Publication Type:

Conference Paper

Source:

2015 International Conference on VLSI Systems, Architecture, Technology and Applications, VLSI-SATA 2015, Institute of Electrical and Electronics Engineers Inc. (2015)

ISBN:

9781479979264

URL:

http://www.scopus.com/inward/record.url?eid=2-s2.0-84925618084&partnerID=40&md5=3e2ee773d992fb52ce7e48075714580d

Keywords:

Blind source separation, Cocktail party problems, Fast-ICA, Field programmable gate arrays (FPGA), FPGA implementations, Ground-borne vibrations, Independent component analysis, Independent component analysis(ICA), Separation problems, Source signals, Vibration analysis, Wireless communications, Wireless telecommunication systems

Abstract:

The source separation of low level ground borne vibration signals and its FPGA implementation is an exigent problem. This can be viewed as a complex version of the classical source separation problem, the 'cocktail party problem'. An extension of the basic Independent Component Analysis (ICA), a Blind Source Separation method is proposed in this particular case, as the damping of the ground borne vibration signals is significant. The separation of a set of signals from a set of observed signal mixtures, without the information about the source signals or the mixing process is known as Blind Source Separation (BSS). Field Programmable Gate Arrays (FPGA) are increasingly used various fields from audio to wireless communication. A suggested model for source separation of ground borne vibration on FPGA is discussed in this paper. © 2015 IEEE.

Notes:

cited By 0; Conference of 2015 International Conference on VLSI Systems, Architecture, Technology and Applications, VLSI-SATA 2015 ; Conference Date: 8 January 2015 Through 10 January 2015; Conference Code:111173

Cite this Research Publication

R.S. Geethu, Kumar, MbKrishna, and George, S. Nc, “A proposal for source separation of ground borne vibration signals and its FPGA implementation”, in 2015 International Conference on VLSI Systems, Architecture, Technology and Applications, VLSI-SATA 2015, 2015.