DocumentCode
1837838
Title
Selection of floating-point or fixed-point For Adaptive Noise Canceller In Somatosensory Evoked Potential Measurement
Author
Chongfei Shen ; Hongtao Liu ; Xb Xie ; Luk, K.D. ; Yong Hu
Author_Institution
Chinese Acad. of Med. Sci., Tianjin
fYear
2007
fDate
22-26 Aug. 2007
Firstpage
3274
Lastpage
3277
Abstract
Adaptive noise canceller (ANC) has been used to improve signal to noise ratio (SNR) of somsatosensory evoked potential (SEP). In order to efficiently apply the ANC in hardware system, fixed-point algorithm based ANC can achieve fast, cost-efficient construction, and low-power consumption in FPGA design. However, it is still questionable whether the SNR improvement performance by fixed-point algorithm is as good as that by floating-point algorithm. This study is to compare the outputs of ANC by floating-point and fixed-point algorithm ANC when it was applied to SEP signals. The selection of step-size parameter ( JLl ) was found different in fixed-point algorithm from floating-point algorithm. In this simulation study, the outputs of fixed-point ANC showed higher distortion from real SEP signals than that of floating-point ANC. However, the difference would be decreased with increasing JLl value. In the optimal selection of JLl, fixed-point ANC can get as good results as floating-point algorithm.
Keywords
adaptive signal processing; bioelectric potentials; medical signal processing; somatosensory phenomena; FPGA design; SNR improvement; adaptive noise canceller; cost-efficient construction; fixed-point selection; floating-point selection; low-power consumption; somatosensory evoked potential; Algorithm design and analysis; Field programmable gate arrays; Hardware; Medical diagnostic imaging; Monitoring; Noise cancellation; Noise measurement; Signal processing; Signal processing algorithms; Signal to noise ratio; Adult; Algorithms; Artifacts; Brain; Diagnosis, Computer-Assisted; Electroencephalography; Evoked Potentials, Somatosensory; Female; Humans; Male; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location
Lyon
ISSN
1557-170X
Print_ISBN
978-1-4244-0787-3
Type
conf
DOI
10.1109/IEMBS.2007.4353028
Filename
4353028
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