DocumentCode
2035153
Title
Analysis speech of polypus patients based on channel parameters and fuzzy logic systems
Author
Zhong, Zhen ; Jiang, Ting ; Zhang, Wenshuo ; Yao, Haipeng
Author_Institution
ENT-Head & Neck Surg. Dept., Peking Univ. First Hosp., Beijing, China
Volume
2
fYear
2010
fDate
10-12 Aug. 2010
Firstpage
529
Lastpage
532
Abstract
To distinguish the polypus patients, the spectrum map of the speech samples is used to analyze. Compared the spectrum map with impulse response in wireless communication channel, statistical characteristic root-mean square-delay spread (RMSD) and standard deviation (SD) are employed to describe the speech frequency domain characteristic. Fuzzy logic system (FLS) is used to make polypus patients diagnosis. RMSD and SD are used as two antecedents and fuzzy rules are designed based on the data we collected from polypus patients and normal people. Based on the real data, we demonstrate that the FLS could be used in polypus patients´ diagnosis with very low probability of miss detection and 0% false alarm rate.
Keywords
fuzzy logic; medical signal processing; patient diagnosis; spectral analysis; speech processing; transient response; channel parameters; fuzzy logic systems; impulse response; make polypus patients diagnosis; polypus patient diagnosis; root-mean square-delay; speech analysis; speech frequency domain characteristic; standard deviation; statistical characteristic; wireless communication channel; Delay; Fuzzy logic; Speech; Support vector machines; Time frequency analysis; Wireless communication; Fuzzy logic systems; RMSD; SVM; polypus; standard deviation;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location
Yantai, Shandong
Print_ISBN
978-1-4244-5931-5
Type
conf
DOI
10.1109/FSKD.2010.5569563
Filename
5569563
Link To Document