Title :
Hidra: A Hierarchical Instrument for Distributed Real-Time Analysis of Biological Signals
Author :
Guedes de Oliveira, Pedro ; Principe, Jose C. ; Tome, Ana Maria ; Nunes Cruz, Antonio
Author_Institution :
Electronics and Telecommunications Department, University of Aveiro, Portugal
Abstract :
This work presents a locally distributed common bus multiple-processor system intended to support a hierarchical signal processing scheme for biological signal analysis. Each peripheral unit??the so called preprocessor (PP)??executes real-time signal processsing algorithms over data multiplexed in an input bus. The result of this analysis is transferred to a host computer that integrates the received information from the PP´s, saves it in disk when necessary, performs higher level data analysis, and interfaces to the user. The processing of electroencelographic (EEG) data will be used as a case study, due to the multidimensional aspects involved.
Keywords :
Biology computing; Biomedical signal processing; Data preprocessing; Information analysis; Instruments; Multidimensional signal processing; Performance analysis; Signal analysis; Signal processing; Signal processing algorithms; Biomedical Engineering; Computer Systems; Electroencephalography; Humans; Signal Processing, Computer-Assisted; Sleep;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.1987.325930