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This kind of multistage fusion architecture has been presented in reference 9 as an advancement for biometry systems.This paper describes a ready-to-use authentication biometric system based on EEG and ECG. This constitutes the rst difference with already presented works [2, 4 8, 10 14]. The system presented herein undertakes subject authentication, whereas a biometric identi cation has been the target of those works. Moreover, they present some results on the employment of EEG and ECG as a person identi cation cue, which herein becomes a stand-alone system. A reduced number of electrodes have been already used in past works [2, 10 14] in order to reduce system obtrusiveness. This feature has been implemented in our system. There is, however, a differential trait. The two forehead electrodes are used in our system, while in other papers other electrodes con gurations are used; for example, reference 11 uses electrode P4. Our long-term goal is the integration of the biometric system with the ENOBIO wireless sensory unit [15 17]. ENOBIO can use dry electrodes, avoiding the usage of conductive gel and therefore improving the user-friendliness. In order to achieve this goal, employing electrodes on hairless areas becomes mandatory, a condition our system ful lls. In the following sections, our authentication methodology will be presented. Section 18.2 explains the experimental protocol that is common for EEG and ECG recording. Section 18.3 deals with the EEG-extracted features and the authentication algorithms, while Section 18.4 is dedicated to the ECG features and algorithms. For these two sections, the performances are also individually given. Section 18.5 explains the fusion process carried out to achieve higher performance. Finally, conclusions are drawn in Section 18.6, while Section 18.7 provides a summary of the chapter. vb.net code 128 reader VB . NET Barcode Reader - How to Scan & Read Barcode in VB . NET ...
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