feat: accept calibration readings only from a chosen tag
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@@ -14,8 +14,11 @@ defmodule Localiser.Localisation.Sensor.Server do
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# mode:
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# :ok
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# {:calibration_mode, completed_stages}
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# {:calibrating_stage, distance, samples, completed_stages}
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# {:calibration_mode, tag_id :: String.t() | nil, completed_stages}
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# nil -> scanning: all incoming (tag_id, rssi) pairs are advertised on the channel
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# tag -> tag committed, awaiting stage start
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# {:calibrating_stage, tag_id, distance, samples, completed_stages}
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# only readings from tag_id are accumulated; others are dropped
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#
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# completed_stages :: [%{distance: float, mean_rssi: float, readings: [{rssi, is_outlier}]}]
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defstruct [:sensor_id, :sensor_db_id, :floor_x, :floor_y, :rssi_ref, :path_loss_exp, mode: :ok]
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@@ -32,9 +35,9 @@ defmodule Localiser.Localisation.Sensor.Server do
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GenServer.call(via(sensor_id), {:measure, rssi, tx_power})
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end
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# Returns true only when a stage is actively collecting (used by RSSI.Buffer).
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def calibrating?(sensor_id) do
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GenServer.call(via(sensor_id), :calibrating?)
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# Returns true when in any calibration state (used by RSSI.Buffer to redirect readings).
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def in_calibration_mode?(sensor_id) do
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GenServer.call(via(sensor_id), :in_calibration_mode?)
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end
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# Returns a JSON-serialisable snapshot of the current calibration state for channel join.
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@@ -42,23 +45,25 @@ defmodule Localiser.Localisation.Sensor.Server do
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GenServer.call(via(sensor_id), :calibration_state)
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end
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# Feeds a raw RSSI value into the active stage buffer. Ignored between stages.
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def calibration_reading(sensor_id, rssi) do
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GenServer.cast(via(sensor_id), {:calibration_reading, rssi})
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end
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# Puts the sensor into calibration mode (between-stages). Returns :ok.
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# Puts the sensor into scanning mode. RSSI readings for all tags are advertised on the
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# calibration channel so the user can identify and select a tag.
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def begin_calibration_mode(sensor_id) do
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GenServer.call(via(sensor_id), :begin_calibration_mode)
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end
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# Starts collecting samples for a given distance. Returns {:ok, samples_needed} or {:error, reason}.
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# Commits to collecting samples only from tag_id in subsequent stages.
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# Can be called again to change the tag (resets completed stages).
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def set_calibration_tag(sensor_id, tag_id) do
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GenServer.call(via(sensor_id), {:set_calibration_tag, tag_id})
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end
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# Starts collecting samples for a given distance. Requires a tag to be committed first.
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# Returns {:ok, samples_needed} or {:error, reason}.
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def start_stage(sensor_id, distance) do
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GenServer.call(via(sensor_id), {:start_stage, distance})
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end
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# Runs OLS regression over completed stages and saves the result. Requires >= 2 stages.
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# Returns {:ok, %{rssi_ref: integer, path_loss_exp: float}} or {:error, reason}.
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def finish_calibration(sensor_id) do
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GenServer.call(via(sensor_id), :finish_calibration)
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end
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@@ -68,6 +73,11 @@ defmodule Localiser.Localisation.Sensor.Server do
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GenServer.cast(via(sensor_id), :abort_calibration)
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end
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# Called by RSSI.Buffer for every reading when the sensor is in any calibration state.
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def calibration_reading(sensor_id, tag_id, rssi) do
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GenServer.cast(via(sensor_id), {:calibration_reading, tag_id, rssi})
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end
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@impl true
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def init({sensor, room}) do
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Phoenix.PubSub.subscribe(Localiser.PubSub, "sensors")
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@@ -104,8 +114,8 @@ defmodule Localiser.Localisation.Sensor.Server do
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end
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@impl true
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def handle_call(:calibrating?, _from, state) do
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{:reply, match?({:calibrating_stage, _, _, _}, state.mode), state}
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def handle_call(:in_calibration_mode?, _from, state) do
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{:reply, state.mode != :ok, state}
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end
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@impl true
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@@ -114,19 +124,29 @@ defmodule Localiser.Localisation.Sensor.Server do
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:ok ->
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%{status: "idle"}
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{:calibration_mode, completed} ->
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{:calibration_mode, nil, _completed} ->
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%{
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status: "scanning",
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tag_id: nil,
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samples_needed: samples_needed(),
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completed_stages: []
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}
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{:calibration_mode, tag_id, completed} ->
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%{
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status: "calibration_mode",
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tag_id: tag_id,
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samples_needed: samples_needed(),
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completed_stages: Enum.map(completed, &render_stage/1)
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}
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{:calibrating_stage, distance, samples, completed} ->
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{:calibrating_stage, tag_id, distance, samples, completed} ->
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%{
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status: "stage_active",
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tag_id: tag_id,
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distance: distance,
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samples_needed: samples_needed(),
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stage_progress: {length(samples), samples_needed()},
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stage_progress: %{current: length(samples), total: samples_needed()},
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completed_stages: Enum.map(completed, &render_stage/1)
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}
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end
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@@ -138,26 +158,44 @@ defmodule Localiser.Localisation.Sensor.Server do
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def handle_call(:begin_calibration_mode, _from, state) do
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MQTTConnection.publish("localiser/sensor/#{state.sensor_id}/cmd", ~s({"action":"calibrate_start"}))
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broadcast_calibration(state.sensor_id, {:calibration_mode_entered, state.sensor_id, samples_needed()})
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{:reply, :ok, %{state | mode: {:calibration_mode, []}}}
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{:reply, :ok, %{state | mode: {:calibration_mode, nil, []}}}
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end
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@impl true
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def handle_call({:start_stage, _distance}, _from, %{mode: {:calibrating_stage, _, _, _}} = state) do
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def handle_call({:set_calibration_tag, tag_id}, _from, %{mode: {:calibration_mode, _old_tag, _completed}} = state) do
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broadcast_calibration(state.sensor_id, {:calibration_tag_set, state.sensor_id, tag_id})
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{:reply, :ok, %{state | mode: {:calibration_mode, tag_id, []}}}
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end
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def handle_call({:set_calibration_tag, _tag_id}, _from, %{mode: {:calibrating_stage, _, _, _, _}} = state) do
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{:reply, {:error, :stage_active}, state}
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end
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def handle_call({:set_calibration_tag, _tag_id}, _from, state) do
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{:reply, {:error, :not_in_calibration_mode}, state}
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end
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@impl true
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def handle_call({:start_stage, _distance}, _from, %{mode: {:calibrating_stage, _, _, _, _}} = state) do
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{:reply, {:error, :already_active}, state}
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end
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def handle_call({:start_stage, _distance}, _from, %{mode: {:calibration_mode, nil, _}} = state) do
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{:reply, {:error, :no_tag_selected}, state}
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end
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def handle_call({:start_stage, _distance}, _from, %{mode: :ok} = state) do
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{:reply, {:error, :not_in_calibration_mode}, state}
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end
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def handle_call({:start_stage, distance}, _from, %{mode: {:calibration_mode, completed}} = state) do
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def handle_call({:start_stage, distance}, _from, %{mode: {:calibration_mode, tag_id, completed}} = state) do
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n = samples_needed()
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broadcast_calibration(state.sensor_id, {:stage_started, state.sensor_id, distance, length(completed)})
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{:reply, {:ok, n}, %{state | mode: {:calibrating_stage, distance, [], completed}}}
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{:reply, {:ok, n}, %{state | mode: {:calibrating_stage, tag_id, distance, [], completed}}}
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end
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@impl true
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def handle_call(:finish_calibration, _from, %{mode: {:calibration_mode, completed}} = state)
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def handle_call(:finish_calibration, _from, %{mode: {:calibration_mode, _tag_id, completed}} = state)
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when length(completed) >= 2 do
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case Calibration.least_squares(completed) do
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{:ok, {rssi_ref, path_loss_exp}} ->
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@@ -186,11 +224,11 @@ defmodule Localiser.Localisation.Sensor.Server do
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end
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end
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def handle_call(:finish_calibration, _from, %{mode: {:calibration_mode, _}} = state) do
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def handle_call(:finish_calibration, _from, %{mode: {:calibration_mode, _, _}} = state) do
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{:reply, {:error, :insufficient_stages}, state}
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end
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def handle_call(:finish_calibration, _from, %{mode: {:calibrating_stage, _, _, _}} = state) do
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def handle_call(:finish_calibration, _from, %{mode: {:calibrating_stage, _, _, _, _}} = state) do
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{:reply, {:error, :stage_active}, state}
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end
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@@ -199,49 +237,53 @@ defmodule Localiser.Localisation.Sensor.Server do
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end
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@impl true
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def handle_cast(:abort_calibration, state) do
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case state.mode do
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:ok ->
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{:noreply, state}
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def handle_cast(:abort_calibration, %{mode: :ok} = state), do: {:noreply, state}
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_ ->
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MQTTConnection.publish("localiser/sensor/#{state.sensor_id}/cmd", ~s({"action":"calibrate_stop"}))
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broadcast_calibration(state.sensor_id, {:calibration_cancelled, state.sensor_id})
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{:noreply, %{state | mode: :ok}}
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end
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def handle_cast(:abort_calibration, state) do
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MQTTConnection.publish("localiser/sensor/#{state.sensor_id}/cmd", ~s({"action":"calibrate_stop"}))
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broadcast_calibration(state.sensor_id, {:calibration_cancelled, state.sensor_id})
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{:noreply, %{state | mode: :ok}}
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end
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# Scan mode: tag not yet committed - advertise all (tag_id, rssi) pairs for UI selection.
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@impl true
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def handle_cast({:calibration_reading, rssi}, %{mode: {:calibrating_stage, distance, samples, completed}} = state) do
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def handle_cast({:calibration_reading, tag_id, rssi}, %{mode: {:calibration_mode, nil, _}} = state) do
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broadcast_calibration(state.sensor_id, {:calibration_scan_reading, state.sensor_id, tag_id, rssi})
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{:noreply, state}
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end
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# Tag committed but no stage active - drop readings silently.
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def handle_cast({:calibration_reading, _tag_id, _rssi}, %{mode: {:calibration_mode, _tag, _}} = state) do
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{:noreply, state}
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end
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# Stage active: only accumulate readings from the committed tag.
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def handle_cast({:calibration_reading, tag_id, rssi}, %{mode: {:calibrating_stage, tag_id, distance, samples, completed}} = state) do
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n = samples_needed()
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is_outlier = Calibration.outlier?(rssi, samples)
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new_samples = [rssi | samples]
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progress = {length(new_samples), n}
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broadcast_calibration(state.sensor_id, {:calibration_reading, state.sensor_id, rssi, is_outlier, %{stage: progress}})
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broadcast_calibration(state.sensor_id, {:calibration_reading, state.sensor_id, rssi, is_outlier, %{stage: {length(new_samples), n}}})
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if length(new_samples) >= n do
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classified = Calibration.classify_outliers(new_samples)
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clean = for {r, false} <- classified, do: r
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mean_rssi = if clean == [] do
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mean(new_samples)
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else
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mean(clean)
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end
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mean_rssi = if clean == [], do: mean(new_samples), else: mean(clean)
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stage = %{distance: distance, mean_rssi: mean_rssi, readings: classified}
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new_completed = [stage | Enum.reject(completed, &(&1.distance == distance))]
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broadcast_calibration(state.sensor_id, {:stage_complete, state.sensor_id, distance, classified, mean_rssi})
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{:noreply, %{state | mode: {:calibration_mode, new_completed}}}
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{:noreply, %{state | mode: {:calibration_mode, tag_id, new_completed}}}
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else
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{:noreply, %{state | mode: {:calibrating_stage, distance, new_samples, completed}}}
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{:noreply, %{state | mode: {:calibrating_stage, tag_id, distance, new_samples, completed}}}
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end
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end
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def handle_cast({:calibration_reading, _rssi}, state), do: {:noreply, state}
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# Reading from a different tag while stage active - drop.
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def handle_cast({:calibration_reading, _other_tag, _rssi}, state), do: {:noreply, state}
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@impl true
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def handle_info({:sensor_enrolled, %Sensor{sensor_id: sid} = sensor, room}, %{sensor_id: sid} = state) do
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@@ -266,9 +308,7 @@ defmodule Localiser.Localisation.Sensor.Server do
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Application.get_env(:localiser, :calibration_samples, @default_samples)
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end
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defp mean(list) do
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Enum.sum(list) / length(list)
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end
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defp mean(list), do: Enum.sum(list) / length(list)
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defp rssi_to_distance(rssi, rssi_ref, path_loss_exp) do
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:math.pow(10.0, (rssi_ref - rssi) / (10.0 * path_loss_exp))
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