Paper: | SPTM-P8.8 |
Session: | Adaptive Systems and Filtering II |
Time: | Thursday, May 18, 14:00 - 16:00 |
Presentation: |
Poster
|
Topic: |
Signal Processing Theory and Methods: Adaptive Systems and Filtering |
Title: |
On Sequential On-Line Outlier Detection and a Linescan Application |
Authors: |
Juho Vihonen, Timo Ala-Kleemola, Riitta Kerminen, Juha Jylhä, Ari Visa, Tampere University of Technology, Finland |
Abstract: |
Industrial quality monitoring is increasing rapidly, and challenging signal environments with requirement of steady performance pose conflicting demands to on-line tests. The sequential probability ratio test (SPRT) and the Kalman filter (KF) are proposed as two tools for detection and recognition-oriented signal processing. A modified sequential test is suggested and applied to a linescan problem. |