Round-Off Noise of Multiplicative FIR Filters Implemented on an FPGA Platform
AbstractThe paper analyzes the effects of round-off noise on Multiplicative Finite Impulse Response (MFIR) filters used to approximate the behavior of pole filters. General expressions to calculate the signal to round-off noise ratio of a cascade structure of Finite Impulse Response (FIR) filters are obtained and applied on the special case of MFIR filters. The analysis is based on fixed-point implementations, which are most common in digital signal processing algorithms implemented in Field-Programmable Gate-Array (FPGA) technology. Three well known scaling methods, i.e., L2 bound; infinity bound and absolute bound scaling are considered and compared. The paper shows that the ordering of the MFIR stages, in combination with the scaling methods, have an important impact on the round-off noise. An optimal ordering of the stages for a chosen scaling method can improve the round-off noise performance by 20 dB.
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Vandenbussche, J.-J.; Lee, P.; Peuteman, J. Round-Off Noise of Multiplicative FIR Filters Implemented on an FPGA Platform. Appl. Sci. 2014, 4, 99-127.
Vandenbussche J-J, Lee P, Peuteman J. Round-Off Noise of Multiplicative FIR Filters Implemented on an FPGA Platform. Applied Sciences. 2014; 4(2):99-127.Chicago/Turabian Style
Vandenbussche, Jean-Jacques; Lee, Peter; Peuteman, Joan. 2014. "Round-Off Noise of Multiplicative FIR Filters Implemented on an FPGA Platform." Appl. Sci. 4, no. 2: 99-127.