On the Asymptotic Distortion Behavior of the Distributed Karhunen-Loève Transform

The ability to design efficient distributed communications systems heavily depends on a proper understanding of the distortion incurred by their constituting elements. To this end, we study the mean squared reconstruction error behavior of the distributed Karhunen-Lo\`{e}ve transform. We provide a general formula to compute this distortion under asymptotic considerations in a pure approximation viewpoint. Using a simple illustrative example, we show how this approach allows to obtain closed-form formulas that permit to efficiently assess the performance of the distributed scheme.


Published in:
Allerton Conference on Communication, Control and Computing, 406-415
Presented at:
Allerton Conference on Communication, Control and Computing, Monticello, IL, USA, September 28-30, 2005
Year:
2005
Keywords:
Laboratories:




 Record created 2006-01-09, last modified 2018-03-17

n/a:
Download fulltext
PDF

Rate this document:

Rate this document:
1
2
3
 
(Not yet reviewed)