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[WIP] Source/microphone directivity for ray tracing #180

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@fakufaku fakufaku commented Jul 14, 2020

I have started work for the source directivity of the ray tracer. The idea is to implement the drectivity as a random sampling of the rays on the sphere from the distribution induced by the source directivity. This requires to sync a number of features with the source directivity for the ISM, in particular, the energy should be matched, which requires to know the integral of the source directivity patterns. Ideally, we should store all of this in easy use classes.

[ ] Energy matching with ISM (can be done by using rejection sampler efficiency to estimate volume)
[ ] Volume/Area functions for cardioid
[X] Add interface to provide ray directions to the C++ engine.
[X] Power spherical distribution sampler is implemented
[ ] Power spherical distribution pdf
[X] Rejection sampler
[X] Sampler for Cardioid and family distributions on the sphere (using rejection sampling)
[X] The SphericalHistogram class provides a way of testing distributions on the sphere via statistical tests.
[X] directional histograms in libroom.Microphone using a kd-tree
[ ] Tests: via statistical tests ?
[ ] docstrings
[ ] Doc building ?
[ ] Add to CHANGELOG

@fakufaku fakufaku requested a review from ebezzam July 14, 2020 00:50
@fakufaku fakufaku self-assigned this Jul 14, 2020
@fakufaku fakufaku changed the base branch from feature/source_directivity to master June 27, 2022 15:26
@fakufaku fakufaku changed the title [WIP] Source directivity for ray tracing [WIP] Source/microphone directivity for ray tracing Jun 28, 2022
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