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
Link To Document :
بازگشت