JSTS:Journal of Semiconductor Technology and Science

The Institute of Electronics and Information Engineers (대한전자공학회)
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Real-time Sound Localization Using Generalized Cross Correlation Based on 0.13 ㎛ CMOS Process

  • Received : 2013.02.01
  • Accepted : 2014.01.16
  • Published : 2014.04.30
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Abstract

In this paper, we present the design and implementation of real-time sound localization based on $0.13{\mu}m$ CMOS process. Time delay of arrival (TDOA) estimation was used to obtain the direction of the sound signal. The sound localization chip consists of four modules: data buffering, short-term energy calculation, cross correlation, and azimuth calculation. Our chip achieved real-time processing speed with full range ($360^{\circ}$) using three microphones. Additionally, we developed a dedicated sound localization circuit (DSLC) system for measuring the accuracy of the sound localization chip. The DSLC system revealed that our chip gave reasonably accurate results in an experiment that was carried out in a noisy and reverberant environment. In addition, the performance of our chip was compared with those of other chip designs.

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References

  1. J.-M. Valin, F. Michaud, J. Rouat, D. Letourneau, "Robust Sound Source Localization Using a Microphone Array on a Mobile Robot," IEEE/RSJ International Conference on Intelligent Robots and Systems, vol. 2, pp. 1228-1233, October 2003.
  2. K.-C. Kwak, S.-S. Kim, "Sound source localization with the aid of excitation source information in home robot environments," IEEE Transactions on Consumer Electronics, vol. 54, No. 2, pp. 852-856, May 2008. https://doi.org/10.1109/TCE.2008.4560170
  3. C. H. Knapp, G. C. Carter, "The generalized correlation method for estimation of time delay," IEEE Transactions on Sounds, Speech and Signal Processing, vol. 24, No. 4, pp. 320-327, August 1976. https://doi.org/10.1109/TASSP.1976.1162830
  4. M. J. Ross, H. L. Shaffer, A. Cohen, R. Freudberg, H. J. Manley, "Average magnitude difference function pitch extractor," IEEE Transactions on Sounds, Speech and Signal Processing, vol. 22, No. 5, pp. 353-362, October 1974. https://doi.org/10.1109/TASSP.1974.1162598
  5. S.-C. Lee, B.-W. Chen, J.-F. Wang, K. Bharanitharan, C.-Y. Chen, "Far field-aware SOC design for sound source location based on $0.18-{\mu}m$ CMOS process," International Symposium on Aware Computing, pp. 111-115, November 2010.
  6. J. Huang, N. Ohnishi, N. Sugie, "Sound localization in reverberant environment based on the model of the precedence effect," IEEE Transactions on Instrumentation and Measurement, vol. 46, No. 4, pp. 842-846, August 1997. https://doi.org/10.1109/19.650785
  7. P. Julian, A. G. Andreou, L. Riddle, S. Shamma, D. H. Goldberg, G. Cauwenberghs, "A comparative study of sound localization algorithms for energy aware sensor network nodes," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 51, No. 4, pp. 640-648, April 2004. https://doi.org/10.1109/TCSI.2004.826205
  8. B. Mungamuru, P. Aarabi, "Enhanced sound localization," IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 34, No. 3, pp. 1526-1540, June 2004. https://doi.org/10.1109/TSMCB.2004.826398
  9. C. Zhang, D. Florencio, D. E. Ba, Z. Zhang, "Maximum Likelihood Sound Source Localization and Beamforming for Directional Microphone Arrays in Distributed Meetings," IEEE Transactions on Multimedia, vol. 10, No. 3, pp. 538-548, April 2008. https://doi.org/10.1109/TMM.2008.917406
  10. M. Raspaud, H. Viste, G. Evangelista, "Binaural Source Localization by Joint Estimation of ILD and ITD," IEEE Transactions on Audio, Speech, and Language Processing, vol. 18, No. 1, pp. 68-77, January 2010. https://doi.org/10.1109/TASL.2009.2023644
  11. S. S. Yeom, J. S. Choi, Y. S. Lim, M.-Y. Park, M. Kim, "DSP implementation of sound source localization with gain control," International Conference on Control, Automation and Systems, pp. 224-229, October 2007.
  12. S. S. Yeom, J. S. Choi, Y. S. Lim, M. Park, "DSP implementation of probabilistic sound source localization," IEEE Workshop on Signal Processing Systems, pp. 204-209, October 2008.
  13. D. Nguyen, P. Aarabi, A. Sheikholeslami, "Realtime sound localization using field-programmable gate arrays," International Conference on Multimedia and Expo, vol. 2, pp. 829-832, July 2003.
  14. S. Jin, D. Kim, H. S. Kim, C. H. Lee, J. S. Choi, J. W. Jeon, "Real-time sound source localization system based on FPGA," IEEE International Conference on Industrial Informatics, pp. 673-677, July 2008.
  15. J.-F. Wang, Y.-C. Jiang, Z.-W. Sun, "FPGA implementation of a novel far-field sound localization system," IEEE Region 10 Conference TENCON, pp. 1-4, January 2009.
  16. D. Halupka, N. J. Mathai, P. Aarabi, A. Sheikholeslami, "Robust sound localization in 0.18 ${\mu}m$ CMOS," IEEE Transactions on Signal Processing, vol. 53, No. 6, pp. 2243-2250, June 2005. https://doi.org/10.1109/TSP.2005.847820
  17. P. Julian, A. G. Andreou, D. H. Goldberg, "A low-power correlation-derivative CMOS VLSI circuit for bearing estimation," IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 14, No. 2, pp. 207-212, February 2006. https://doi.org/10.1109/TVLSI.2005.863740
  18. A. Gore, A. Fazel, S. Chakrabartty, "Far-Field Sound Source Localization and Bearing Estimation Using ${\Sigma}{\Delta}$ Learners," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 57, No. 4, pp. 783-792, April 2010. https://doi.org/10.1109/TCSI.2009.2027627
  19. J.-F. Wang, C.-H. Chou, Y.-J. Huang, P.-C. Lin, B.-W. Chen, "An improvement of chip design for auditory source localization awareness," International Conference on Awareness Science and Technology, pp. 366-369, September 2011.
  20. H.-D. Kim, J.-S. Choi, C.-H. Lee, G.-T. Park, M.-S. Kim, "Sound's Direction Detection and Speech Recognition System for Humanoid Active Audition," International Conference on Control, Automation and Systems, pp. 633-638, October 2003.