In this paper, we describe properties of punctured conditional arithmetic code for distributed source coding. A novel scheme using hierarchical interleaving has been developed to overcome non-stationarity in side channel statistics. The simulation results show that this proposed approach has excellent sphere-packing properties and outperforms the one without interleaving.
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