Title :
An FPGA-based coded excitation system for ultrasonic imaging using a second-order, one-bit sigma-delta modulator
Author :
Sanchez, Jose R. ; Keating, Emma ; Muir, Sam ; Sandlund, Jacob ; Irwin, James
Author_Institution :
Electr. & Comput. Eng. Dept., Bradley Univ., Peoria, IL, USA
Abstract :
Coded excitation and pulse compression techniques have been used to improve the echo signal-to-noise ratio (eSNR) in ultrasonic imaging. However, most hardware use phase modulated codes over frequency modulated codes because of ease of implementation. In this study, a technique that converts non-binary frequency modulated codes into binary frequency modulated codes is evaluated. To convert from a non-binary to a binary code, a second-order, one-bit sigma delta modulator is used. This sigma-delta modulated code is generated in MATLAB which is then stored in a double data rate synchronous dynamic random access memory. A field programmable gate array, which has access to the memory device, transmits the binary waveform and is recorded using an oscilloscope. The recorded data is then filtered using the pulse-echo transducer model of a linear array with a center frequency of 8.4 MHz and a fractional bandwidth of 100% at -6 dB. Pulse compression was then performed using a matched filter, a mismatched filter, and a Wiener filter. Image quality metrics, such as modulation transfer function and sidelobe-to-mainlobe ratio, were used to assess compression performance. Overall, echoes compressed when the excitation is the sigma-delta modulated coded waveform resulted in no measurable difference in axial resolution.
Keywords :
Wiener filters; acoustic arrays; acoustic signal processing; echo; field programmable gate arrays; pulse compression; sigma-delta modulation; transfer function matrices; ultrasonic imaging; ultrasonic transducers; FPGA-based coded excitation system; MATLAB software; Wiener filter; axial resolution; binary frequency modulated codes; binary waveform; eSNR; echo signal-noise ratio; field programmable gate array; fractional bandwidth; frequency 8.4 MHz; image quality metrics; linear array; memory device; modulation transfer function; nonbinary frequency modulated codes; one-bit sigma-delta modulator; phase modulated codes; pulse compression; pulse compression techniques; pulse-echo transducer model; recorded data; second-order sigma delta modulator code; sidelobe-mainlobe ratio; sigma-delta modulated coded waveform; synchronous dynamic random access memory; ultrasonic imaging; Bandwidth; Chirp; Field programmable gate arrays; Frequency modulation; Sigma-delta modulation; Transducers;
Conference_Titel :
Electro/Information Technology (EIT), 2013 IEEE International Conference on
Conference_Location :
Rapid City, SD
Print_ISBN :
978-1-4673-5207-9
DOI :
10.1109/EIT.2013.6632667