Method and System for Coding Signals using Distributed Coding and Non-Monotonic Quantization

摘要

A decoder includes a memory storing a map of a space of encoded values. The map includes a plurality of cells partitioning the space, such that each cell encloses a cluster of encoded values and quantizes the cluster of encoded values to a quantized encoded value. Each cell is identified by a label selected from a finite alphabet, such that multiple cells in the map are identified by the same label, and the cells are labeled such that a pair of cells identified by the same label does not share a common boarder. The decoder also includes a receiver to receive from an encoder a label of a cell enclosing an encoded value on the map of the space and a processor to estimate the encoded value using side information to produce an estimation of the encoded value, to select a cell identified by the received label on the map of the multi-dimensional space that is the closest to the estimation of encoded value, and to determine the encoded value as the quantized encoded value of the selected cell.

主权项

1. A decoder, comprising:
a memory storing a map of a space of encoded values, wherein the map includes a plurality of cells partitioning the space, such that each cell encloses a cluster of encoded values and quantizes the cluster of encoded values to a quantized encoded value, wherein each cell is identified by a label selected from a finite alphabet, such that multiple cells in the map are identified by the same label, and wherein the cells are labeled such that a pair of cells identified by the same label does not share a common boarder; a receiver to receive from an encoder a label of a cell enclosing an encoded value on the map of the multi-dimensional space; and a processor to estimate the encoded value using side information to produce an estimation of the encoded value, to select a cell identified by the received label on the map of the space that is the closest to the estimation of encoded value, and to determine the encoded value as the quantized encoded value of the selected cell.