LISHUZUOXUN_yangjiang/UWB/positioning_cluster.py

675 lines
24 KiB
Python
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2024-09-23 14:54:15 +08:00
# coding=gb2312
import json
import os
import random
import traceback
from threading import Thread
import ping3
from UWB.data_node_via_tcp import DataNode, send_2, get_machine_ip_address
from Speaker.speak_base import beep
from UWB.uwb_driver import *
from UWB.across_detect import AcrossDetect
from UWB.algorithm import from_dist_get_coord
from UWB.consensus import *
from UWB.position_fixer import PositionFixer
POSITION_SERVER_PORT = 7878
TYPE_TYPE = "type"
TYPE_DATA = "data"
TYPE_ANCHOR = "anchor"
TYPE_TIME = "time"
TYPE_VALID = "valid"
TYPE_RESULT = "result"
TYPE_START = "start"
TYPE_END = "end"
TYPE_TARGET = "target"
TYPE_DISTANCE = "distance"
TYPE_SUCCESS_TIME = "success_time"
TYPE_RECORD_TIME = "record_time"
CMD_SET_MODE = "set_mode"
CMD_SET_MODE_RESULT = "set_mode_result"
CMD_REPORT = "report"
CMD_CLEAR_DATA = "clear_data"
CMD_CLEAR_DATA_RESULT = "clear_data_result"
CMD_REPORT_DATA = "report_data"
CMD_REPORT_RESULT = "report_result"
CMD_GET_INFO = "get_info"
CMD_INFO = "info"
CMD_TWR_REQUEST = "twr_request"
CMD_TWR_RESULT = "twr_result"
this_dir = os.path.dirname(os.path.realpath(__file__))
UWB_ASSIGNMENT_FILE_PATH = os.path.join(this_dir, "uwb_id_assignment.json")
class Positioning(threading.Thread):
def __init__(self) -> None:
super().__init__()
self.anchor_coordinates = None
self.target_ip = None
self.self_ip = None
self.other_ip = None
self.__running = threading.Event()
self.__running.set()
self.__detection = threading.Event()
self.__detection.clear()
self.__resume = threading.Event()
self.__resume.clear()
self.data_node = DataNode("0.0.0.0", port=POSITION_SERVER_PORT)
self.data_node.start()
# uwb<77><62><EFBFBD><EFBFBD>
self.uwb = UwbController()
self.uwb.start()
retry_time = 30
for i in range(retry_time + 1):
if not self.uwb.set_anchor_status(status=MODE_POSITION) and i == retry_time:
continue
else:
break
# <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>վ<EFBFBD><D5BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ƿ<EFBFBD><C7B7><EFBFBD><EFBFBD><EFBFBD>
if os.path.exists(UWB_ASSIGNMENT_FILE_PATH):
with open(UWB_ASSIGNMENT_FILE_PATH, "r") as file:
uwb_assignment = json.load(file)
else:
uwb_assignment = [i for i in range(8)]
if uwb_assignment:
seq = uwb_assignment.pop(0)
else:
seq = random.randint(0, 255)
self.uwb.set_anchor_config(anchor_seq=seq, anchor_no=seq)
self.anchor = self.uwb.anchor_id
# <20><><EFBFBD><EFBFBD>uwb<77><EFBFBD><E8B1B8>Ϣ
self.all_uwb_mes = {}
self.uwb_coordinates = {}
# <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
self.result_cache = {}
# ʱ<><CAB1>ͬ<EFBFBD><CDAC>
self.time_offset = 0
# <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
self.tag_information = []
# <20>ֻ<EFBFBD>״̬<D7B4><CCAC>¼
self.tag_status = {}
# <20><>վ<EFBFBD><D5BE><EFBFBD><EFBFBD>
self.anchor_coordinates = {}
# ģʽ
self.mode = None
# λ<><CEBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
self.position_fixer = None
# <20><><EFBFBD>߼<EFBFBD><DFBC><EFBFBD><EFBFBD><EFBFBD>
self.across_detect = AcrossDetect()
# δ<><CEB4><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>
self.send_fail_counting = 0
# <20><><EFBFBD><EFBFBD><EFBFBD>߳<EFBFBD><DFB3><EFBFBD>
self.send_semaphore = threading.Semaphore(64)
self.clear_cache_sign = threading.Event()
self.clear_cache_sign.clear()
# <20><><EFBFBD>ÿ<EFBFBD>ʼ<EFBFBD><CABC>¼ʱ<C2BC><CAB1>
self.valid_time = 0
self.bias = 0
# <20><><EFBFBD>ݽ<EFBFBD><DDBD><EFBFBD><EFBFBD>ź<EFBFBD>
self.__get_report_data_signal = threading.Event()
self.__get_report_data_signal.clear()
def set_valid_time(self, t):
self.valid_time = t
self.bias = 3
def start(self) -> None:
super().start()
Thread(target=self._thread_data_processing, daemon=True).start()
Thread(target=self._thread_data_detect, daemon=True).start()
# <20><>ȡ<EFBFBD>ֻ<EFBFBD>״̬
def get_tag_status(self, tag):
data = self.tag_status.get(tag)
if data:
return data
else:
return {HR: 0, BO: 0}
# <20><>ȡ<EFBFBD>ر<EFBFBD><D8B1><EFBFBD><EFBFBD><EFBFBD>
def get_report_data(self, timeout=1):
self.__get_report_data_signal.wait(timeout=timeout)
data = self.get_cache(CMD_REPORT_DATA)
if not data:
self.__get_report_data_signal.clear()
return data
# <20><><EFBFBD>ݽ<EFBFBD><DDBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
def _thread_data_processing(self):
while self.__running.is_set():
self.__resume.wait()
data = self.get_report_data()
if data:
if data[DISTANCE] > 1500:
continue
if data[RECORD] < self.valid_time - self.bias:
continue
tag = data[TAG_ID]
record_time = data[RECORD]
heart_rate = data[HR]
blood_oxygen = data[BO]
self.tag_status[tag] = {HR: heart_rate, BO: blood_oxygen}
distance = {
data[ANCHOR_ID]: data[DISTANCE]
}
tag_package = {
TAG: tag,
DIST_MES: distance,
HEART_RATE: heart_rate,
BLOOD_OXYGEN: blood_oxygen,
RECORD: record_time
}
across = False
merge_position_data = None
if self.mode == MODE_POSITIONING and self.position_fixer:
self.position_fixer: PositionFixer
self.position_fixer.get_position(tag_package)
merge_position_data = self.position_fixer.get_record(tag)
across = self.across_detect.position_detect(merge_position_data)
tag_package[ACROSS] = across
if across:
if merge_position_data:
if len(merge_position_data) >= 4:
tag_package[RELIABILITY] = 3
elif len(merge_position_data) == 3 or len(merge_position_data) == 1:
tag_package[RELIABILITY] = 2
else:
tag_package[RELIABILITY] = 1
tag_package[DIST] = min(merge_position_data.values())
else:
tag_package[RELIABILITY] = 0
tag_package[DIST] = float('inf')
else:
tag_package[RELIABILITY] = 0
tag_package[DIST] = float('inf')
self.tag_information.append(
(record_time, tag_package)
)
time.sleep(0.001)
def clear_information(self):
self.mode = MODE_POSITIONING
self.uwb.clear_all()
self.tag_information.clear()
retry_time = 9
for i in range(10):
if not self.start_positioning() and i == retry_time:
return False
else:
break
def get_last_information(self):
if self.tag_information:
return self.tag_information.pop(-1)
def get_information(self):
if self.tag_information:
return self.tag_information.pop(0)
def stop(self):
self.__running.clear()
self.__resume.set()
self.__detection.set()
def pause(self):
self.__resume.clear()
self.__detection.clear()
def resume(self):
self.__resume.set()
self.__detection.set()
def get_anchor_coordinates(self):
return self.anchor_coordinates
@staticmethod
# <20><>վ<EFBFBD><D5BE>λ
def anchor_positioning(anc_info, twr):
# <20><>ȡ<EFBFBD><C8A1>վ<EFBFBD>б<EFBFBD>
anc_list = list(anc_info.keys())
# <20><><EFBFBD>ɶ<EFBFBD><C9B6>ձ<EFBFBD>
dist_table = {anchor: {} for anchor in anc_list}
for dist_mes in twr:
start = dist_mes[TYPE_START]
stop = dist_mes[TYPE_END]
dis = dist_mes[TYPE_DISTANCE]
dist_table[start][stop] = dis
dist_table[stop][start] = dis
# <20><><EFBFBD>ɾ<EFBFBD><C9BE><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
dist_matrix = [
[
0 if start == end else dist_table[start][end]
for end in anc_list
]
for start in anc_list
]
# <20><><EFBFBD>ɻ<EFBFBD>վ<EFBFBD><D5BE><EFBFBD><EFBFBD>
coordinates = from_dist_get_coord(dist_matrix)
min_x = 0
min_y = 0
for coord in coordinates:
if coord[0] < min_x:
min_x = coord[0]
if coord[1] < min_y:
min_y = coord[1]
anchor_coordinates = {
anc_list[i]: [
(coordinates[i][0] - min_x), (coordinates[i][1] - min_y)
]
for i in range(len(anc_list))
}
return anchor_coordinates
# <20><><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>λģʽ
def set_2_positioning_mode(self, timeout=5, ip_list=None):
self.anchor_coordinates.clear()
if not ip_list:
ip_list = get_machine_ip_address()
print("Find IP", ip_list)
self.set_ip(other_ip=ip_list[1::], self_ip=ip_list[0])
# <20><><EFBFBD>û<EFBFBD>վ<EFBFBD>б<EFBFBD>
anc_info = self.get_all_anchor()
print("Find Anchor", anc_info)
anchor_coordinates = {
anchor: [0, 0]
for anchor in anc_info.keys()
}
self.anchor_coordinates = anchor_coordinates
print("Success! Anchor Coordinates", self.anchor_coordinates)
# <20><><EFBFBD><EFBFBD>λ<EFBFBD><CEBB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
self.position_fixer = PositionFixer(self.anchor_coordinates)
self.across_detect = AcrossDetect()
self.across_detect.set_anchor_coordinates(self.anchor_coordinates)
print("Set to Position Mode!")
retry_time = 9
for i in range(10):
if not self.start_positioning() and i == retry_time:
return False
else:
break
self.mode = MODE_POSITIONING
print("Position Mode Initial Successfully!")
return True
def stop_positioning_mode(self):
if self.mode == MODE_POSITIONING:
retry_time = 3
for i in range(5):
if not self.stop_positioning() and i == retry_time:
return False
else:
break
self.mode = None
return True
def set_tag_beep(self, tag, beep):
self.uwb.set_tag(tag_id=tag, alarm_status=beep)
def get_tag_mes(self, tag):
tag_mes = self.uwb.get_data()
if tag_mes and tag_mes[TAG_ID] == tag:
return tag_mes
def get_data(self):
tag_mes = self.uwb.get_data()
return tag_mes
# <20><>ȡ<EFBFBD><C8A1>ǰ<EFBFBD><C7B0>֪<EFBFBD>ֻ<EFBFBD>
def get_detect_tag(self, timeout=5, edge=DEFAULT_DISTANCE):
start_time = time.time()
if self.mode == MODE_POSITIONING:
self.__detection.clear()
self.uwb.clear_all()
self.uwb.clear_cache(TYPE_DATA)
while time.time() - start_time < timeout:
data = self.uwb.get_data()
if data:
try:
tag = data[TAG_ID]
distance = data[DISTANCE]
if distance < edge:
if self.mode == MODE_POSITIONING:
self.__detection.set()
return tag
except:
continue
if self.mode == MODE_POSITIONING:
self.__detection.set()
def get_all_band(self, detect_time=5):
start_time = time.time()
result = []
if self.mode == MODE_POSITIONING:
self.__detection.clear()
while time.time() - start_time < detect_time:
data = self.uwb.get_data()
if data:
result.append(data[TAG_ID])
if self.mode == MODE_POSITIONING:
self.__detection.set()
if len(result) == 0:
retry_time = 3
for i in range(5):
if not self.uwb.set_anchor_status(status=MODE_POSITION) and i == retry_time:
return None
else:
break
return list(set(result))
def set_report_target(self, target_ip):
self.target_ip = target_ip
# <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD><EFBFBD>߳<EFBFBD>
def _thread_data_detect(self):
while self.__running.is_set():
self.__detection.wait()
# print('detect')
data = self.uwb.get_data()
if data:
data.update({TYPE_RECORD_TIME: data[RECORD] + self.time_offset})
self.send_cmd(_type=CMD_REPORT_DATA, data=data, target_ip=self.target_ip)
def get_cache(self, _type):
if _type not in self.result_cache.keys():
return None
else:
if self.result_cache[_type]:
return self.result_cache[_type].pop(0)
else:
return None
def clear_cache(self, _type):
if _type in self.result_cache.keys():
if self.result_cache[_type]:
self.result_cache[_type].clear()
def send_cmd(self, _type, data, target_ip, self_ip=None, block=False, timeout=30):
pkg = {
TYPE_TYPE: _type, TYPE_DATA: data, TYPE_TARGET: self_ip
}
def must_send_2():
start_time = time.time()
while time.time() - start_time < timeout:
if not send_2(target_ip, pkg, POSITION_SERVER_PORT):
time.sleep(0.1)
else:
break
self.send_semaphore.release()
if block:
start_time = time.time()
while time.time() - start_time < timeout:
if not send_2(target_ip, pkg, POSITION_SERVER_PORT):
time.sleep(0.1)
else:
return True
else:
while not self.send_semaphore.acquire(timeout=0.01):
if self.clear_cache_sign.is_set():
return True
threading.Thread(target=must_send_2, daemon=True).start()
return False
# <20><><EFBFBD><EFBFBD><EFBFBD>豸ip<69><70>ַ
def set_ip(self, self_ip, other_ip):
self.self_ip = self_ip
self.other_ip = other_ip
# <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>л<EFBFBD>վ<EFBFBD><D5BE><EFBFBD><EFBFBD>Ϣ
def get_all_anchor(self, timeout=7):
self.all_uwb_mes = {self.uwb.anchor_id: self.self_ip}
self.data_node.clear_data()
for ip in self.other_ip:
delay = ping3.ping(ip, timeout=5)
if delay is not None:
fix_time = time.time() + delay
print(f"<EFBFBD><EFBFBD><EFBFBD>{ip}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӳ<EFBFBD>Ϊ{delay}s")
send_successful = self.send_cmd(
_type=CMD_GET_INFO,
data=[ip, fix_time],
target_ip=ip,
self_ip=self.self_ip,
block=True,
timeout=timeout
)
if send_successful:
beep(duration=500, freq=3000)
else:
print(f"<EFBFBD>޷<EFBFBD><EFBFBD><EFBFBD><EFBFBD>{ip}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>")
start_time = time.time()
while time.time() - start_time < timeout:
response = self.get_cache(CMD_INFO)
if response:
print(response)
anchor, ip = response
self.all_uwb_mes[anchor] = ip
if len(self.all_uwb_mes) == len(self.other_ip) + 1:
print("Done!")
break
beep(duration=1000, freq=500)
return self.all_uwb_mes
# <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>л<EFBFBD>վ<EFBFBD><D5BE>ģʽ
def set_all_anchor_mode(self, mode, timeout=10):
self.clear_cache(CMD_SET_MODE_RESULT)
for ip in list(set(list(self.all_uwb_mes.values()))):
self.send_cmd(
_type=CMD_SET_MODE,
data=mode,
target_ip=ip,
self_ip=self.self_ip
)
start_time = time.time()
counting = 0
max_counting_num = len(self.all_uwb_mes)
while time.time() - start_time < timeout:
response = self.get_cache(CMD_SET_MODE_RESULT)
if response is not None:
counting += 1
if response is False:
return False
if counting == max_counting_num:
return True
return False
# <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>л<EFBFBD>վ<EFBFBD><EFBFBD><E0BBA5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
def twr(self, timeout=15):
twr_result = []
all_anchor = list(self.all_uwb_mes.keys())
for i in range(len(all_anchor)):
for j in range(i + 1, len(all_anchor)):
target_ip = self.all_uwb_mes[all_anchor[i]]
data = {
TYPE_ANCHOR: all_anchor[j], TYPE_TIME: time.time()
}
self.send_cmd(_type=CMD_TWR_REQUEST, data=data, target_ip=target_ip, self_ip=self.self_ip)
start_time = time.time()
while time.time() - start_time < timeout:
response = self.get_cache(CMD_TWR_RESULT)
if response:
if response[TYPE_VALID]:
try:
one_twr = {
TYPE_START: all_anchor[i],
TYPE_END: all_anchor[j],
TYPE_DISTANCE: response[TYPE_RESULT][TYPE_DISTANCE] / 100,
TYPE_SUCCESS_TIME: response[TYPE_RESULT][TYPE_SUCCESS_TIME]
}
twr_result.append(one_twr)
print(
f"Twr Success! {all_anchor[i]} --> {all_anchor[j]} | "
f"Dis:{response[TYPE_RESULT][TYPE_DISTANCE]} | "
f"SuccessTimes:{response[TYPE_RESULT][TYPE_SUCCESS_TIME]}"
)
except TypeError:
print("Twr Error:", response)
return twr_result
else:
print(f"Twr Fail! {all_anchor[i]} --> {all_anchor[j]}")
return twr_result
break
return twr_result
def start_positioning(self, timeout=5):
self.clear_cache(CMD_REPORT_RESULT)
anchor_seq = 1
for ip in list(set(list(self.all_uwb_mes.values()))):
self.send_cmd(
_type=CMD_REPORT,
data=[True, anchor_seq],
target_ip=ip,
self_ip=self.self_ip,
block=True
)
anchor_seq += 1
start_time = time.time()
counting = 0
max_counting_num = len(self.all_uwb_mes)
while time.time() - start_time < timeout:
response = self.get_cache(CMD_REPORT_RESULT)
if response is not None:
counting += 1
if response is False:
return False
if counting == max_counting_num:
return True
return False
def clear_position_data(self, timeout=5):
self.clear_cache(CMD_REPORT_RESULT)
for ip in list(set(list(self.all_uwb_mes.values()))):
self.send_cmd(
_type=CMD_CLEAR_DATA,
data=None,
target_ip=ip,
self_ip=self.self_ip,
block=True
)
start_time = time.time()
counting = 0
max_counting_num = len(self.all_uwb_mes)
while time.time() - start_time < timeout:
response = self.get_cache(CMD_CLEAR_DATA_RESULT)
if response is not None:
counting += 1
if response is False:
return False
if counting == max_counting_num:
return True
def stop_positioning(self, timeout=5):
self.clear_cache(CMD_REPORT_RESULT)
for ip in list(set(list(self.all_uwb_mes.values()))):
self.send_cmd(
_type=CMD_REPORT,
data=[False],
target_ip=ip,
self_ip=self.self_ip,
block=True
)
start_time = time.time()
counting = 0
max_counting_num = len(self.all_uwb_mes)
while time.time() - start_time < timeout:
response = self.get_cache(CMD_REPORT_RESULT)
if response is not None:
counting += 1
if response is False:
return False
if counting == max_counting_num:
return True
return False
def run(self) -> None:
while self.__running.is_set():
self.__resume.wait()
data = self.data_node.get_data()
if data:
try:
cmd_type = data[TYPE_TYPE]
cmd_data = data[TYPE_DATA]
target_ip = data[TYPE_TARGET]
if cmd_type == CMD_SET_MODE:
mode = cmd_data
result = self.uwb.set_anchor_status(status=mode)
self.send_cmd(_type=CMD_SET_MODE_RESULT, data=result, target_ip=target_ip)
elif cmd_type == CMD_GET_INFO:
myip = cmd_data[0]
fix_time = cmd_data[1]
self.time_offset = fix_time - time.time()
print("cmd get message", self.uwb.anchor_id, myip, fix_time)
success = False
for i in range(3):
result = [self.uwb.anchor_id, myip]
if self.send_cmd(_type=CMD_INFO, data=result, target_ip=target_ip, block=True, timeout=5):
beep(duration=300, freq=500)
time.sleep(0.2)
beep(duration=300, freq=500)
success = True
break
if success:
continue
beep(duration=1000, freq=5000)
elif cmd_type == CMD_CLEAR_DATA:
# self.uwb.clear_all()
self.uwb.clear_cache(TYPE_DATA)
self.clear_information()
self.send_cmd(_type=CMD_CLEAR_DATA_RESULT, data=None, target_ip=target_ip)
elif cmd_type == CMD_REPORT:
if cmd_data[0]:
self.clear_cache_sign.set()
self.uwb.clear_all()
result = self.uwb.set_anchor_status(status=MODE_POSITION)
anchor_seq = cmd_data[1]
if result:
result = self.uwb.set_anchor_config(anchor_seq=anchor_seq, anchor_no=anchor_seq)
self.set_report_target(target_ip=target_ip)
self.__detection.set()
self.clear_cache_sign.clear()
else:
result = True
self.__detection.clear()
self.uwb.clear_all()
self.send_cmd(_type=CMD_REPORT_RESULT, data=result, target_ip=target_ip)
elif cmd_type == CMD_TWR_REQUEST:
target_anchor = cmd_data[TYPE_ANCHOR]
master_time = cmd_data[TYPE_TIME]
self.time_offset = time.time() - master_time
valid = self.uwb.twr(target_anchor)
if valid:
result = self.uwb.get_twr_result()
else:
result = None
response = {TYPE_VALID: valid, TYPE_RESULT: result}
self.send_cmd(_type=CMD_TWR_RESULT, data=response, target_ip=target_ip)
beep(duration=1000, freq=500)
elif cmd_type == CMD_REPORT_DATA:
self.result_cache.setdefault(cmd_type, [])
self.result_cache[cmd_type].append(cmd_data)
self.__get_report_data_signal.set()
else:
self.result_cache.setdefault(cmd_type, [])
self.result_cache[cmd_type].append(cmd_data)
except Exception as e:
print(f"Error:{e.args}")
print(traceback.format_exc())
else:
time.sleep(0.1)
def close_tag(self, tag_id):
self.uwb.close_tag(tag_id)
def set_tag(self, tag_id, freq=None, alarm_status=None, detection_config=None):
self.uwb.set_tag(
tag_id, freq=freq, alarm_status=alarm_status,
detection_config=detection_config
)