Title :
Real time wavelet based denoising technique for liquid level system on FPGA platform
Author :
Koshy, Leji C. ; Gandhi, A. Sanjeevi
Author_Institution :
Dept. of Electron. & Instrum., Karunya Univ., Coimbatore, India
Abstract :
The main objective of this paper is to remove the high frequency measurement noise in real time from the output of the level transmitter which indicates the level of the process tank. The liquid level system consists of a level transmitter, PI controller and a control valve with actuator which when connected in closed loop can be approximated as a first order plant with time delay. The contaminated output of the liquid level system is de-noised using pipelined real time wavelet transform architecture implemented on FPGA using Xilinx System Generator and SPARTAN 3E development kit to ensure perfect reconstruction of the signal.
Keywords :
field programmable gate arrays; frequency measurement; level control; level measurement; noise abatement; noise measurement; sensors; transmitters; wavelet transforms; FPGA platform; PI controller; SPARTAN 3E development; Xilinx system generator; actuator; control valve; high frequency measurement noise removal; level transmitter; liquid level system; pipelined real time wavelet transform architecture; process tank; real time wavelet based denoising technique; signal reconstruction; time delay; Computer architecture; Delays; Field programmable gate arrays; Finite impulse response filters; Liquids; Noise measurement; Noise reduction; De-noise; Discrete wavelet transform; FPGA; Filter group delay; Liquid Level system; Pipelining; Soft-thresholding;
Conference_Titel :
Green Computing Communication and Electrical Engineering (ICGCCEE), 2014 International Conference on
Conference_Location :
Coimbatore
DOI :
10.1109/ICGCCEE.2014.6922212