Indoor Factory

Inheritance diagram of hermespy.channel.cdl.indoor_factory.IndoorFactory, hermespy.channel.cdl.indoor_factory.IndoorFactoryRealization

Channel implementation of an indoor factory scenario. Refer to the Study on channel model for frequencies from 0.5 to 100 GHz[1] for detailed information.

The following minimal example outlines how to configure the channel model within the context of a Simulation:

 1# Initialize two devices to be linked by a channel
 2simulation = Simulation()
 3alpha_device = simulation.new_device(
 4    carrier_frequency=1e8, pose=Transformation.From_Translation(np.array([0., 0., 3.])))
 5beta_device = simulation.new_device(
 6    carrier_frequency=1e8, pose=Transformation.From_Translation(np.array([40., 40., 3.])))
 7
 8# Create a channel between the two devices
 9channel = IndoorFactory(10000, 30000, FactoryType.HH, seed=42)
10simulation.set_channel(alpha_device, beta_device, channel)
11
12# Configure communication link between the two devices
13link = SimplexLink(alpha_device, beta_device)
14
15# Specify the waveform and postprocessing to be used by the link
16link.waveform = RRCWaveform(
17    symbol_rate=1e8, oversampling_factor=2, num_data_symbols=1000,
18    num_preamble_symbols=10, pilot_rate=10)
19link.waveform.channel_estimation = SCLeastSquaresChannelEstimation()
20link.waveform.channel_equalization = SCZeroForcingChannelEqualization()
21
22# Configure a simulation to evaluate the link's BER and sweep over the receive SNR
23simulation.add_evaluator(BitErrorEvaluator(link, link))
24simulation.new_dimension('noise_level', dB(0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20), beta_device)
25
26# Run simulation and plot resulting SNR curve
27result = simulation.run()
28result.plot()
29plt.show()
class IndoorFactory(volume, surface, factory_type, clutter_height=0.0, gain=1.0, **kwargs)[source]

Bases: ClusterDelayLineBase[IndoorFactoryRealization, LOSState], Serializable

3GPP cluster delay line preset modeling an indoor factory scenario.

Parameters:

  • volume (float) – Hall volume in \(\mathrm{m}^3\).

  • surface (float) – Total surface hall area in \(\mathrm{m}^2\). (walls/floor/ceiling).

  • factory_type (FactoryType) – Type of the factory.

  • clutter_height (float, optional) – Height of the clutter in the factory hall in meters above the floor. Zero by default, meaning virtually no clutter.

  • gain (float, optional) – Linear power gain factor a signal experiences when being propagated over this realization. \(1.0\) by default.

  • **kwargs (Any) – Additional arguments passed to the base class.

property clutter_height: float

Cluter height in m.

Denoted by \(h_c\) within the respective equations. Should be lower than ceiling height and in between zero and 10m.

property factory_type: FactoryType

Assumed type of factory.

property max_num_clusters: int

Maximum number of clusters a realization will generate.

property max_num_rays: int

Maximum number of rays a realization will generate per cluster.

property surface: float

Assumed factory hall surface in \(\mathrm{m}^2\).

Raises:

ValueError – For values smaller or equal to zero.

property volume: float

Assumed factory hall volume in \(\mathrm{m}^3\).

Raises:

ValueError – For values smaller or equal to zero.

class IndoorFactoryRealization(expected_state, state_realization, los_realization, nlos_realization, parameters, volume, surface, factory_type, clutter_height, sample_hooks, gain=1.0)[source]

Bases: ClusterDelayLineRealization[LOSState]

Realization of the indoor factory channel model.

Parameters:

  • expected_state (O2IState | None) – Expected large-scale state of the channel. If not specified, the large-scale state is randomly generated.

  • state_realization (ConsistentRealization) – Realization of a spatially consistent random number generator for the large-scale state.

  • los_realization (ConsistentRealization) – Realization of a spatially consistent random number generator for small-scale parameters in the LOS state.

  • nlos_realization (ConsistentRealization) – Realization of a spatially consistent random number generator for small-scale parameters in the NLOS state.

  • parameters (ClusterDelayLineRealizationParameters) – General parameters of the cluster delay line realization.

  • volume (float) – Volume of the modeled factory hall in \(\mathrm{m}^3\).

  • surface (float) – Surface area of the modeled factory hall in \(\mathrm{m}^2\).

  • factory_type (FactoryType) – Type of the factory.

  • clutter_height (float) – Height of the clutter in the factory hall in meters above the floor.

  • gain (float, optional) – Linear amplitude scaling factor if signals propagated over the channel.

classmethod From_HDF(group, parameters, sample_hooks)[source]
Return type:

IndoorFactoryRealization

to_HDF(group)[source]

Serialize the channel realization to HDF5.

Parameters:

group (Group) – HDF5 group to serialize the channel realization to.

Return type:

None

class FactoryType(_, clutter_size, clutter_density)[source]

Bases: Enum

Type of indoor factory.

Defined in TR 138.901 v17.0.0 Table 7.2-4.

DH = 3
DL = 2
HH = 4
SH = 1
SL = 0
property clutter_density: float
property clutter_size: float