Hook for mixins to prepare pool initialization. Override in mixins and call super()._prepare_pool_init(additional_calibrate_args).

Hook for mixins to process command-line arguments. Override in mixins and call super()._process_args().

Hook for mixins to set up QML context properties. Override in mixins and call super()._setup_qml_context(context).

Try to start the CSI stream via UDP. Returns None on success, or an error message string on failure.

Try to start the CSI stream via WebSocket. Returns None on success, or an error message string on failure.

Check if this class uses the CombinedArrayMixin.

Check if this class uses the SingleCSIFormatMixin.

Adds a consumer to the CSI stream. A consumer is defined by a list, a condition variable and additional arguments. When a CSI

Add a filter to the backlog. :param backlog_filter: Instance of :class:`BacklogFilter`

Count datapoints for which a particular stored field (key) is valid (finite and nonzero). The first axis of every backlog fi

Coherently combines repeated CSI observations by iteratively phase-aligning them. Each CSI snapshot is assumed to differ from the others mai

Get the CFO values decoded from the sensor rx_ctrl metadata.

Return CFO correction config; sanity-check all boards report the same value.

Get the global completion state of the CSI data, i.e., whether all sensors have provided CSI data. :return: True if all sensors have

Return whether calibration CSI clusters are emitted through normal CSI callbacks.

Get the list of currently active backlog filters. :return: List of :class:`BacklogFilter` instances

Return gain settings; sanity-check all boards report the same value.

Extract the apparent signed 11-bit phase-ish field from timestamp register 2.

Get the timestamp at which the :class:`.CSICluster` object was created, which is approximately when the first sensor received the CSI data.

Get whether each sensor reported LLTF CSI in 8-bit mode for this packet.

Return radar TX configuration for all boards in the pool.

Get the RF switch state of all sensors when the WiFi packet was received.

Get the RSSI values of the WiFi packet.

Get the size of the backlog ringbuffer :return: Size of the backlog ringbuffer

Return per-sensor WiFi channel overrides; sanity-check all boards report the same value.

Fill the HE20 invalid subcarriers ``-1, 0, 1`` by linear interpolation in place. :param csi_he20: Complex HE20-LTF CSI array. The last dimen

Fill the HT20-LTF DC subcarrier by linear interpolation in place. :param csi_ht20: Complex HT20-LTF CSI array. The last dimension must conta

Fill the L-LTF DC subcarrier by linear interpolation in place. :param csi_lltf: Complex L-LTF CSI array. The last dimension must contain

Check whether this packet uses the 802.11b baseband format. :return: True if the packet is 802.11b, False otherwise

Remove a previously added filter from the backlog. :param backlog_filter: Instance of :class:`BacklogFilter`

Set CSI acquisition configuration on all boards in this pool and sanity-check that all boards end up with the same config. T

Control whether calibration CSI clusters are emitted through normal CSI callbacks. Calibration clusters remain marked as calibration

Attach radar transmit metadata for the Wi-Fi packet represented by this cluster.

Resize the backlog ringbuffer. If there are existing entries, they will be preserved up to the new size. :param new_size: Ne

Set WiFi config on all boards and sanity-check resulting configs match across boards. This is forwarded to :meth:`pyespargos.board.B

Stops the CSI stream thread for the ESPARGOS controller. The thread will stop after the current packet has been processed, or after a short t

Convert a reference time into the corresponding local time for each sensor. The provided reference time is interpreted relative to s