Sionna
  • Installation
    • Using pip
    • From source
    • Testing
    • Documentation
    • Developing
  • Ray Tracing (RT)
    • Tutorials
      • Introduction to Sionna RT
        • Imports
        • Loading and Visualizing of Scenes
        • Inspecting SceneObjects and Editing of Scenes
        • Ray tracing of Propagation Paths
        • From Paths to Channel Impulse and Frequency Responses
        • Radio Maps
        • Summary
      • Tutorial on Mobility
        • Background Information
        • GPU Configuration and Imports
        • Controlling Position and Orientation of Scene Objects
        • Time Evolution of Channels Via Doppler Shift
          • Example: Delay-Doppler Spectrum
        • Comparison of Doppler- vs Position-based Time Evolution
        • Summary
      • Tutorial on Radio Maps
        • Imports
        • Understanding radio maps
          • Metrics
          • Multiple transmitters
          • User association
          • Sampling of random user positions
          • Directional antennas and precoding vectors
        • Radio map for a realistic scene
          • Channel impulse responses for random user locations
        • Conclusions
      • Tutorial on Scattering
        • Imports
        • Scattering Basics
        • Scattering Patterns
        • Validation Against the “Far”-Wall Approximation
        • Radio Maps With Scattering
        • Impact on Channel Impulse Response
        • Summary
        • References
      • Tutorial on Loading and Editing of Scenes
        • Imports
        • Loading Scenes and Merging Objects
        • Editing Scenes
        • Path Computation with the Edited Scene
        • Summary
    • Primer on Electromagnetics
      • Coordinate system, rotations, and vector fields
      • Planar Time-Harmonic Waves
      • Far Field of a Transmitting Antenna
      • Modelling of a Receiving Antenna
      • General Propagation Path
      • Frequency & Impulse Response
      • Reflection and Refraction
        • Single-layer Slab
      • Diffraction
      • Scattering
      • Reconfigurable Intelligent Surfaces (RIS)
    • API Documentation
      • Antenna Arrays
        • AntennaArray
          • AntennaArray.antenna_pattern
          • AntennaArray.array_size
          • AntennaArray.normalized_positions
          • AntennaArray.num_ant
          • AntennaArray.positions()
          • AntennaArray.rotate()
        • PlanarArray
          • PlanarArray.antenna_pattern
          • PlanarArray.array_size
          • PlanarArray.normalized_positions
          • PlanarArray.num_ant
          • PlanarArray.positions()
          • PlanarArray.rotate()
          • PlanarArray.show()
      • Antenna Patterns
        • AntennaPattern
          • AntennaPattern.compute_gain()
          • AntennaPattern.patterns
          • AntennaPattern.show()
        • PolarizedAntennaPattern
          • PolarizedAntennaPattern.compute_gain()
          • PolarizedAntennaPattern.patterns
          • PolarizedAntennaPattern.show()
        • Vertically Polarized Antenna Pattern Functions
          • v_iso_pattern()
          • v_dipole_pattern()
          • v_hw_dipole_pattern()
          • v_tr38901_pattern()
        • Polarization Models
          • polarization_model_tr38901_1()
          • polarization_model_tr38901_2()
        • Utility Functions
          • antenna_pattern_to_world_implicit()
          • complex2real_antenna_pattern()
          • register_antenna_pattern()
          • register_polarization()
          • register_polarization_model()
      • Cameras
        • Camera
          • Camera.look_at()
          • Camera.orientation
          • Camera.position
      • Paths
        • Paths
          • Paths.a
          • Paths.cfr()
          • Paths.cir()
          • Paths.doppler
          • Paths.interactions
          • Paths.num_rx
          • Paths.num_tx
          • Paths.objects
          • Paths.phi_r
          • Paths.phi_t
          • Paths.primitives
          • Paths.rx_array
          • Paths.sources
          • Paths.synthetic_array
          • Paths.taps()
          • Paths.targets
          • Paths.tau
          • Paths.theta_r
          • Paths.theta_t
          • Paths.tx_array
          • Paths.valid
          • Paths.vertices
        • Constants
          • InteractionType
          • INVALID_SHAPE
          • INVALID_PRIMITIVE
      • Path Solvers
        • PathSolver
          • PathSolver.__call__()
          • PathSolver.loop_mode
      • Radio Devices
        • RadioDevice
          • RadioDevice.color
          • RadioDevice.display_radius
          • RadioDevice.look_at()
          • RadioDevice.name
          • RadioDevice.orientation
          • RadioDevice.position
          • RadioDevice.velocity
        • Receiver
        • Transmitter
          • Transmitter.power
          • Transmitter.power_dbm
      • Radio Map
        • RadioMap
          • RadioMap.cdf()
          • RadioMap.cell_centers
          • RadioMap.cell_size
          • RadioMap.center
          • RadioMap.num_cells
          • RadioMap.num_rx
          • RadioMap.num_tx
          • RadioMap.orientation
          • RadioMap.path_gain
          • RadioMap.rss
          • RadioMap.rx_cell_indices
          • RadioMap.sample_positions()
          • RadioMap.show()
          • RadioMap.show_association()
          • RadioMap.sinr
          • RadioMap.size
          • RadioMap.tx_association()
          • RadioMap.tx_cell_indices
      • Radio Map Solvers
        • RadioMapSolver
          • RadioMapSolver.__call__()
          • RadioMapSolver.loop_mode
      • Radio Materials
        • RadioMaterialBase
          • RadioMaterialBase.color
          • RadioMaterialBase.eval()
          • RadioMaterialBase.name
          • RadioMaterialBase.pdf()
          • RadioMaterialBase.sample()
          • RadioMaterialBase.scene
          • RadioMaterialBase.to_string()
          • RadioMaterialBase.traverse()
        • RadioMaterial
          • RadioMaterial.conductivity
          • RadioMaterial.frequency_update()
          • RadioMaterial.frequency_update_callback
          • RadioMaterial.relative_permittivity
          • RadioMaterial.scattering_coefficient
          • RadioMaterial.scattering_pattern
          • RadioMaterial.thickness
          • RadioMaterial.xpd_coefficient
        • ITURadioMaterial
          • ITURadioMaterial.itu_type
          • ITURadioMaterial.to_string()
        • HolderMaterial
          • HolderMaterial.radio_material
          • HolderMaterial.velocity
        • Scattering Patterns
          • ScatteringPattern
          • LambertianPattern
          • DirectivePattern
          • BackscatteringPattern
          • register_scattering_pattern()
      • Scenes
        • load_scene()
        • Scene
          • Scene.add()
          • Scene.all_set()
          • Scene.angular_frequency
          • Scene.bandwidth
          • Scene.edit()
          • Scene.frequency
          • Scene.get()
          • Scene.mi_scene
          • Scene.mi_scene_params
          • Scene.objects
          • Scene.paths_solver
          • Scene.preview()
          • Scene.radio_materials
          • Scene.receivers
          • Scene.remove()
          • Scene.render()
          • Scene.render_to_file()
          • Scene.rx_array
          • Scene.scene_geometry_updated()
          • Scene.sources()
          • Scene.targets()
          • Scene.temperature
          • Scene.thermal_noise_power
          • Scene.transmitters
          • Scene.tx_array
          • Scene.wavelength
        • Examples
          • box
          • box_one_screen
          • box_two_screens
          • double_reflector
          • etoile
          • floor_wall
          • florence
          • munich
          • simple_reflector
          • simple_street_canyon
          • simple_street_canyon_with_cars
          • simple_wedge
          • triple_reflector
      • Scene Objects
        • SceneObject
          • SceneObject.look_at()
          • SceneObject.mi_shape
          • SceneObject.name
          • SceneObject.object_id
          • SceneObject.orientation
          • SceneObject.position
          • SceneObject.radio_material
          • SceneObject.scaling
          • SceneObject.scene
          • SceneObject.velocity
      • Utility Functions
        • Complex-valued tensors
          • cpx_abs()
          • cpx_abs_square()
          • cpx_add()
          • cpx_convert()
          • cpx_div()
          • cpx_exp()
          • cpx_mul()
          • cpx_sqrt()
          • cpx_sub()
        • Electromagnetics
          • complex_relative_permittivity()
          • fresnel_reflection_coefficients_simplified()
          • itu_coefficients_single_layer_slab()
        • Geometry
          • phi_hat()
          • theta_hat()
          • r_hat()
          • theta_phi_from_unit_vec()
          • rotation_matrix()
        • Jones calculus
          • implicit_basis_vector()
          • jones_matrix_rotator()
          • jones_matrix_rotator_flip_forward()
          • to_world_jones_rotator()
          • jones_matrix_to_world_implicit()
          • jones_vec_dot()
        • Miscellaneous
          • complex_sqrt()
          • dbm_to_watt()
          • isclose()
          • log10()
          • sigmoid()
          • sinc()
          • subcarrier_frequencies()
          • watt_to_dbm()
        • Ray tracing
          • fibonacci_lattice()
          • spawn_ray_from_sources()
          • offset_p()
          • spawn_ray_towards()
          • spawn_ray_to()
    • Developer Guides
      • Compatibility with other Frameworks
        • Type conversions
        • Gradients
        • Training-Loop in PyTorch
      • Understanding the Paths Object
      • Custom Antenna Patterns
        • Gradient-based Optimization
      • Understanding Radio Materials
        • Modifying Parameters of Radio Materials
        • Calibrating Material Parameters Through Gradient Descent
        • Custom Radio Materials
          • Representation of Jones vector and Matrices
          • Implicit Basis
          • The Local Interaction Basis
          • Mandatory Subclass Methods
          • Implementation of a Simple Radio Material Model
          • A More Complex Material Model
      • Custom Scattering Patterns
        • Differentiable Parameters
  • Physical Layer (PHY)
    • Tutorials
      • Beginners
        • “Hello, world!”
        • Part 1: Getting Started with Sionna
          • Imports & Basics
          • A note on random number generation
          • Sionna Data-flow and Design Paradigms
          • Hello, Sionna!
          • Communication Systems as Sionna Blocks
          • Forward Error Correction (FEC)
          • Eager vs Graph Mode
          • Exercise
        • Part 2: Differentiable Communication Systems
          • Imports
          • Gradient Computation Through End-to-end Systems
          • Creating Custom Layers
          • Setting up Training Loops
        • Part 3: Advanced Link-level Simulations
          • Imports
          • OFDM Resource Grid and Stream Management
          • Antenna Arrays
          • Channel Model
          • Uplink Transmission in the Frequency Domain
        • Part 4: Toward Learned Receivers
          • Imports
          • Simulation Parameters
          • Implemention of an Advanced Neural Receiver
          • Training the Neural Receiver
          • Benchmarking the Neural Receiver
          • Conclusion
          • References
        • Basic MIMO Simulations
          • Table of Contents
          • Simple uncoded transmission
          • Extension to channel coding
        • Pulse-shaping Basics
          • Table of Contents
          • GPU Configuration and Imports
          • Pulse-shaping of a sequence of QAM symbols
          • Recovering the QAM symbols through matched filtering and downsampling
          • Investigating the ACLR
          • Windowing
        • Optical Channel with Lumped Amplification
          • Table of Contents
          • Setup
          • Impulse Generation
          • Attenuation
          • Amplified Spontaneous Emission Noise
          • Chromatic Dispersion
          • Kerr Nonlinearity
          • Split-Step Fourier Method
          • References
      • Experts
        • 5G Channel Coding and Rate-Matching: Polar vs. LDPC Codes
          • Table of Contents
          • GPU Configuration and Imports
          • BER Performance of 5G Coding Schemes
          • A Deeper Look into the Polar Code Module
          • Rate-Matching and Rate-Recovery
          • Throughput and Decoding Complexity
          • References
        • 5G NR PUSCH Tutorial
          • Table of Contents
          • GPU Configuration and Imports
          • A Hello World Example
          • Carrier Configuration
          • Understanding the DMRS Configuration
          • Transport Blocks and MCS
          • Looking into the PUSCHTransmitter
          • Components of the PUSCHReceiver
          • End-to-end PUSCH Simulations
        • Bit-Interleaved Coded Modulation (BICM)
          • Table of Contents
          • System Block Diagram
          • GPU Configuration and Imports
          • A Simple BICM System
          • All-zero Codeword Simulations
          • EXIT Charts
          • Mismatched Demapping and the Advantages of Min-sum Decoding
          • References
        • MIMO OFDM Transmissions over the CDL Channel Model
          • Table of Contents
          • System Setup
          • Simulations
        • Neural Receiver for OFDM SIMO Systems
          • GPU Configuration and Imports
          • Simulation Parameters
          • Neural Receiver
          • End-to-end System
          • End-to-end System as a Sionna Block
          • Evaluation of the Baselines
          • Training the Neural Receiver
          • Evaluation of the Neural Receiver
          • Pre-computed Results
          • References
        • Realistic Multiuser MIMO OFDM Simulations
          • Table of Contents
          • GPU Configuration and Imports
          • System Setup
          • Uplink Transmissions in the Frequency Domain
        • OFDM MIMO Channel Estimation and Detection
          • Table of Contents
          • GPU Configuration and Imports
          • Simulation parameters
          • Estimation of the channel time, frequency, and spatial covariance matrices
          • Loading the channel covariance matrices
          • Comparison of OFDM estimators
          • Comparison of MIMO detectors
        • Introduction to Iterative Detection and Decoding
          • Iterative Detection and Decoding
          • Table of contents
          • GPU Configuration and Imports
          • Simulation Parameters
          • Setting-up an End-to-end Block
          • Non-IDD versus IDD Benchmarks
          • Discussion-Optimizing IDD with Machine Learning
          • Comments
          • List of References
        • End-to-end Learning with Autoencoders
          • GPU Configuration and Imports
          • Simulation Parameters
          • Neural Demapper
          • Trainable End-to-end System: Conventional Training
          • Trainable End-to-end System: RL-based Training
          • Evaluation
          • Visualizing the Learned Constellations
          • References
        • Weighted Belief Propagation Decoding
          • Table of Contents
          • GPU Configuration and Imports
          • Weighted BP for BCH Codes
          • Further Experiments
          • References
        • Channel Models from Datasets
          • GPU Configuration and Imports
          • Simulation Parameters
          • Creating a Simple Dataset
          • Generators
          • Use the Channel Model for OFDM Transmissions
        • Using the DeepMIMO Dataset with Sionna
          • Table of Contents
          • GPU Configuration and Imports
          • Configuration of DeepMIMO
          • Using DeepMIMO with Sionna
          • Link-level Simulations using Sionna and DeepMIMO
          • DeepMIMO License and Citation
        • Link-level simulations with Sionna RT
          • Background Information
          • Imports
          • Setting up the Ray Tracer
          • Creating a CIR Dataset
          • PUSCH Link-Level Simulations
    • API Documentation
      • Configuration
        • Config
          • Config.np_cdtype
          • Config.np_rdtype
          • Config.np_rng
          • Config.precision
          • Config.py_rng
          • Config.seed
          • Config.tf_cdtype
          • Config.tf_rdtype
          • Config.tf_rng
      • Forward Error Correction (FEC)
        • Linear Codes
          • LinearEncoder
          • OSDecoder
        • Low-Density Parity-Check (LDPC)
          • LDPC5GEncoder
          • LDPCBPDecoder
          • LDPC5GDecoder
          • Node Update Functions
          • Decoder Callbacks
        • Polar Codes
          • Polar5GEncoder
          • PolarEncoder
          • Polar5GDecoder
          • PolarSCDecoder
          • PolarSCLDecoder
          • PolarBPDecoder
          • Utility Functions
        • Convolutional Codes
          • ConvEncoder
          • ViterbiDecoder
          • BCJRDecoder
          • Utility Functions
        • Turbo Codes
          • TurboEncoder
          • TurboDecoder
          • Utility Functions
        • Cyclic Redundancy Check (CRC)
          • CRCEncoder
          • CRCDecoder
        • Interleaving
          • RowColumnInterleaver
          • RandomInterleaver
          • Turbo3GPPInterleaver
          • Deinterleaver
        • Scrambling
          • Scrambler
          • TB5GScrambler
          • Descrambler
        • Utility Functions
          • (Binary) Linear Codes
          • EXIT Analysis
          • Miscellaneous
      • Mapping
        • Constellation
          • Constellation.center
          • Constellation.constellation_type
          • Constellation.normalize
          • Constellation.num_bits_per_symbol
          • Constellation.num_points
          • Constellation.points
          • Constellation.show()
        • Mapper
          • Mapper.constellation
        • Demapper
          • Demapper.constellation
        • SymbolDemapper
        • Utility Functions
          • BinarySource
          • LLRs2SymbolLogits
          • PAMSource
          • PAM2QAM
          • QAMSource
          • QAM2PAM
          • SymbolInds2Bits
          • SymbolLogits2LLRs
          • SymbolLogits2Moments
          • SymbolSource
      • Wireless Channel Models
        • AWGN
        • Flat-fading channel
          • FlatFadingChannel
          • GenerateFlatFadingChannel
          • ApplyFlatFadingChannel
          • SpatialCorrelation
          • KroneckerModel
          • PerColumnModel
        • Channel model interface
          • ChannelModel
        • Time domain channel
          • TimeChannel
          • GenerateTimeChannel
          • ApplyTimeChannel
          • cir_to_time_channel()
          • time_to_ofdm_channel()
        • Channel with OFDM waveform
          • OFDMChannel
          • GenerateOFDMChannel
          • ApplyOFDMChannel
          • cir_to_ofdm_channel()
        • Rayleigh block fading
          • RayleighBlockFading
        • 3GPP 38.901 channel models
          • PanelArray
          • Antenna
          • AntennaArray
          • TDL
          • CDL
          • UMi
          • UMa
          • RMa
        • External datasets
          • CIRDataset
        • Utility functions
          • subcarrier_frequencies()
          • time_lag_discrete_time_channel()
          • deg_2_rad()
          • rad_2_deg()
          • wrap_angle_0_360()
          • drop_uts_in_sector()
          • relocate_uts()
          • set_3gpp_scenario_parameters()
          • gen_single_sector_topology()
          • gen_single_sector_topology_interferers()
          • exp_corr_mat()
          • one_ring_corr_mat()
      • Optical Channel Models
        • SSFM
        • EDFA
        • Utility functions
          • time_frequency_vector()
      • Discrete Channel Models
        • BinaryErasureChannel
        • BinaryMemorylessChannel
          • BinaryMemorylessChannel.llr_max
          • BinaryMemorylessChannel.temperature
        • BinarySymmetricChannel
        • BinaryZChannel
      • Orthogonal Frequency-Division Multiplexing (OFDM)
        • Resource Grid
          • ResourceGrid
          • ResourceGridMapper
          • ResourceGridDemapper
          • RemoveNulledSubcarriers
        • Modulation & Demodulation
          • OFDMModulator
          • OFDMDemodulator
        • Pilot Pattern
          • PilotPattern
          • EmptyPilotPattern
          • KroneckerPilotPattern
        • Channel Estimation
          • BaseChannelEstimator
          • BaseChannelInterpolator
          • LSChannelEstimator
          • LinearInterpolator
          • LMMSEInterpolator
          • NearestNeighborInterpolator
          • tdl_time_cov_mat()
          • tdl_freq_cov_mat()
        • Precoding
          • RZFPrecoder
          • PrecodedChannel
          • CBFPrecodedChannel
          • EyePrecodedChannel
          • RZFPrecodedChannel
        • Equalization
          • OFDMEqualizer
          • LMMSEEqualizer
          • MFEqualizer
          • ZFEqualizer
          • PostEqualizationSINR
          • LMMSEPostEqualizationSINR
        • Detection
          • OFDMDetector
          • OFDMDetectorWithPrior
          • EPDetector
          • KBestDetector
          • LinearDetector
          • MaximumLikelihoodDetector
          • MaximumLikelihoodDetectorWithPrior
          • MMSEPICDetector
      • Multiple-Input Multiple-Output (MIMO)
        • Stream Management
          • StreamManagement
        • Precoding
          • cbf_precoding_matrix()
          • rzf_precoding_matrix()
          • rzf_precoder()
          • grid_of_beams_dft_ula()
          • grid_of_beams_dft()
          • flatten_precoding_mat()
          • normalize_precoding_power()
        • Equalization
          • lmmse_matrix()
          • lmmse_equalizer()
          • mf_equalizer()
          • zf_equalizer()
        • Detection
          • EPDetector
          • KBestDetector
          • LinearDetector
          • MaximumLikelihoodDetector
          • MMSEPICDetector
        • Utility Functions
          • List2LLR
          • List2LLRSimple
          • complex2real_vector()
          • real2complex_vector()
          • complex2real_matrix()
          • real2complex_matrix()
          • complex2real_covariance()
          • real2complex_covariance()
          • complex2real_channel()
          • real2complex_channel()
          • whiten_channel()
      • 5G NR
        • Carrier
          • CarrierConfig
        • Layer Mapping
          • LayerMapper
          • LayerDemapper
        • PUSCH
          • PUSCHConfig
          • PUSCHDMRSConfig
          • PUSCHLSChannelEstimator
          • PUSCHPilotPattern
          • PUSCHPrecoder
          • PUSCHReceiver
          • PUSCHTransmitter
        • Transport Block
          • TBConfig
          • TBEncoder
          • TBDecoder
        • Utils
          • calculate_tb_size()
          • generate_prng_seq()
          • decode_mcs_index()
          • calculate_num_coded_bits()
          • TransportBlockNR
          • CodedAWGNChannelNR
          • MCSDecoderNR
      • Signal
        • Filters
          • SincFilter
          • RaisedCosineFilter
          • RootRaisedCosineFilter
          • CustomFilter
          • Filter
        • Window functions
          • HannWindow
          • HammingWindow
          • BlackmanWindow
          • CustomWindow
          • Window
        • Utility Functions
          • convolve()
          • fft()
          • ifft()
          • Upsampling
          • Downsampling
          • empirical_psd()
          • empirical_aclr()
      • Utility Functions
        • Linear Algebra
          • inv_cholesky()
          • matrix_pinv()
        • Metrics
          • compute_ber()
          • compute_bler()
          • compute_ser()
          • count_block_errors()
          • count_errors()
        • Miscellaneous
          • dbm_to_watt()
          • db_to_lin
          • DeepUpdateDict
          • dict_keys_to_int()
          • ebnodb2no()
          • complex_normal()
          • hard_decisions()
          • Interpolate
          • lin_to_db
          • log2()
          • log10()
          • MCSDecoder
          • scalar_to_shaped_tensor()
          • sim_ber()
          • SingleLinkChannel
          • SplineGriddataInterpolation
          • to_list()
          • TransportBlock
          • watt_to_dbm()
        • Numerics
          • bisection_method()
        • Plotting
          • plot_ber()
          • PlotBER
        • Tensors
          • expand_to_rank()
          • flatten_dims()
          • flatten_last_dims()
          • insert_dims()
          • split_dim()
          • diag_part_axis()
          • flatten_multi_index()
          • gather_from_batched_indices()
          • tensor_values_are_in_set()
          • enumerate_indices()
      • For Developers
        • Object
          • Object.cdtype
          • Object.precision
          • Object.rdtype
        • Block
          • Block.build()
          • Block.built
          • Block.call()
    • Developer Guides
      • Matrix inversion
        • Solving linear systems
        • Correlated random vectors
      • Random number generation
      • Sionna Block and Object
        • Understanding Sionna Blocks
  • System Level (SYS)
    • Tutorials
      • Beginners
        • Physical Layer Abstraction
          • Imports
          • Instantiate a PHYAbstraction object
          • Retrieve BLER values from interpolated tables
          • Generate a new BLER table
          • Bypass physical layer computations
          • Effective SINR
          • Conclusions
          • References
        • Link Adaptation
          • Imports
          • Simulation parameters
          • The principles of link adaptation
          • Inner-Loop Link Adaptation (ILLA)
          • Outer-Loop Link Adaption (OLLA)
          • Conclusions
          • References
        • Proportional Fairness Scheduler
          • Imports
          • The main principle
          • Basic scenario
          • Schedule users
          • Evaluate performance
          • Conclusions
          • References
        • Hexagonal Grid Topology
          • Imports
          • Generate a multicell topology
          • Drop users
          • Set up a 3GPP multicell scenario
          • Per-stream SINR computation
          • Conclusions
        • Power Control
          • Imports
          • Multicell scenario
          • Uplink power control
          • Downlink power control
          • Conclusions
          • References
      • Experts
        • Sionna SYS meets Sionna RT
          • Imports
          • Simulation parameters
          • Scene creation
          • Channel generation via Sionna RT
          • System-level simulation
          • Conclusions
        • System-Level Simulations
          • Imports
          • Utils
          • Simulation
          • Performance metric analysis
          • Conclusions
    • API Documentation
      • PHY Abstraction
        • EffectiveSINR
          • EffectiveSINR.calibrate()
        • EESM
          • EESM.beta_table
          • EESM.beta_table_filenames
          • EESM.beta_tensor
          • EESM.validate_beta_table()
        • PHYAbstraction
          • PHYAbstraction.bler_interp_delta
          • PHYAbstraction.bler_table
          • PHYAbstraction.bler_table_filenames
          • PHYAbstraction.bler_table_interp
          • PHYAbstraction.cbs_interp_min_max_delta
          • PHYAbstraction.get_bler()
          • PHYAbstraction.get_idx_from_grid()
          • PHYAbstraction.load_table()
          • PHYAbstraction.new_bler_table()
          • PHYAbstraction.plot()
          • PHYAbstraction.snr_db_interp_min_max_delta
          • PHYAbstraction.snr_table_interp
          • PHYAbstraction.validate_bler_table()
      • Link Adaptation
        • InnerLoopLinkAdaptation
          • InnerLoopLinkAdaptation.bler_target
        • OuterLoopLinkAdaptation
          • OuterLoopLinkAdaptation.bler_target
          • OuterLoopLinkAdaptation.delta_down
          • OuterLoopLinkAdaptation.delta_up
          • OuterLoopLinkAdaptation.offset
          • OuterLoopLinkAdaptation.offset_max
          • OuterLoopLinkAdaptation.offset_min
          • OuterLoopLinkAdaptation.reset()
          • OuterLoopLinkAdaptation.sinr_eff_db_last
        • Note
      • Power Control
        • Uplink
          • open_loop_uplink_power_control()
        • Downlink
          • downlink_fair_power_control()
      • Scheduling
        • PFSchedulerSUMIMO
          • PFSchedulerSUMIMO.beta
          • PFSchedulerSUMIMO.pf_metric
          • PFSchedulerSUMIMO.rate_achieved_past
      • Multicell Topology
        • Hexagon
          • Hexagon.coord_axial
          • Hexagon.coord_dict()
          • Hexagon.coord_euclid
          • Hexagon.coord_offset
          • Hexagon.corners()
          • Hexagon.neighbor()
          • Hexagon.radius
        • HexGrid
          • HexGrid.cell_height
          • HexGrid.cell_loc
          • HexGrid.cell_radius
          • HexGrid.center_loc
          • HexGrid.grid
          • HexGrid.isd
          • HexGrid.mirror_cell_loc
          • HexGrid.num_cells
          • HexGrid.num_rings
          • HexGrid.show()
        • gen_hexgrid_topology()
        • get_num_hex_in_grid()
        • convert_hex_coord()
      • Utils
        • get_pathloss()
        • is_scheduled_in_slot()
        • spread_across_subcarriers()
  • “Made with Sionna”
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  • Citation

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