hpaulkeeler
Applied probability, machine learning, and blockchain. Much of my code simulates random point processes for my research papers or posts at hpaulkeeler.com/post
Pinned Repositories
capslock-modified
A modification of the Capslock Enhancement mapping
detcov_matlab
Coverage probability in determinantal networks (in MATLAB)
detcov_python
Coverage probability in determinantal networks (in Python).
DetPoisson_MATLAB
Simulation and fitting determinantally-thinned (Poisson) point processes
DetPoisson_Python
Simulates a random determinantally-thinned Poisson point process on a rectangle.
kcoverage_multi_MATLAB
Probability of connecting to multiple base stations in a multi-tier Poisson network based on the SINR.
kcoverage_single_MATLAB
Probability of connecting to multiple base stations in a Poisson network based on the SINR.
posts
Pieces of code that have appeared on my blog with a focus on stochastic simulations.
Propagation_MATLAB
Under the standard power law path loss model, this code demonstrates how a two-tier cellular network can be viewed as a one-tier isotropic network.
voronoi_uniform
Uniformly places a single random point in each bounded cell of a Voronoi/Dirichlet tesselation.
hpaulkeeler's Repositories
hpaulkeeler/posts
Pieces of code that have appeared on my blog with a focus on stochastic simulations.
hpaulkeeler/kcoverage_multi_MATLAB
Probability of connecting to multiple base stations in a multi-tier Poisson network based on the SINR.
hpaulkeeler/Propagation_MATLAB
Under the standard power law path loss model, this code demonstrates how a two-tier cellular network can be viewed as a one-tier isotropic network.
hpaulkeeler/DetPoisson_MATLAB
Simulation and fitting determinantally-thinned (Poisson) point processes
hpaulkeeler/kcoverage_single_MATLAB
Probability of connecting to multiple base stations in a Poisson network based on the SINR.
hpaulkeeler/DetPoisson_Python
Simulates a random determinantally-thinned Poisson point process on a rectangle.
hpaulkeeler/voronoi_uniform
Uniformly places a single random point in each bounded cell of a Voronoi/Dirichlet tesselation.
hpaulkeeler/capslock-modified
A modification of the Capslock Enhancement mapping
hpaulkeeler/detcov_matlab
Coverage probability in determinantal networks (in MATLAB)
hpaulkeeler/detcov_python
Coverage probability in determinantal networks (in Python).
hpaulkeeler/DetPoisson_Julia
Simulates a random determinantally-thinned Poisson point process on a rectangle.
hpaulkeeler/DetPoisson_R
Simulates a random determinantally-thinned Poisson point process on a rectangle.
hpaulkeeler/kcoverage_single_R
Probability of connecting to multiple base stations in a Poisson network based on the SINR..
hpaulkeeler/voronoi-perc