Perceptual and bitrate-scalable coding of haptic surface texture signals

IEEE Journal on Selected Topics in Signal Processing

Volumn 9, Issue 3, 2015, Pages 462-473

  Chaudhariu, Rahul ^a   Schuwerk, Clemens ^a   Danaei, Mojtaba ^a   Steinbach, Eckehard ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

coding; Data compression; Haptic textures; Perceptual

Indexed keywords

CODES (SYMBOLS); DATA COMPRESSION; DIGITAL STORAGE; VIDEO SIGNAL PROCESSING; VIDEO STREAMING;

AUDIO-VISUAL MEDIA; CODING; COLLABORATIVE DESIGN; DETECTION THRESHOLD; HAPTIC TEXTURES; INTER-PERSONAL COMMUNICATIONS; PERCEPTUAL; SIMULTANEOUS MASKING;

AUDIO SIGNAL PROCESSING;

EID: 84938923909     PISSN: 19324553     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSTSP.2014.2374574     Document Type: Article

References (37)

1. R. Iglesias, S. Casado, T. Gutiérrez, A. García-Alonso, W. Yu, and A. Marshall, "Simultaneous remote haptic collaboration for assembling tasks, " Multimedia Syst., vol. 13, no. 4, pp. 263-274, Oct. 2007.
2. B. Chebbi, D. Lazaroff, F. Bogsany, P. Liu, L. Niy, and M. Rossi, "Design and implementation of a collaborative virtual haptic surgical training system, " in Proc. IEEE Int. Conf. Mechatron. Autom. , Jul. 2005, vol. 1, pp. 315-320.
3. W. R. Ferrell and T. B. Sheridan, "Supervisory control of remote manipulation, " IEEE Spectrum, vol. 4, no. 10, pp. 81-88, Oct. 1967.
4. B. Cizmeci, R. Chaudhari, X. Xu, N. Alt, and E. Steinbach, "A visual-haptic multiplexing scheme for teleoperation over constant-bitrate communication links ser. Lecture Notes in Computer Science, " in Haptics: Neuroscience, Devices, Modeling, and Applicant, M. Auvray and C. Duriez, Eds. Berlin/Heidelberg, Germany: Springer, 2014, pp. 131-138.
5. R. Chaudhari, B. Cizmeci, K. J. Kuchenbecker, S. Choi, and E. Steinbach, "Low bitrate source-filter model based compression of vibrotactile texture signals in haptic teleoperation, " in Proc. 20th ACM Int. Conf. Multimedia, Nov. 2012, pp. 409-418 [Online]. Available: http:/ /doi.acm.org/10.1145/2393347.2393407
6. K. J. Kuchenbecker, J. P. Fiene, and G. Niemeyer, "Improving contact realism through event-based haptic feedback, " IEEE Trans. Visual. Comput. Graph., vol. 12, no. 2, pp. 219-230, Mar. 2006.
7. W. McMahan, J. M. Romano, A. M. A. Rahuman, and K. J. Kuchenbecker, "High frequency acceleration feedback significantly increases the realism of haptically rendered textured surfaces, " in Proc. IEEE Haptics Symp., Mar. 2010, pp. 141-148.
8. D. A. Kontarinis and R. D. Howe, "Tactile display of vibratory information in teleoperation and virtual environments, " Presence, vol. 4, pp. 387-402, 1996.
9. W. McMahan, J. Gewirtz, D. Standish, P. Martin, J. A. Kunkel, M. Lilavois, A. Wedmid, D. I. Lee, and K. J. Kuchenbecker, "Tool contact acceleration feedback for telerobotic surgery, " IEEE Trans. Haptics, vol. 4, no. 3, pp. 210-220, Jul. 2011.
10. J. Fishel, V. Santos, and G. Loeb, "A robust micro-vibration sensor for biomimetic fingertips, " in Proc. 2nd IEEE RAS Int. Conf. Biomed. Robot. Biomechatron., Oct. 2008, pp. 659-663.
11. M. Strohmayr, H. Worn, and G. Hirzinger, "The DLR artificial skin step I: Uniting sensitivity and collision tolerance, " in Proc. IEEE Int. Conf. Robot. Autom. (ICRA), May 2013, pp. 1012-1018.
12. P. Hinterseer, S. Hirche, S. Chaudhuri, E. Steinbach, and M. Buss, "Perception- based data reduction and transmission of haptic data in telepresence and teleaction systems, " IEEE Trans. Signal Process., vol. 56, no. 2, pp. 588-597, Feb. 2008.
13. E. Steinbach, S. Hirche, M. Ernst, F. Brandi, R. Chaudhari, J. Kammerl, and I. Vittorias, "Haptic communications, " Proc. IEEE, vol. 100, no. 4, pp. 937-956, Apr. 2012.
14. S. Okamoto and Y. Yamada, "Perceptual properties of vibrotactile material texture: Effects of amplitude changes and stimuli beneath detection thresholds, " in Proc. IEEE/SICE Int. Symp. Syst. Integr., Dec. 2010, pp. 384-389.
15. J. Craig, "Difference threshold for intensity of tactile stimuli, " Attention, Percept., Psychophys., vol. 11, pp. 150-152, 1972.
16. J. Chen and J. Thyssen, Analysis-by-Synthesis speech coding Springer handbook of speech processing, J. Benesty, M. M. Sondhi, and Y. Huang, Eds. Berlin/Heidelberg, Germany: Springer, 2008.
17. W. McMahan and K. Kuchenbecker, "Haptic display of realistic tool contact via dynamically compensated control of a dedicated actuator, " in Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. (IROS), Oct. 2009, pp. 3170-3177.
18. A. E. Saddik, M. Orozco, M. Eid, and J. Cha, "Haptics Technologies, " in Comput. Haptics. Berlin, Germany: Springer-Verlag, 2011, ch. 5.
19. M. Danaei, Simulink model for a CELP-based haptic texture codec 2013 [Online]. Available: http://www.lmt.ei.tum.de/team/mitarbeiter/ chaudhari/download
20. L. Rabiner and R. Schafer, Introduction to Digital Speech Processing, ser. Foundations and Trends in Signal Processing. Delft, The Netherlands: Now Publishers, 2007, vol. 1, no. 1-2.
21. R. Feldtkeller and E. Zwicker, "Das Ohr als Nachrichtenempfänger. S. Hirzel Verlag Stuttgart (Monographien der elektrischen Nachrichtentechnik, " 1956.
22. J. P. Egan and H. W. Hake, "On the masking pattern of a simple auditory stimulus, " J. Acoust. Soc. Am., vol. 22, no. 5, pp. 622-630, 1950.
23. M. R. Schroeder, B. S. Atal, and J. L. Hall, "Optimizing digital speech coders by exploiting masking properties of the human ear, " J. Acoust. Soc. Amer., vol. 66, no. 6, Dec. 1979.
24. G. A. Gescheider, Psychophysics: The fundamentals. NewYork, NY, USA: Psychology Press, 2013.
25. L. A. Jones and S. J. Lederman, Human Hand Function. Oxford, U.K.: Oxford Univ. Press, 2006.
26. G. A. Gescheider, R. T. Verrillo, and C. L. V. Doren, "Prediction of vibrotactile masking functions, " J. Acoust. Soc. Amer., vol. 72, no. 5, pp. 1421-1426, Nov. 1982.
27. R. D. Hamer, R. T. Verrillo, and J. J. Zwislocki, "Vibrotactile masking of pacinian and non-pacinian channels, " J. Acoust. Soc. Amer., vol. 73, no. 4, pp. 1293-303, Apr. 1983.
28. J. Makous, R. Friedman, and C. J. Vierck, "A critical band filter in touch, " J. Neurosci., vol. 15, no. 4, pp. 2808-18, 1995.
29. G. Gescheider, J. S. J. Bolanowski, and R. Verrillo, "Vibrotactile masking: Effects of stimulus onset asynchrony and stimulus frequency, " J. Acoust. Soc. Amer., vol. 85, no. 5, pp. 2059-64, May 1989.
30. S.-C. Lim, K.-U. Kyung, and D.-S. Kwon, "Effect of frequency difference on sensitivity of beats perception, " Experimental Brain Res., vol. 216, pp. 11-19, 2012.
31. A. Israr, S. Choi, and H. Z. Tan, "Mechanical impedance of the hand holding a spherical tool at threshold and suprathreshold stimulation levels, " in Proc. Symp. Haptic Interfaces for Virtual Environ. Teleoperator Syst. World Haptics 07, 2007, pp. 56-60.
32. L. Jones and H. Tan, "Application of psychophysical techniques to haptic research, " IEEE Trans. Haptics, vol. 6, no. 3, pp. 268-284, Jul. 2013.
33. R. T. Verrillo and G. A. Gescheider, "Enhancement and summation in the perception of two successive vibrotactile stimuli, " Percept. Psychophys., vol. 8, no. 2, pp. 128-136, Mar. 1975.
34. A. L. Kaas, M. C. Stoeckel, and R. Goebel, The Neural Bases of Haptic Working Memory. In Human Haptic Perception: Basics and Applications. Berlin, Germany: Springer-Verlag, 2008.
35. H. Levitt, "Transformed updown methods in psychoacoustics, " J. Acoust. Soc. Amer., vol. 49, no. 2B, pp. 467-477, 1971 [Online]. Available: http://scitation.aip.org/content/asa/journal/jasa/49/2B/10. 1121/1.1912375
36. M. Hansen, "Lehre und ausbildung in psychoakustik mit Psylab: Freie software für psychoakustische experimente, " Fortschritte der Akustik-DAGA '06, pp. 591-592, 2006.
37. W. McMahan and K. Kuchenbecker, "Spectral subtraction of robot motion noise for improved event detection in tactile acceleration signals, " in Haptics: Perception, Devices, Mobility, and Communication, ser. Lecture Notes in Comput. Sci, P. Isokoski and J. Springare, Eds. Berlin/Heidelberg, Germany: Springer, 2012, vol. 7282, pp. 326-337.