circle Formation Leader-Follower
"""
import math
from typing import List, Tuple, Optional, Dict, Any
from enum import Enum
class MissionType(Enum):
"""任務類型"""
M_FORMATION = "m_formation"
CIRCLE_FORMATION = "circle_formation"
LEADER_FOLLOWER = "leader_follower"
class CoordinateConverter:
"""GPS 座標與 Local 座標的轉換器"""
def __init__(self, origin_lat: float, origin_lon: float, origin_alt: float = 0):
self.origin_lat = origin_lat
self.origin_lon = origin_lon
self.origin_alt = origin_alt
self.R = 6371000.0
def gps_to_local(self, lat: float, lon: float, alt: float) -> Tuple[float, float, float]:
lat_rad = math.radians(lat)
lon_rad = math.radians(lon)
origin_lat_rad = math.radians(self.origin_lat)
origin_lon_rad = math.radians(self.origin_lon)
dlat = lat_rad - origin_lat_rad
dlon = lon_rad - origin_lon_rad
x = self.R * dlon * math.cos((lat_rad + origin_lat_rad) / 2)
y = self.R * dlat
z = alt - self.origin_alt
return x, y, z
def local_to_gps(self, x: float, y: float, z: float) -> Tuple[float, float, float]:
origin_lat_rad = math.radians(self.origin_lat)
origin_lon_rad = math.radians(self.origin_lon)
lat_rad = origin_lat_rad + (y / self.R)
lon_rad = origin_lon_rad + (x / (self.R * math.cos((lat_rad + origin_lat_rad) / 2)))
lat = math.degrees(lat_rad)
lon = math.degrees(lon_rad)
alt = self.origin_alt + z
return lat, lon, alt
class FormationPlanner:
"""隊形規劃器"""
def __init__(self, spacing: float = 5.0,
base_altitude: float = 10.0,
altitude_diff: float = 2.0):
self.spacing = spacing
self.base_altitude = base_altitude
self.altitude_diff = altitude_diff
self.current_origin = None
self.converter = None
def plan_formation_mission(self,
drone_gps_positions: List[Tuple[float, float, float]],
target_gps: Tuple[float, float, float],
mission_type: MissionType = MissionType.M_FORMATION,
params: Optional[Dict[str, Any]] = None) -> Tuple[
List[Tuple[float, float, float]],
List[Tuple[float, float, float]],
Tuple[float, float, float]]:
"""
規劃兩階段隊形任務
Args:
drone_gps_positions: 當前無人機 GPS 位置列表
target_gps: 目標點 GPS 座標
mission_type: 任務類型
params: 任務參數
Returns:
(stage1_gps, stage2_gps, origin)
"""
if len(drone_gps_positions) == 0:
raise ValueError("無人機位置列表不能為空")
# 計算中央點
center_lat = sum(pos[0] for pos in drone_gps_positions) / len(drone_gps_positions)
center_lon = sum(pos[1] for pos in drone_gps_positions) / len(drone_gps_positions)
center_alt = sum(pos[2] for pos in drone_gps_positions) / len(drone_gps_positions)
self.current_origin = (center_lat, center_lon, center_alt)
self.converter = CoordinateConverter(center_lat, center_lon, center_alt)
# 轉換到 Local 座標
drone_local = [self.converter.gps_to_local(*pos) for pos in drone_gps_positions]
target_local = self.converter.gps_to_local(*target_gps)
# 計算隊形
if mission_type == MissionType.M_FORMATION:
stage1_local, stage2_local = self._calculate_m_formation(drone_local, target_local, params)
elif mission_type == MissionType.CIRCLE_FORMATION:
stage1_local, stage2_local = self._calculate_circle_formation(drone_local, target_local, params)
elif mission_type == MissionType.LEADER_FOLLOWER:
stage1_local, stage2_local = self._calculate_leader_follower(drone_local, target_local, params)
else:
raise ValueError(f"不支援的任務類型: {mission_type}")
# 轉回 GPS
stage1_gps = [self.converter.local_to_gps(*pos) for pos in stage1_local]
stage2_gps = [self.converter.local_to_gps(*pos) for pos in stage2_local]
return stage1_gps, stage2_gps, self.current_origin
def _calculate_m_formation(self, drone_positions, target_point, params):
"""M字形編隊原本的邏輯"""
params = params or {}
N = len(drone_positions)
spacing = params.get('spacing', self.spacing)
base_altitude = params.get('base_altitude', self.base_altitude)
altitude_diff = params.get('altitude_diff', self.altitude_diff)
C_x = sum(pos[0] for pos in drone_positions) / N
C_y = sum(pos[1] for pos in drone_positions) / N
C_z = sum(pos[2] for pos in drone_positions) / N
T_x, T_y, T_z = target_point
V_x, V_y = T_x - C_x, T_y - C_y
P_x, P_y = -V_y, V_x
length = math.sqrt(P_x**2 + P_y**2)
P_x_unit, P_y_unit = (P_x / length, P_y / length) if length > 0.01 else (1.0, 0.0)
projections = [((pos[0] - C_x) * P_x_unit + (pos[1] - C_y) * P_y_unit, i)
for i, pos in enumerate(drone_positions)]
projections.sort()
stage1_positions = [None] * N
stage2_positions = [None] * N
for rank, (_, original_idx) in enumerate(projections):
offset = (rank - (N - 1) / 2) * spacing
altitude = base_altitude + (altitude_diff if rank % 2 == 0 else -altitude_diff)
stage1_positions[original_idx] = (C_x + P_x_unit * offset, C_y + P_y_unit * offset, altitude)
stage2_positions[original_idx] = (T_x + P_x_unit * offset, T_y + P_y_unit * offset, altitude)
return stage1_positions, stage2_positions
def _calculate_circle_formation(self, drone_positions, target_point, params):
"""
圓形編隊
params: radius(10.0), altitude(10.0), start_angle(0.0)
"""
params = params or {}
N = len(drone_positions)
radius = params.get('radius', 10.0)
altitude = params.get('altitude', 10.0)
start_angle = params.get('start_angle', 0.0)
center_x, center_y, center_z = target_point
stage1_positions = []
stage2_positions = []
angle_step = 360.0 / N
for i in range(N):
angle_rad = math.radians(start_angle + angle_step * i)
final_x = center_x + radius * math.cos(angle_rad)
final_y = center_y + radius * math.sin(angle_rad)
final_z = altitude
current_x, current_y, current_z = drone_positions[i]
stage1_positions.append((
current_x + (final_x - current_x) * 0.5,
current_y + (final_y - current_y) * 0.5,
current_z + (final_z - current_z) * 0.5
))
stage2_positions.append((final_x, final_y, final_z))
return stage1_positions, stage2_positions
def _calculate_leader_follower(self, drone_positions, target_point, params):
"""
Leader-Follower 編隊
params: follow_distance(15.0), altitude_offset(1.0)
"""
params = params or {}
N = len(drone_positions)
follow_distance = params.get('follow_distance', 15.0) # 預設 15m
altitude_offset = params.get('altitude_offset', 1.0)
leader_x, leader_y, leader_z = drone_positions[0]
target_x, target_y, target_z = target_point
direction_x = target_x - leader_x
direction_y = target_y - leader_y
direction_length = math.sqrt(direction_x**2 + direction_y**2)
dir_unit_x, dir_unit_y = (direction_x / direction_length, direction_y / direction_length) \
if direction_length > 0.01 else (0.0, 1.0)
stage1_positions = []
stage2_positions = []
# Leader
leader_stage1 = (leader_x + direction_x * 0.3, leader_y + direction_y * 0.3, target_z)
stage1_positions.append(leader_stage1)
stage2_positions.append(target_point)
# Followers
for i in range(1, N):
back_offset = follow_distance * i
height_offset = altitude_offset * (i % 2)
current_x, current_y, current_z = drone_positions[i]
follow1_x = leader_stage1[0] - dir_unit_x * back_offset
follow1_y = leader_stage1[1] - dir_unit_y * back_offset
follow1_z = leader_stage1[2] + height_offset
stage1_positions.append((
current_x + (follow1_x - current_x) * 0.5,
current_y + (follow1_y - current_y) * 0.5,
current_z + (follow1_z - current_z) * 0.5
))
stage2_positions.append((
target_x - dir_unit_x * back_offset,
target_y - dir_unit_y * back_offset,
target_z + height_offset
))
return stage1_positions, stage2_positions
# 測試
if __name__ == "__main__":
planner = FormationPlanner()
drones = [(24.123450, 120.567800, 100.0), (24.123470, 120.567820, 102.0), (24.123440, 120.567810, 98.0)]
target = (24.123600, 120.568000, 105.0)
# Leader-Follower (15m 間距)
s1, s2, origin = planner.plan_formation_mission(drones, target, MissionType.LEADER_FOLLOWER, {'follow_distance': 15.0})
print("Leader-Follower (15m):")
for i, pos in enumerate(s2):
print(f" {'Leader' if i == 0 else f'Follower {i}'}: {pos[0]:.6f}, {pos[1]:.6f}")