Title :
Custom IP cores for robust data analysis and pattern recognition algorithms used in gas applications
Author :
Ali, Amine Ait Si ; Amira, Abbes ; Bensaali, Faycal
Author_Institution :
Sch. of Comput., Univ. of the West of Scotland, Paisley, UK
Abstract :
This paper presents an overview of a PhD research project, completed tasks and future work. The aim of the research is to contribute to the improvement of gas identification systems at different levels by designing and implementing dedicated IP cores for data analysis, pre-processing, dimensionality reduction and pattern recognition algorithms. This PhD dissertation research is part of an ongoing funded research project by NPRP-Qatar Foundation which consists of the development of a low power reconfigurable self-calibrated multi-sensing platform for gas applications.
Keywords :
calibration; computerised instrumentation; data analysis; data reduction; gas sensors; logic circuits; low-power electronics; microprocessor chips; pattern recognition; sensor fusion; custom IP core; data analysis; data preprocessing; dimensionality reduction; gas identification system; low power reconfigurable self-calibrated multisensor; pattern recognition algorithm; Algorithm design and analysis; Field programmable gate arrays; Hardware; Pattern recognition; Principal component analysis; Sensors; Testing;
Conference_Titel :
Electronics, Circuits, and Systems (ICECS), 2013 IEEE 20th International Conference on
Conference_Location :
Abu Dhabi
DOI :
10.1109/ICECS.2013.6815348
