DocumentCode :
2727513
Title :
Towards real-time measurement of information in a scientific setting
Author :
Titchener, M.R.
Author_Institution :
Bioeng. Inst., Univ. of Auckland, Auckland
fYear :
2008
fDate :
25-25 July 2008
Firstpage :
316
Lastpage :
320
Abstract :
Quantifying information has long been the domain of communications, data compression and encryption. However, developments over the last 50 years in the field of non-linear dynamics have shown information interchange to be intrinsic to physical dynamical systems and by implication, biological processes. The practical need to effectively characterise complex dynamical processes serves as motivation for the development of tools capable of measuring information and this paper describes an evolving toolset directed to quantifying information in time-series. Such data series may correspond to signals on a communications channel, or medical signals in diagnostic patient monitoring, neurological pulse trains, seismic data, or even industrial process measurements. Our tools provide a complementary approach to conventional time-series analysis and may be used to sensitively identify state, or changes-in-state in complex systems, without necesitating a detailed understanding of underlying process mechanisms. Our emphasis is on achieving real-time performance in measurement and visualisation, for diagnostic purposes.
Keywords :
biomedical communication; data compression; patient monitoring; time series; complex systems; data compression; data encryption; diagnostic patient monitoring; industrial process measurements; neurological pulse trains; nonlinear dynamics; real-time measurement; real-time performance; seismic data; Biological processes; Communication channels; Communication industry; Cryptography; Data compression; Medical diagnostic imaging; Patient monitoring; Pulse measurements; Seismic measurements; Signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Systems, Networks and Digital Signal Processing, 2008. CNSDSP 2008. 6th International Symposium on
Conference_Location :
Graz
Print_ISBN :
978-1-4244-1875-6
Electronic_ISBN :
978-1-4244-1876-3
Type :
conf
DOI :
10.1109/CSNDSP.2008.4610767
Filename :
4610767
Link To Document :
بازگشت