Title :
FPGA implementation of a channel noise canceller for image transmission
Author :
Tehrani, Omid Sharifi ; Ashourian, Mohsen ; Moallem, Payman
Author_Institution :
Najafabad Branch, Commun. Eng., Islamic Azad Univ., Najafabad, Iran
Abstract :
An FPGA-based channel noise canceller using a fixed-point standard-LMS algorithm for image transmission is proposed. The proposed core is designed in VHDL93 language as basis of FIR adaptive filter. The proposed model uses 12-bits word-length for digital input data while internal computations are based on 17-bits word-length because of considering guard bits to prevent overflow. The designed core is FPGA-brand-independent, thus can be implemented on any brand to create a system-on-programmable-chip (SoPC). In this paper, XILINX SPARTAN3E and VIRTEX4 FPGA series are used as implementation platform. A discussion is made on DSP, Hardware/Software co-design and pure-hardware implementations. Although using a pure-hardware implementation results in better performance, it is more complex than other structures. Results obtained show improvements in area-resource utilization, convergence speed and performance in the designed pure-hardware channel noise canceller core.
Keywords :
FIR filters; adaptive filters; digital signal processing chips; field programmable gate arrays; hardware-software codesign; interference suppression; least mean squares methods; visual communication; wireless channels; DSP; FIR filter; FPGA; LMS algorithm; VHDL93 language; adaptive filter; channel noise canceller; hardware-software co-design; image transmission; system on programmable-chip; Adaptive filters; Algorithm design and analysis; Field programmable gate arrays; Finite impulse response filter; Least squares approximation; Signal processing algorithms; Wiener filter; Adaptive Filter; Channel Noise Cancellation; FPGA; Image; LMS Algorithm;
Conference_Titel :
Machine Vision and Image Processing (MVIP), 2010 6th Iranian
Conference_Location :
Isfahan
Print_ISBN :
978-1-4244-9706-5
DOI :
10.1109/IranianMVIP.2010.5941155