Files
Sim-Tello-KI-fun/drone_pilot/flight.py
Sebastian Unterschütz e72ba2989e add models
2026-04-21 15:45:43 +02:00

134 lines
5.2 KiB
Python

import time
import numpy as np
from typing import List, Tuple, Dict
from .config import Config
class FlightController:
"""
Verantwortlich für die Berechnung der Flugvektoren basierend auf KI-Ergebnissen.
Unterstützt Normal-Modus (sequenziell) und Sport-Modus (simultan/LR).
"""
def __init__(self):
self.last_sent_rc = [0, 0, 0, 0]
self.smooth_face = None
self.search_start = time.time()
self.status = "INITIALIZING"
# Speicher für verloren gegangene Ziele
self.last_target_side = 0
self.lost_time = 0
def calculate(self,
faces: List[Tuple],
is_manual: bool,
is_sport: bool, # NEU: Sport-Modus Flag
emergency_stop: bool,
is_locked: bool,
locked_person: Tuple,
current_height: float,
target_altitude: float,
tof: int,
zones: Dict[str, bool],
zone_scores: Dict[str, float],
manual_rc: Tuple[int, int, int, int]) -> Tuple[Tuple[int, int, int, int], str]:
lr, fb, ud, yv = 0, 0, 0, 0
if len(faces) > 0:
target = max(faces, key=lambda f: f[2] * f[3])
if self.smooth_face is None: self.smooth_face = target
else:
self.smooth_face = tuple(int(self.smooth_face[i]*0.8 + target[i]*0.2) for i in range(4))
else:
self.smooth_face = None
if emergency_stop:
self.status = "EMERGENCY STOP"
return (0, 0, 0, 0), self.status
# Hindernisvermeidung
center_blocked = zones["CENTER"] or tof < Config.OBSTACLE_TOF_CM
if center_blocked:
self.status = "AVOIDING OBSTACLE"
yv = 80 if zone_scores["LEFT"] < zone_scores["RIGHT"] else -80
fb = -30
return self._smooth(0, fb, 0, yv)
if is_manual:
self.status = "MANUAL CONTROL"
lr, fb, m_ud, yv = manual_rc
if abs(m_ud) > 0: ud = m_ud
return self._smooth(lr, fb, ud, yv)
# AI LOGIC
if is_locked:
if locked_person is not None:
self.search_start = time.time()
self.lost_time = 0
(x, y, w, h) = locked_person
center_x = x + w // 2
err_x = center_x - (Config.WIDTH // 2)
self.last_target_side = 1 if err_x > 0 else -1
if is_sport:
# SPORT MODUS: Alles gleichzeitig + LR-Strafing
yv = int(np.clip(Config.SPORT_YAW_GAIN * err_x, -100, 100))
fb = int(np.clip(Config.SPORT_FB_GAIN * (Config.TARGET_PERSON_SIZE - w), -100, 100))
lr = int(np.clip(Config.SPORT_LR_GAIN * err_x, -60, 60))
self.status = "SPORT PURSUIT: FULL AXIS"
else:
# NORMAL MODUS: Sequenziell (Drehen ODER Fliegen)
if abs(err_x) > Config.FACE_DEADZONE:
yv = int(np.clip(Config.YAW_GAIN * err_x, -50, 50))
fb = 0
self.status = "PURSUIT: AIMING"
else:
yv = 0
fb = int(np.clip(Config.FORWARD_GAIN * (Config.TARGET_PERSON_SIZE - w), -80, 80))
self.status = "PURSUIT: APPROACHING"
else:
# Target verloren
if self.lost_time == 0: self.lost_time = time.time()
elapsed = time.time() - self.lost_time
search_speed = 60 if is_sport else 40
if elapsed < 10.0:
yv = search_speed * self.last_target_side
self.status = f"LOST TARGET: SCANNING {'RIGHT' if self.last_target_side > 0 else 'LEFT'}"
else:
self.status = "TARGET LOST: PATROL"
yv = 30
elif self.smooth_face is not None:
(x, y, w, h) = self.smooth_face
err_x = (x + w // 2) - (Config.WIDTH // 2)
yv = int(np.clip(Config.YAW_GAIN * err_x, -40, 40))
self.status = "AWAITING LOCK"
else:
# Patrouille
elapsed = (time.time() - self.search_start) % 8.0
if elapsed < 3.0:
self.status = "PATROL: ADVANCE"
fb = 35
else:
self.status = "PATROL: SCAN"
yv = 35
return self._smooth(lr, fb, ud, yv)
def _smooth(self, lr, fb, ud, yv):
alpha = Config.SMOOTHING_ALPHA
slr = int(self.last_sent_rc[0] * (1-alpha) + lr * alpha)
sfb = int(self.last_sent_rc[1] * (1-alpha) + fb * alpha)
sud = int(self.last_sent_rc[2] * (1-alpha) + ud * alpha)
syv = int(self.last_sent_rc[3] * (1-alpha) + yv * alpha)
if abs(slr) < 3: slr = 0
if abs(sfb) < 3: sfb = 0
if abs(sud) < 3: sud = 0
if abs(syv) < 3: syv = 0
self.last_sent_rc = [slr, sfb, sud, syv]
return (slr, sfb, sud, syv), self.status