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v0.16.0

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@gmarcusm gmarcusm released this 28 Nov 19:33
· 18 commits to main since this release
fd8b13a

Ray tracing

  • Splits path tracing and EM field computation through the addition of two methods to Scene: trace_paths() to trace the paths and compute_fields() to compute the corresponding EM fields
  • Scene.compute_fields() can now be executed in graph mode
  • Adds a feature to use a callable object to compute radio material properties from the intersection points between rays and the scene and the ids of the intersected objects
  • Adds a feature to use a callable object to compute the scattering patterns
  • Adds a feature to define custom colors for radio devices that are used for rendering and preview
  • Enables the instantiation of radio materials without loading a scene (PR #216, contribution by @fklement)
  • Fixes a bug with diffraction that was creating NaNs in some scenarios (#201)
  • Fixes a bug that occurred when reversing link directions using Paths.reverse_direction
  • (Breaking change) Delay normalization is now done across all receive and transmit antennas of each transmitter-receiver pair
  • RadioMaterial properties are not defined anymore as tf.Variable but can now be set freely by the user to be either a tf.Variable or a tf.Tensor
  • (Breaking change) Removes the flags trainable_relative_permittivity, trainable_conductivity, trainable_scattering_coefficient, and trainable_xpd_coefficient from RadioMaterial
  • Transmitter and Receiver position and orientation are not defined anymore as tf.Variable but can be set freely by the user to be either a tf.Variable or a tf.Tensor
  • (Breaking change) Removes the flags trainable_position and trainable_orientation from Transmitter and  Receiver
  • Fixes a bug with paths that were wrongly flagged as LoS in some multi-link scenarios
  • Adds a flag to Scene.compute_paths() and Scene.compute_fields() to disable the addition of random phases to scattered paths
  • Fixes the link to the simple_reflector Blender file in API documentation
  • Speeds-up Scene.preview() by switching to uint8-typed textures for coverage maps
  • Better document the difference between edges and wedges (PR #214, contribution by @jeertmans)
  • Fixes #231
  • Fixes #222
  • Fixes #217

FEC

  • Fixes a bug in make_systematic() (PR #236, contribution by @daniel-x)
  • Fixes XLA issue in CN update of LDPCBPDecoder (#255)

MISC

  • Adds multi-gpu support via tf.distribute to sim_ber()
  • Adds target_ber, target_bler and callback  to sim_ber() (PR #257, contribution by @nbecker)
  • Update requirements: TensorFlow 2.10 – 2.13, Python 3.9 – 3.11 and Ubuntu 22.04 recommended