Analysis of Knee Vibration Signals Using Linear Prediction

IEEE Transactions on Biomedical Engineering

Volumn 39, Issue 9, 1992, Pages 959-970

  Tavathia, Sanjeev ^a   Rangayyan, Rangaraj Mandayam ^a   Frank, Cyril Basil ^a   Bell, Gordon Douglas ^a   Ladly, Katherine O ^a   Zhang, Yuan Ting ^a  

^a UNIVERSITY OF CALGARY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CARTILAGE; JOINTS (ANATOMY); MATHEMATICAL MODELS; NONINVASIVE MEDICAL PROCEDURES; ORTHOPEDICS; VIBRATIONS (MECHANICAL);

CHONDROMALACIA; KNEE JOINT PATHOLOGY; LINEAR PREDICTION;

DIAGNOSIS;

ARTICLE; CALCULATION; CHONDROMALACIA; CONTROLLED STUDY; HUMAN; KNEE DISEASE; PATIENT POSITIONING; PREDICTION; SIGNAL DETECTION; VIBRATION;

AUSCULTATION; BIAS (EPIDEMIOLOGY); BIOMECHANICS; CARTILAGE DISEASES; DIAGNOSIS, COMPUTER-ASSISTED; EVALUATION STUDIES; HUMAN; KNEE; LINEAR MODELS; PREDICTIVE VALUE OF TESTS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUPPORT, NON-U.S. GOV'T; VIBRATION;

EID: 0026926318     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/10.256430     Document Type: Article

References (45)

1. R. W. Jackson and I. Abe, “The role of arthroscopy in the management of disorders of the knee: An analysis of 200 consecutive examinations,” J. Bone Joint Surg. (Brit.), vol. 54-B, pp. 310–322, 1972.
2. A. E. Ellison, Ed., Athletic Training and Sports Medicine. Chicago: The American Academy of Orthopedic Surgeons, 1984.
3. C. B. Frank, R. M. Rangayyan, and G. D. Bell, “Analysis of knee joint sound signals for non-invasive diagnosis of cartilage pathology,” in IEEE Eng. Med. Biol. Mag., pp. 65–68, Mar. 1990.
4. S. Tavathia, R. M. Rangayyan, C. B. Frank, and G. D. Bell, “Analysis of knee sound signals using linear prediction,” in Proc. IEEE Eng. Med. Biol. Soc. 12th Annu. Internal. Conf., Philadelphia, PA, 1990, pp. 2148–2149.
5. W. G. Kernohan and R. A. B. Mollan, “Processing of sound signals in othopaedic surgery,” in Proc. 2nd European Signal Processing Conf. (EUSIPCO-83). H. W. Schussler, Ed. North Holland: Elsevier, 1983, pp. 581.
6. C. Heuter, Grundhiss der chirurgie. Leipzig: F. C. W. Vogel, 1885, 3rd ed.
7. W. E. Blodgett, “Auscultation of the knee joint,” Boston Med. Surg. J., vol. 146, no. 3, pp. 63–66, Jan. 16, 1902.
8. E. Bircher, “Zur Diagnose der Meniscusluxation und des Menis-cusabrisses,” Zentralbl. Chir., vol. 40, pp. 1852–1857, 1913.
9. C. F. Walters, “The value of joint auscultation,” Lancet, vol. 1, pp. 920–921, May 4, 1929.
10. K. H. Erb, “Uber die Moeglichkeit der Registrierung von Gelenk-geraeuschen,” Deutsche Z. Chir., vol. 241, pp. 237–245, 1933.
11. A. Steindler, “Auscultation of joints,” J. Bone Joint Surg., vol. 19, pp. 121–124, 1937.
12. A. Peylan, “Direct auscultation of the joints (preliminary clinical observations),” Rheumatism, vol. 9, pp. 77–81, 1953.
13. H. Fischer and E. W. Johnson, “Analysis of sounds from normal and pathologic knee joints,” in 3rd Int. Congr. Phys. Med., 1960, pp. 50–57.
14. E. Szabo, L. Danis, and Z. Torok, “Examination of the acoustic phenomena observed in the knee,” Traumatologia, vol. 15, no. 2, pp. 118–127, 1972.
15. M. L. Chu, I. A. Gradisar, M. R. Railey, and G. F. Bowling, “Detection of knee joint diseases using acoustical pattern recognition technique,” J. Biomechan., vol. 9, pp. 111–114, 1976.
16. M. L. Chu, I. A. Gradisar, L. D. Zavodney, and G. F. Bowling, “Computer aided acoustical correlation of pathological cartilage generated noise,” in 30th Ann. Conf. Eng. Med. Biol., Nov. 5, 1977, p. 175.
17. M. L. Chu, I. A. Gradisar, M. R. Railey, and G. F. Bowling, “An electroacoustical technique for the detection of knee joint noise,” Med. Res. Eng., vol. 12, no. 1, pp. 18–20, 1976.
18. M. L. Chu, I. A. Gradisar, and R. Mostardi, “A noninvasive electroacoustical evaluation technique of cartilage damage in pathological knee joints,” Med. Biol. Eng. Comput., vol. 16, pp. 437–442, July 1978.
19. R. A. B. Mollan, G. C. McCullagh, and R. I. Wilson, “A critical appraisal of auscultation of human joints,” clin. Orthopaed. Related Res., no. 170, pp. 231–237, Oct. 1982.
20. G. W. Kemohan, D. E. Beverland, G. F. McCoy, S. N. Shaw, R. G. H. Wallace, G. C. McCullagh, and R. A. B. Mollan, “The diagnostic potential of vibration arthrography,” Clin. Orthopaed. Related Res., pp. 106–112, Sept. 1986.
21. W. G. Kemohan and R. A. B. Mollan, “Microcomputer analysis of joint vibration,” J. Microcomputer Appl., vol. 5, pp. 287–296, 1982.
22. D. E. Beverland, G. F. McCoy, W. G. Kemohan, and R. A. B. Mollan, “What is patellofemoral crepitus?,” J. Bone Joint Surg., vol. 68-B, p. 496, 1986.
23. G. F. McCoy, J. D. McCrea, D. E. Beverland, W. G. Kemohan, and R. A. B. Mollan, “Vibration arthrography as a diagnostic aid in diseases of the knee,” J. Bone Joint Surg., vol. 69-B, no. 2, pp. 288–293, Mar. 1987.
24. G. F. McCoy, D. E. Beverland, W. G. Kemohan, A. Agahi, and R. A. Mollan, “Vibration arthrography in knee joint diseases,” in Eighth Combined Meeting Orthopaedic Associations of the English-speaking World. The American Orthopaedic Association, Washington, DC, May 3–8, 1987, paper no. 8.
25. G. W. Kemohan, D. E. Beverland, G. F. McCoy, A. Hamilton, P. Watson, and R. Mollan, “Vibration arthrometry,” Acta. Orthop. Scand., pp. 70–79, 1990.
26. W. Mang, M. Birk, and G. Blumel, “Practical application of pho-noarthrography in the diagnosis of knee joint disease.” Z. Orthop., vol. 118, no. 1, pp. 85–90, 1980.
27. J. Inoue, Y. Nagata, and K. Suzuki, “Measurement of knee joint sounds by microphone,” Sangyo Ika Daigaku Zasshi, vol. 8, no. 3, pp. 307–316, Sept. 1986.
28. Y. Nagata. K. Suzuki, Y. Kobayashi, M. Sasaki, J. Inoue, and H. Takyu, “Joint-sounds-Clinical experience of the knee joint,” Sangyo Ika Daigaku Zasshi, vol. 8, suppl. pp. 425–428, Mar. 20, 1986.
29. R. M. Rangayyan, C. B. Frank, G. D. Bell, and R. Smith, “Analysis of knee joint sound signals,” in Proc. IEEE Eng. Med. Biol. Soc. 10th Ann. Internal. Conf., 1988, pp. 712–713.
30. Y. T. Zhang, K. O. Ladly, R. M. Rangayyan, C. B. Frank, and G. D. Bell, “Muscle contraction interference in acceleration vibroar-thrography,” in Proc. IEEE Eng. Med. Biol. Soc. 12th Annu. Internal. Conf., Philadelphia, PA, 1990, pp. 2150–2151.
31. Y. T. Zhang, K. O. Ladly, Z. Q. Liu, S. Tavathia, R. M. Rangayyan, C. B. Frank, and G. D. Bell, “Interference in displacement vibroarthrography and its adaptive cancellation,” in Proc. Canadian Med. Biol. Eng. Soc. Conf., Winnipeg, June 9–12, 1990, pp. 107–108.
32. Z. Q. Liu, Y. T. Zhang, K. O. Ladly, C. B. Frank, R. M. Rangayyan, and G. D. Bell, “Reduction of interference in knee sound signals by adaptive filtering,” in Proc. 3rd IEEE Symposium on Computer-Based Medical Systems, Chapel Hill, NC, June 3–6, 1990, pp. 389–396.
33. Y. T. Zhang, R. M. Rangayyan, C. B. Frank, G. D. Bell, K. O. Ladly, and Z. Q. Liu, “Classification of knee sound signals using neural networks: A preliminary study,” in IASTED Internal. Conf. Experts Systems Neural Networks, Hawaii, Aug. 1990, pp. 60–62.
34. R. A. B. Mollan, W. G. Kemohan, and P. H. Walters, “Artefact encountered by the vibration detection system,” J. Biomechan., vol. 16, no. 3, pp. 193–199, 1983.
35. W. G. Kemohan, D. A. Barr, G. F. McCoy, and R. A. B. Mollan, “Vibration arthrometry in the assessment of knee disorders: The problem of angular velocity,” J. Biomed. Eng., vol. 13, pp. 35–38, 1991.
36. K. O. Ladly, C. B. Frank, G. D. Bell, Y. T. Zhang, and R. M. Rangayyan, “The effect of leg weights on normal patellofemoral joint vibration signals,” in Proc. Combined Meet. Orthopaedic Soc. U.S.A., Japan, and Canada, Banff, Alta., Canada, Oct. 21–23, 1991, p. 269.
37. J. Makhoul, “Linear prediction: A tutorial review,” Proc. IEEE, vol. 63, no. 4, pp. 561–580, Apr. 1975.
38. S. M. Kay, Modern Spectral Estimation: Theory and Applications. Englewood Cliffs, NJ: Prentice-Hall, 1988.
39. L. R. Rabiner and R. W. Schafer, Digital Processing of Speech Signals. Englewood Cliffs, NJ: Prentice-Hall, 1978.
40. A. Iwata, N. Suzumura, and K. Ikegaya, “Pattern classification of the phonocardiogram using linear prediction analysis,” Med. Biol. Eng. Comput., vol. 15, pp. 407–412, 1977.
41. G. Bodenstein and H. M. Praetorious, “Feature Extraction from the Electroencephalogram by Adaptive Segmentation,” Proc. IEEE, vol. 65, no. 5, pp. 642–652, May 1977.
42. H. M. Praetorius, G. Bodenstein, and O. D. Creutzfeldt, “Adaptive segmentation of EEG records: A new approach to automatic EEG analysis,” Electroencephalography and din. Neurophysiol., vol. 42, pp. 84–91, 1977.
43. U. Apple and A. V. Brandt, “A comparative study of three sequential time series segmentation algorithms,” Signal Process., vol. 6, pp. 45–60, 1984.
44. L.-G. Durand, M. Blanchard, G. Cloutier, H. N. Sabbah, and P. D. Stein, “Comparison of pattern recognition methods for computer-assisted classification of spectra of heart sounds in patients with a porcine bioprosthetic value implanted in the mitral position,” IEEE Trans. Biomed. Eng., vol. 37, pp. 1121–1129, Dec. 1990.
45. P. R. Ficat and D. S. Hungerford, Disorders of the Patello-Eemoral Joint. Baltimore, MD: Williams-Wilkins, 1979.