-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathpacket_parser.py
More file actions
218 lines (178 loc) · 6.52 KB
/
Copy pathpacket_parser.py
File metadata and controls
218 lines (178 loc) · 6.52 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
"""
フォースプレート用パケット解析モジュール
"""
import struct
from enum import IntEnum
from typing import Optional
from dataclasses import dataclass
import numpy as np
class OutCh(IntEnum):
"""出力チャンネル定義(6ch)"""
FX = 0 # 水平力X [N]
FY = 1 # 水平力Y [N]
FZ = 2 # 鉛直力 [N]
MX = 3 # モーメントX [N*m]
MY = 4 # モーメントY [N*m]
MZ = 5 # モーメントZ [N*m]
class EngCh(IntEnum):
"""工学値チャンネル定義(6ch + 追加4ch)"""
FX = 0 # 水平力X [N]
FY = 1 # 水平力Y [N]
FZ = 2 # 鉛直力 [N]
MX = 3 # モーメントX [N*m]
MY = 4 # モーメントY [N*m]
MZ = 5 # モーメントZ [N*m]
MXD = 6 # 作用面上モーメントX [N*m]
MYD = 7 # 作用面上モーメントY [N*m]
COP_X = 8 # 圧力中心X [mm]
COP_Y = 9 # 圧力中心Y [mm]
class Range(IntEnum):
"""測定レンジ"""
R3K = 0 # 3000N
R6K = 1 # 6000N
R10K = 2 # 10000N
class Frequency(IntEnum):
"""測定周波数"""
F10000 = 10000
F5000 = 5000
F2500 = 2500
F1000 = 1000
F500 = 500
F250 = 250
F240 = 240
F120 = 120
class PacketParser:
"""パケット解析クラス"""
# 定数
CH_COUNT = 6 # 出力チャンネル数
BYTES_PER_SAMPLE = 2 # 16bit ADC
def __init__(self):
"""初期化"""
self._range = Range.R3K
def set_range(self, range_val: Range):
"""測定レンジを設定"""
self._range = range_val
def bin_to_ad(self, data: bytes, matome: int, fp_count: int = 1) -> Optional[np.ndarray]:
"""
バイナリデータをAD値配列に変換
Args:
data: バイナリデータ
matome: まとめ数
fp_count: フォースプレート台数
Returns:
np.ndarray: AD値配列 [fp_count, matome, channels]
"""
if not data:
return None
# パケットサイズ: 6ch × 2byte × まとめ数 × FP台数
packet_size = self.CH_COUNT * self.BYTES_PER_SAMPLE * matome * fp_count
if len(data) < packet_size:
return None
# AD値配列
ad_values = np.zeros((fp_count, matome, self.CH_COUNT), dtype=np.int16)
offset = 0
for fp in range(fp_count):
for m in range(matome):
for ch in range(self.CH_COUNT):
ad_values[fp, m, ch] = struct.unpack_from('<h', data, offset)[0]
offset += 2
return ad_values
def ad_to_eng(self, ad_values: np.ndarray, range_val: Range,
fs: np.ndarray, az: float = 0.0,
fz_limit: float = 10.0) -> np.ndarray:
"""
AD値を工学値に変換
Args:
ad_values: AD値配列 [matome, channels] または [fp_count, matome, channels]
range_val: 測定レンジ
fs: フルスケール値配列 [channels]
az: センサ中心~作用点までの距離 [mm]
fz_limit: COP計算の荷重閾値 [N]
Returns:
np.ndarray: 工学値配列 [matome, eng_channels] または [fp_count, matome, eng_channels]
"""
# 入力配列の次元を確認
if ad_values.ndim == 2:
# [matome, channels]
return self._convert_single_fp(ad_values, range_val, fs, az, fz_limit)
elif ad_values.ndim == 3:
# [fp_count, matome, channels]
fp_count = ad_values.shape[0]
matome = ad_values.shape[1]
eng_values = np.zeros((fp_count, matome, len(EngCh)), dtype=np.float64)
for fp in range(fp_count):
eng_values[fp] = self._convert_single_fp(
ad_values[fp], range_val, fs, az, fz_limit
)
return eng_values
else:
raise ValueError("ad_values must be 2D or 3D array")
def _convert_single_fp(self, ad_values: np.ndarray, range_val: Range,
fs: np.ndarray, az: float,
fz_limit: float) -> np.ndarray:
"""
単一FPのAD値を工学値に変換
Args:
ad_values: AD値配列 [matome, channels]
range_val: 測定レンジ
fs: フルスケール値配列 [channels]
az: センサ中心~作用点までの距離 [mm]
fz_limit: COP計算の荷重閾値 [N]
Returns:
np.ndarray: 工学値配列 [matome, eng_channels]
"""
matome = ad_values.shape[0]
eng_values = np.zeros((matome, len(EngCh)), dtype=np.float64)
for i in range(matome):
# AD値30000 = +フルスケール
for ch in range(self.CH_COUNT):
eng_values[i, ch] = ad_values[i, ch] * fs[ch] / 30000.0
fx = eng_values[i, EngCh.FX]
fy = eng_values[i, EngCh.FY]
fz = eng_values[i, EngCh.FZ]
mx = eng_values[i, EngCh.MX]
my = eng_values[i, EngCh.MY]
# 作用面上のモーメント
# Mx' = Mx - Fy * az/1000
# My' = My + Fx * az/1000
mxd = mx - fy * (az / 1000.0)
myd = my + fx * (az / 1000.0)
eng_values[i, EngCh.MXD] = mxd
eng_values[i, EngCh.MYD] = myd
# COP計算(Fz >= FzLimit のとき)
if fz >= fz_limit:
# ax = -Myd / Fz * 1000 [mm]
# ay = Mxd / Fz * 1000 [mm]
eng_values[i, EngCh.COP_X] = -myd / fz * 1000.0
eng_values[i, EngCh.COP_Y] = mxd / fz * 1000.0
else:
eng_values[i, EngCh.COP_X] = 0.0
eng_values[i, EngCh.COP_Y] = 0.0
return eng_values
# チャンネル名と単位の定義
CHANNEL_NAMES = {
EngCh.FX: "Fx", EngCh.FY: "Fy", EngCh.FZ: "Fz",
EngCh.MX: "Mx", EngCh.MY: "My", EngCh.MZ: "Mz",
EngCh.MXD: "Mx'", EngCh.MYD: "My'",
EngCh.COP_X: "COPx", EngCh.COP_Y: "COPy",
}
CHANNEL_UNITS = {
EngCh.FX: "N", EngCh.FY: "N", EngCh.FZ: "N",
EngCh.MX: "N*m", EngCh.MY: "N*m", EngCh.MZ: "N*m",
EngCh.MXD: "N*m", EngCh.MYD: "N*m",
EngCh.COP_X: "mm", EngCh.COP_Y: "mm",
}
def get_matome_for_frequency(frequency: Frequency) -> int:
"""
周波数に対応するまとめ数を取得
Args:
frequency: 測定周波数
Returns:
int: まとめ数
"""
if frequency == Frequency.F240:
return 24
elif frequency == Frequency.F120:
return 12
else:
return 100