"""Decode Hipnuc / HI13 (HI91/HI92) IMU frames from a V2 .rscap capture. Matches ``EcarSensorMinimal/RawSerialImu/Hi13Protocol.cs``: sync ``5A A5``, CRC16 over header[0:4]+payload, tag ``0x91`` / ``0x92``. HI91 (preferred for calibration): - accel: float32 in g → m/s² (* 9.80665) - gyro: float32 in deg/s → rad/s - device time: uint32 ms at frame offset 14 → ``t_s = ms * 1e-3`` """ from __future__ import annotations import struct import numpy as np from .capture_format_v2 import CaptureFile from .n300_imu import ImuSample, samples_to_arrays G0 = 9.80665 DEG2RAD = np.pi / 180.0 def crc16_hi13(frame: bytes, payload_length: int) -> int: crc = 0 for value in frame[:4]: crc = _update_crc16(crc, value) for value in frame[6 : 6 + payload_length]: crc = _update_crc16(crc, value) return crc & 0xFFFF def _update_crc16(crc: int, value: int) -> int: crc ^= (value & 0xFF) << 8 for _ in range(8): if crc & 0x8000: crc = ((crc << 1) ^ 0x1021) & 0xFFFF else: crc = (crc << 1) & 0xFFFF return crc def parse_hi91_frame(raw: bytes) -> tuple[tuple[float, float, float], tuple[float, float, float], int] | None: """Return (gyro_rad_s, accel_m_s2, device_timestamp_ms) for a CRC-valid HI91 frame.""" if len(raw) < 6 + 76: return None payload_length = raw[2] | (raw[3] << 8) if payload_length < 76 or len(raw) < 6 + payload_length: return None if raw[6] != 0x91: return None expected = raw[4] | (raw[5] << 8) if crc16_hi13(raw, payload_length) != expected: return None device_ms = struct.unpack_from(" list[ImuSample]: """Return CRC-valid HI91 samples sorted by device timestamp. Streams chunk-by-chunk (no giant join) and can skip whole chunks outside the host UTC receive window before parsing. """ samples: list[ImuSample] = [] carry = b"" for chunk in capture.chunks: if host_utc_ticks_min is not None and chunk.receive_utc_ticks < host_utc_ticks_min: carry = b"" continue if host_utc_ticks_max is not None and chunk.receive_utc_ticks > host_utc_ticks_max: # chunks are time-ordered; remaining ones are later if chunk.receive_utc_ticks > host_utc_ticks_max: break stream = carry + chunk.raw cursor = 0 while cursor + 6 < len(stream): sync = stream.find(b"\x5A\xA5", cursor) if sync < 0: carry = b"" break if sync + 6 > len(stream): carry = stream[sync:] break payload_length = stream[sync + 2] | (stream[sync + 3] << 8) if payload_length < 1 or payload_length > 512: cursor = sync + 1 continue end = sync + 6 + payload_length if end > len(stream): carry = stream[sync:] break parsed = parse_hi91_frame(stream[sync:end]) cursor = end if parsed is None: continue gyro, accel, device_ms = parsed host_ticks = chunk.receive_utc_ticks if host_utc_ticks_min is not None and host_ticks < host_utc_ticks_min: continue if host_utc_ticks_max is not None and host_ticks > host_utc_ticks_max: continue samples.append( ImuSample( t_s=float(device_ms) * 1e-3, gyro_rad_s=gyro, accel_m_s2=accel, host_receive_utc_ticks=host_ticks, device_timestamp_us=int(device_ms) * 1000, ) ) else: carry = b"" samples.sort(key=lambda sample: (sample.t_s, sample.device_timestamp_us)) return samples __all__ = [ "ImuSample", "crc16_hi13", "iter_hi13_imu_samples", "parse_hi91_frame", "samples_to_arrays", ]