Title :
Hardware implementation of a Kullback-Leibler Divergence based signal anomaly detector
Author :
Mostafa Afgani;Sinan Sinanović;Harald Haas
Author_Institution :
Institute for Digital Communications, The University of Edinburgh, Edinburgh EH9 3JL, UK
Abstract :
A field-programmable gate array (FPGA) based implementation of the Kullback-Leibler Divergence (KLD) algorithm for real-time detection of anomalies in periodic signals is presented. To aid in the development of the hardware platform, an optimised, application specific, differential-equation version of the KLD equation is also proposed. Successful tests of the implementation against 10 MHz wireless signals show that the algorithm is indeed capable of real-time analysis of high speed test vectors.
Keywords :
"Hardware","Signal detection","Testing","Field programmable gate arrays","Histograms","Detectors","Digital communication","Sensor arrays","Differential equations","Signal analysis"
Conference_Titel :
Applied Sciences in Biomedical and Communication Technologies, 2009. ISABEL 2009. 2nd International Symposium on
Print_ISBN :
978-1-4244-4640-7
Electronic_ISBN :
2325-5331
DOI :
10.1109/ISABEL.2009.5373614