  New Kaczmarz algorithms with rank two gain update, extended orthogonality
property and forgetting mechanism which includes both exponential and
instantaneous forgetting (implemented via a proper choice of the forgetting
factor and the window size) are introduced and associated in this report with
well-known Kaczmarz algorithms with rank one update.
