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collision-quantile

**Matlab code for the paper "Distributed remote estimation over the collisionchannel with and without local communication" **

Functions

  • Fig_4_Robustness_threshold.m: Monte-Carlo Simulation for robustness with respect to the disturbances on the mean
  • Fig_5_Average_consensus_based_decentralized_scheme.m: The empirical performance of average consensus based scheme as a function of time
  • Fig_6_Quantile_estimation_decentralized_scheme.m`: The empirical performance of quantile estimation decentralized scheme as a function of time
  • Fig_7_Lipschitz_plot.m: Optimal threshold and its derivative as functions of the variance
  • Fig_8_Fast_quantile_estimation_decentralized_schem.m: The empirical performance of fast quantile estimation decentralized scheme as a function of time
  • Table_I_Search_interval.m: Search interval for Gaussian observations
  • Table_II_Switching_time.m: Switching-time for different values delta

Auxiliary functions

  • random_graph.m: generate random geometric graph
  • laprnd.m: generate i.i.d. laplacian random variables
  • threshold_symmetric.m: cost function as a function of the threshold T
  • func_upperbound.m: function in Lemma 4
  • qinv.m: get the inverse function of the threshold T
  • func.m

Data

  • graph_n.mat: random graph with n nodes
  • threshold_gaussian_n_k.mat:

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  • MATLAB 100.0%