Capacity of a multi-output channel with distributed processing

A one dimensional (1D) and a two dimensional (2D) Kalman filters as means of distributed processing are developed for two single input multiple output (SIMO) AWGN channels, i.e., one without and the other with inter symbol interference (ISI), respectively. We show the capacity of the distributed and centrally processed channels to be the same for channels with and without ISI.