Overlap Add Method & Overlap Save Method
In a Digital FIR filter if the input sequence is long we use Overlap Add and Overlap Save Method. The input sequence is broken into shorter blocks and the output is computed block by block using convolution.
In OAM since convolution is linear, the output of a long sequence can be calculated by summing the outputs of each block of the input. The tail of the output from the previous block is overlapped with the beginning of the output from the present block.
In OSM the last part of the previous input block is used as the beginning of the next block and the overlapping portion of the output blocks are discarded.
Originally posted at: https://chaitanya33.wordpress.com/2017/03/14/overlap-add-method-overlap-save-method/
In OAM since convolution is linear, the output of a long sequence can be calculated by summing the outputs of each block of the input. The tail of the output from the previous block is overlapped with the beginning of the output from the present block.
In OSM the last part of the previous input block is used as the beginning of the next block and the overlapping portion of the output blocks are discarded.
Originally posted at: https://chaitanya33.wordpress.com/2017/03/14/overlap-add-method-overlap-save-method/
OAM and OSM are useful methods for processing real time signals
ReplyDeleteAs input sequence is truncated
DeleteOAM is computationally faster
ReplyDeleteNo. OSM is faster as it uses circular convolution
Deletewhich one is mostly preffered method
ReplyDeleteOSM is more preferred
DeleteIn OSM, aliasing effect is present but is absent for OAM.
ReplyDeleteYes
DeleteIt involves block processing
ReplyDeleteYes. Input sequence is divided into shorter blocks
DeleteThis comment has been removed by the author.
ReplyDeleteComputationally, OAM and OSM both are equally efficient.
ReplyDeleteGood explanation
ReplyDeleteThank you
DeleteOSM is preferred over OAM
ReplyDeleteYes
ReplyDelete