random linear network coding in wireless sensor networks. A sparse network coding matrix
is considered with columns having possibly different sparsity factors. For stationary and
ergodic sources, necessary and sufficient conditions are provided on the number of required
measurements to achieve asymptotically vanishing reconstruction error. To ensure the
asymptotically optimal compression ratio, the sparsity factor can be arbitrary close to zero in …