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Real-time blood flow estimation using a recursive least-squares lattice filter
Ultrasonic flow estimation involves Fourier-transforming data from successive pulses. The standard periodogram spectral estimate does not reflect the true velocity distribution in the blood and assumes quasi-stationarity in the data. Last year (see J.A. Jensen et al., IEEE Ultrasonics Symposium Proc...
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creator | Stetson, P.F. Jensen, J.A. |
description | Ultrasonic flow estimation involves Fourier-transforming data from successive pulses. The standard periodogram spectral estimate does not reflect the true velocity distribution in the blood and assumes quasi-stationarity in the data. Last year (see J.A. Jensen et al., IEEE Ultrasonics Symposium Proceedings, p. 1221-4, 1996), the authors demonstrated that a recursive lattice filter can yield results much closer to the correct velocity distribution. They have now implemented it in real time on a system with sixteen ADSP-21060 processors, interfaced to a commercial scanner. The system can perform real-time processing for both the periodogram and lattice-filter approaches and displays both results on a PC for comparison. Results are shown for phantom data and for demodulated data from the aorta and hepatic vein of a healthy subject. This demonstrates under clinical conditions that the lattice filter gives a more realistic velocity distribution and can track rapid changes in the flow. |
doi_str_mv | 10.1109/ULTSYM.1997.661807 |
format | conference_proceeding |
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The standard periodogram spectral estimate does not reflect the true velocity distribution in the blood and assumes quasi-stationarity in the data. Last year (see J.A. Jensen et al., IEEE Ultrasonics Symposium Proceedings, p. 1221-4, 1996), the authors demonstrated that a recursive lattice filter can yield results much closer to the correct velocity distribution. They have now implemented it in real time on a system with sixteen ADSP-21060 processors, interfaced to a commercial scanner. The system can perform real-time processing for both the periodogram and lattice-filter approaches and displays both results on a PC for comparison. Results are shown for phantom data and for demodulated data from the aorta and hepatic vein of a healthy subject. 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No.97CH36118)</title><addtitle>ULTSYM</addtitle><description>Ultrasonic flow estimation involves Fourier-transforming data from successive pulses. The standard periodogram spectral estimate does not reflect the true velocity distribution in the blood and assumes quasi-stationarity in the data. Last year (see J.A. Jensen et al., IEEE Ultrasonics Symposium Proceedings, p. 1221-4, 1996), the authors demonstrated that a recursive lattice filter can yield results much closer to the correct velocity distribution. They have now implemented it in real time on a system with sixteen ADSP-21060 processors, interfaced to a commercial scanner. The system can perform real-time processing for both the periodogram and lattice-filter approaches and displays both results on a PC for comparison. Results are shown for phantom data and for demodulated data from the aorta and hepatic vein of a healthy subject. This demonstrates under clinical conditions that the lattice filter gives a more realistic velocity distribution and can track rapid changes in the flow.</description><subject>Arteries</subject><subject>Blood flow</subject><subject>Displays</subject><subject>Filters</subject><subject>Frequency</subject><subject>Lattices</subject><subject>Real time systems</subject><subject>Recursive estimation</subject><subject>Scattering</subject><subject>Ultrasonic imaging</subject><issn>1051-0117</issn><isbn>0780341538</isbn><isbn>9780780341531</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>1997</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNotj81Kw0AURgdUsK2-QFfzAon3ZmYyyVKKfxAVtF24KjeTGxkZG81MFN--hbr64CwO5xNiiZAjQn21adavb4851rXNyxIrsCdiDrYCpdGo6lTMEAxmgGjPxTzGD4ACTKFn4umFKWTJf7JswzB0sg_Dr-R4IJT8sJNT9Lt3SXJkN43R_7AMTDFl8XuikaMMlJJ3LHsfEo8X4qynEPnyfxdic3uzXt1nzfPdw-q6yXyhbcrqyhrDJfWdUpXWbU-kWtSOis50ddVaV3BLbE1pe1BkjOmUgw6x1Mo6C2ohlkevZ-bt13ioHf-2x-tqD7CjTvo</recordid><startdate>1997</startdate><enddate>1997</enddate><creator>Stetson, P.F.</creator><creator>Jensen, J.A.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>1997</creationdate><title>Real-time blood flow estimation using a recursive least-squares lattice filter</title><author>Stetson, P.F. ; Jensen, J.A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i247t-98755e6afd33844bfaa3b14ca2d5d98b7c2ebae7567f03a555d3c0d116437c703</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>1997</creationdate><topic>Arteries</topic><topic>Blood flow</topic><topic>Displays</topic><topic>Filters</topic><topic>Frequency</topic><topic>Lattices</topic><topic>Real time systems</topic><topic>Recursive estimation</topic><topic>Scattering</topic><topic>Ultrasonic imaging</topic><toplevel>online_resources</toplevel><creatorcontrib>Stetson, P.F.</creatorcontrib><creatorcontrib>Jensen, J.A.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Xplore</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Stetson, P.F.</au><au>Jensen, J.A.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Real-time blood flow estimation using a recursive least-squares lattice filter</atitle><btitle>1997 IEEE Ultrasonics Symposium Proceedings. An International Symposium (Cat. No.97CH36118)</btitle><stitle>ULTSYM</stitle><date>1997</date><risdate>1997</risdate><volume>2</volume><spage>1259</spage><epage>1262 vol.2</epage><pages>1259-1262 vol.2</pages><issn>1051-0117</issn><isbn>0780341538</isbn><isbn>9780780341531</isbn><abstract>Ultrasonic flow estimation involves Fourier-transforming data from successive pulses. The standard periodogram spectral estimate does not reflect the true velocity distribution in the blood and assumes quasi-stationarity in the data. Last year (see J.A. Jensen et al., IEEE Ultrasonics Symposium Proceedings, p. 1221-4, 1996), the authors demonstrated that a recursive lattice filter can yield results much closer to the correct velocity distribution. They have now implemented it in real time on a system with sixteen ADSP-21060 processors, interfaced to a commercial scanner. The system can perform real-time processing for both the periodogram and lattice-filter approaches and displays both results on a PC for comparison. Results are shown for phantom data and for demodulated data from the aorta and hepatic vein of a healthy subject. This demonstrates under clinical conditions that the lattice filter gives a more realistic velocity distribution and can track rapid changes in the flow.</abstract><pub>IEEE</pub><doi>10.1109/ULTSYM.1997.661807</doi><oa>free_for_read</oa></addata></record> |
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identifier | ISSN: 1051-0117 |
ispartof | 1997 IEEE Ultrasonics Symposium Proceedings. An International Symposium (Cat. No.97CH36118), 1997, Vol.2, p.1259-1262 vol.2 |
issn | 1051-0117 |
language | eng |
recordid | cdi_ieee_primary_661807 |
source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Arteries Blood flow Displays Filters Frequency Lattices Real time systems Recursive estimation Scattering Ultrasonic imaging |
title | Real-time blood flow estimation using a recursive least-squares lattice filter |
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