• Laser & Optoelectronics Progress
  • Vol. 59, Issue 17, 1707001 (2022)
Jiayu Song1、2、3, Chaoyi Wang1、2, Huawei Liu1、2, Baoqing Li1、2, and Xiaobing Yuan1、2、3、*
Author Affiliations
  • 1Key Laboratory of Microsystem Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 201800, China
  • 2Chinese Academy of Sciences University, Beijing 100049, China
  • 3College of Information, ShanghaiTech University, Shanghai 201210, China
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    DOI: 10.3788/LOP202259.1707001 Cite this Article Set citation alerts
    Jiayu Song, Chaoyi Wang, Huawei Liu, Baoqing Li, Xiaobing Yuan. An Adaptive Correction Method for Channel Inconsistency of Microphone Array[J]. Laser & Optoelectronics Progress, 2022, 59(17): 1707001 Copy Citation Text show less
    Microphone array signal model
    Fig. 1. Microphone array signal model
    Flow chart of simulated annealing algorithm
    Fig. 2. Flow chart of simulated annealing algorithm
    Effect of inconsistent array channels. (a) Comparison chart; (b) signal spectrum with inconsistent array channels; (c) signal spectrum with consistent array channels
    Fig. 3. Effect of inconsistent array channels. (a) Comparison chart; (b) signal spectrum with inconsistent array channels; (c) signal spectrum with consistent array channels
    Corrected signal spatial spectrum. (a) Correction result when the threshold is 0.001; (b) correction result when the threshold is 0.0001
    Fig. 4. Corrected signal spatial spectrum. (a) Correction result when the threshold is 0.001; (b) correction result when the threshold is 0.0001
    Uncorrected and directly corrected DOA estimation signal spectrum. (a) Uncorrected signal spectrum; (b) directly corrected signal spectrum
    Fig. 5. Uncorrected and directly corrected DOA estimation signal spectrum. (a) Uncorrected signal spectrum; (b) directly corrected signal spectrum
    Signal acquisition module block diagram
    Fig. 6. Signal acquisition module block diagram
    Signal acquisition device
    Fig. 7. Signal acquisition device
    Wheeled car signal spectrum
    Fig. 8. Wheeled car signal spectrum
    Correction results of actual 4-element microphone array. (a) Signal spectrum before correction; (b) signal spectrum after correction
    Fig. 9. Correction results of actual 4-element microphone array. (a) Signal spectrum before correction; (b) signal spectrum after correction
    Signal spectrum when channels are inconsistent
    Fig. 10. Signal spectrum when channels are inconsistent
    Spectrogram of DOA estimation before and after correction
    Fig. 11. Spectrogram of DOA estimation before and after correction
    ParameterNumber
    12345678
    Actual direction /(°)114.4112.3120.2167.9211.8290330.747.5
    Uncorrected /(°)113.4111.7117.2161.5215.3284.132442.9
    Corrected /(°)114.7112.0119.4166.4212.3288.9331.247.3
    Table 1. Comparison of actual direction and DOA results before and after correction
    Jiayu Song, Chaoyi Wang, Huawei Liu, Baoqing Li, Xiaobing Yuan. An Adaptive Correction Method for Channel Inconsistency of Microphone Array[J]. Laser & Optoelectronics Progress, 2022, 59(17): 1707001
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