Title :
A comparative study on the processing of ultrasonic arc maps
Author_Institution :
Dept. of Electr. & Electron. Eng., Bilkent Univ., Ankara, Turkey
Abstract :
The directional maximum (DM) technique for processing ultrasonic arc maps is proposed and compared to previously existing techniques. The method processes ultrasonic arc maps directionally to extract the map of the environment and overcome the intrinsic angular uncertainty of ultrasonic sensors. It also eliminates noise and cross-talk related misreadings successfully. The comparison is based on experimental data and three complementary error criteria. The DM technique offers a very good compromise between mean absolute error and correct detection rate, with a processing time less than tenth of a second. It is superior to existing techniques in range accuracy and in eliminating artifacts, resulting in the best overall performance. The results indicate several trade-offs in the choice of ultrasonic arc-map processing techniques.
Keywords :
acoustic signal processing; signal denoising; ultrasonic transducers; DM technique; complementary error criteria; correct detection rate; crosstalk; directional maximum technique; intrinsic angular uncertainty; mean absolute error; noise elimination; ultrasonic arc-map processing techniques; ultrasonic sensors; Acoustics; Feature extraction; Robot sensing systems; Surface treatment; Uncertainty;
Conference_Titel :
Signal Processing Conference, 2008 16th European
Conference_Location :
Lausanne