Romberg - Revision history

Ranjelin: /* [http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes.html Course Notes for ECE 6250], Advanced Topics in Digital Signal Processing, Fall 2007, Georgia Tech */

Ranjelin — Mon, 05 Dec 2011 06:34:57 GMT

[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes.html Course Notes for ECE 6250], Advanced Topics in Digital Signal Processing, Fall 2007, Georgia Tech

←Older revision		Revision as of 06:34, 5 December 2011
Line 18:		Line 18:
	[http://users.ece.gatech.edu/~justin/ssp2007/ssp07-cs-tutorial.pdf by Justin Romberg & Michael Wakin presented at IEEE 14th Workshop on Statistical Signal Processing, Madison Wisconsin, August 26, 2007]		[http://users.ece.gatech.edu/~justin/ssp2007/ssp07-cs-tutorial.pdf by Justin Romberg & Michael Wakin presented at IEEE 14th Workshop on Statistical Signal Processing, Madison Wisconsin, August 26, 2007]

-	==[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-~~2007~~/~~Course_Notes~~.html Course Notes for ECE 6250], Advanced Topics in Digital Signal Processing, Fall ~~2007~~, Georgia Tech==	+	==[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2011/styled/index.html Course Notes for ECE 6250], Advanced Topics in Digital Signal Processing, Fall 2011, Georgia Tech==
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-01.pdf sampling theory]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-02.pdf changing the sampling rate]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-03.pdf sneak preview of filter banks]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-04.pdf random processes and LTI systems]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-05.pdf oversampling and quantization]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-06.pdf noise shaping and quantization]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-07.pdf introduction to vector spaces]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-08.pdf inner products and orthobases]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-09.pdf Parseval and JPEG]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-10.pdf Gram-Schmidt]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-11.pdf norm Approximation and IRLS]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-12.pdf Shannon wavelets]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-13.pdf Shannon wavelets cont. and Haar Wavelets]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-14.pdf multiresolution analysis]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-15.pdf wavelet approximation and design]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-16.pdf the discrete wavelet transform and 2D wavelets]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-17.pdf wavelet applications: denoising and compression]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-18.pdf wavelets and time-frequency tilings]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-19.pdf introduction to least-squares signal processing]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-20.pdf the SVD and least-squares]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-21.pdf the pseudo inverse and stable reconstruction]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-22.pdf Tikhonov regularization and total least-squares]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-23.pdf weighted least-squares and best linear unbiased estimators]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-24.pdf recursive least-squares and the Kalman filter]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-25.pdf Pisarenko and MUSIC]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-26.pdf the Karhunen-Loeve Transform and Principal Components Analysis]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-27.pdf bandlimited reconstruction]	+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-28.pdf alternating projections and POCS]	+
-		+
-	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/errata.txt Errata]	+

Ranjelin at 05:13, 25 August 2008

Ranjelin — Mon, 25 Aug 2008 05:13:13 GMT

←Older revision		Revision as of 05:13, 25 August 2008
Line 1:		Line 1:
	=JUSTIN ROMBERG=		=JUSTIN ROMBERG=
	[[Image:Romberg.jpg\|thumb\|right\|442px\|Justin Romberg, ca. 2008]]		[[Image:Romberg.jpg\|thumb\|right\|442px\|Justin Romberg, ca. 2008]]
-	Justin Romberg received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.	+	[http://users.ece.gatech.edu/~justin/Justin_Romberg.html Justin Romberg] received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.
	Romberg co-authored many publications with Prof. Richard Baraniuk at Rice, and was a Texas Instruments Distinguished Graduate Fellow.		Romberg co-authored many publications with Prof. Richard Baraniuk at Rice, and was a Texas Instruments Distinguished Graduate Fellow.
	Romberg spent Fall 2003 as visitor at Laboratoire Jacques-Louis Lions at Paris VI,		Romberg spent Fall 2003 as visitor at Laboratoire Jacques-Louis Lions at Paris VI,

Ranjelin at 22:28, 24 August 2008

Ranjelin — Sun, 24 Aug 2008 22:28:09 GMT

←Older revision		Revision as of 22:28, 24 August 2008
Line 18:		Line 18:
	[http://users.ece.gatech.edu/~justin/ssp2007/ssp07-cs-tutorial.pdf by Justin Romberg & Michael Wakin presented at IEEE 14th Workshop on Statistical Signal Processing, Madison Wisconsin, August 26, 2007]		[http://users.ece.gatech.edu/~justin/ssp2007/ssp07-cs-tutorial.pdf by Justin Romberg & Michael Wakin presented at IEEE 14th Workshop on Statistical Signal Processing, Madison Wisconsin, August 26, 2007]

-	==Course Notes for ECE 6250, Fall 2007==	+	==[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes.html Course Notes for ECE 6250], Advanced Topics in Digital Signal Processing, Fall 2007, Georgia Tech==
	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-01.pdf sampling theory]		*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-01.pdf sampling theory]
	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-02.pdf changing the sampling rate]		*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-02.pdf changing the sampling rate]

Ranjelin at 22:16, 24 August 2008

Ranjelin — Sun, 24 Aug 2008 22:16:37 GMT

←Older revision		Revision as of 22:16, 24 August 2008
Line 18:		Line 18:
	[http://users.ece.gatech.edu/~justin/ssp2007/ssp07-cs-tutorial.pdf by Justin Romberg & Michael Wakin presented at IEEE 14th Workshop on Statistical Signal Processing, Madison Wisconsin, August 26, 2007]		[http://users.ece.gatech.edu/~justin/ssp2007/ssp07-cs-tutorial.pdf by Justin Romberg & Michael Wakin presented at IEEE 14th Workshop on Statistical Signal Processing, Madison Wisconsin, August 26, 2007]

-	==Course Notes==	+	==Course Notes for ECE 6250, Fall 2007==
	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-01.pdf sampling theory]		*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-01.pdf sampling theory]
	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-02.pdf changing the sampling rate]		*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-02.pdf changing the sampling rate]

Ranjelin at 22:13, 24 August 2008

Ranjelin — Sun, 24 Aug 2008 22:13:37 GMT

←Older revision		Revision as of 22:13, 24 August 2008
Line 1:		Line 1:
	=JUSTIN ROMBERG=		=JUSTIN ROMBERG=
-	[[Image:Romberg.jpg\|thumb\|~~left~~\|442px\|Justin Romberg, ca. 2008]]	+	[[Image:Romberg.jpg\|thumb\|right\|442px\|Justin Romberg, ca. 2008]]
	Justin Romberg received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.		Justin Romberg received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.
	Romberg co-authored many publications with Prof. Richard Baraniuk at Rice, and was a Texas Instruments Distinguished Graduate Fellow.		Romberg co-authored many publications with Prof. Richard Baraniuk at Rice, and was a Texas Instruments Distinguished Graduate Fellow.
Line 17:		Line 17:
	== Compressed Sensing: A Tutorial ==		== Compressed Sensing: A Tutorial ==
	[http://users.ece.gatech.edu/~justin/ssp2007/ssp07-cs-tutorial.pdf by Justin Romberg & Michael Wakin presented at IEEE 14th Workshop on Statistical Signal Processing, Madison Wisconsin, August 26, 2007]		[http://users.ece.gatech.edu/~justin/ssp2007/ssp07-cs-tutorial.pdf by Justin Romberg & Michael Wakin presented at IEEE 14th Workshop on Statistical Signal Processing, Madison Wisconsin, August 26, 2007]
		+
		+	==Course Notes==
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-01.pdf sampling theory]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-02.pdf changing the sampling rate]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-03.pdf sneak preview of filter banks]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-04.pdf random processes and LTI systems]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-05.pdf oversampling and quantization]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-06.pdf noise shaping and quantization]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-07.pdf introduction to vector spaces]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-08.pdf inner products and orthobases]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-09.pdf Parseval and JPEG]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-10.pdf Gram-Schmidt]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-11.pdf norm Approximation and IRLS]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-12.pdf Shannon wavelets]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-13.pdf Shannon wavelets cont. and Haar Wavelets]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-14.pdf multiresolution analysis]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-15.pdf wavelet approximation and design]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-16.pdf the discrete wavelet transform and 2D wavelets]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-17.pdf wavelet applications: denoising and compression]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-18.pdf wavelets and time-frequency tilings]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-19.pdf introduction to least-squares signal processing]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-20.pdf the SVD and least-squares]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-21.pdf the pseudo inverse and stable reconstruction]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-22.pdf Tikhonov regularization and total least-squares]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-23.pdf weighted least-squares and best linear unbiased estimators]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-24.pdf recursive least-squares and the Kalman filter]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-25.pdf Pisarenko and MUSIC]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-26.pdf the Karhunen-Loeve Transform and Principal Components Analysis]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-27.pdf bandlimited reconstruction]
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/notes-28.pdf alternating projections and POCS]
		+
		+	*[http://users.ece.gatech.edu/~justin/ECE-6250-Fall-2007/Course_Notes_files/errata.txt Errata]

Ranjelin at 04:33, 24 August 2008

Ranjelin — Sun, 24 Aug 2008 04:33:40 GMT

←Older revision		Revision as of 04:33, 24 August 2008
Line 1:		Line 1:
	=JUSTIN ROMBERG=		=JUSTIN ROMBERG=
-	[[Image:Romberg.jpg\|thumb\|left\|442px\|Justin Romberg]]	+	[[Image:Romberg.jpg\|thumb\|left\|442px\|Justin Romberg, ca. 2008]]
	Justin Romberg received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.		Justin Romberg received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.
	Romberg co-authored many publications with Prof. Richard Baraniuk at Rice, and was a Texas Instruments Distinguished Graduate Fellow.		Romberg co-authored many publications with Prof. Richard Baraniuk at Rice, and was a Texas Instruments Distinguished Graduate Fellow.

Ranjelin: /* JUSTIN ROMBERG */

Ranjelin — Sun, 24 Aug 2008 04:33:01 GMT

JUSTIN ROMBERG

←Older revision		Revision as of 04:33, 24 August 2008
Line 5:		Line 5:
	Romberg spent Fall 2003 as visitor at Laboratoire Jacques-Louis Lions at Paris VI,		Romberg spent Fall 2003 as visitor at Laboratoire Jacques-Louis Lions at Paris VI,
	and Fall 2004 as visiting Fellow at UCLA's Institute for Pure and Applied Mathematics.		and Fall 2004 as visiting Fellow at UCLA's Institute for Pure and Applied Mathematics.
-	He was a Postdoctoral Scholar in Applied and Computational Mathematics at Caltech from 2003-2006.	+	He was a Postdoctoral Scholar in Applied and Computational Mathematics at Caltech from 2003 until 2006.
	He joined Georgia Institute of Technology in 2006 as Assistant Professor in the School of Electrical and Computer Engineering.		He joined Georgia Institute of Technology in 2006 as Assistant Professor in the School of Electrical and Computer Engineering.

Line 11:		Line 11:
	Justin Romberg won the Office of Naval Research Young Investigator Award in 2008		Justin Romberg won the Office of Naval Research Young Investigator Award in 2008
	for his proposal “Compressive Sampling for Next-Generation Signal Acquisition".		for his proposal “Compressive Sampling for Next-Generation Signal Acquisition".
-	Dr. Romberg's research ~~centers~~ on mathematics of data acquisition.	+	Dr. Romberg's research focuses on mathematics of data acquisition.
	He is interested in how randomness increases efficiency in data acquisition, in particular, reducing both cost and computational complexity of high-resolution sensing systems.		He is interested in how randomness increases efficiency in data acquisition, in particular, reducing both cost and computational complexity of high-resolution sensing systems.
	This work will influence the design of next-generation analog-to-digital converters, radar imaging platforms, and Magnetic Resonance Imaging (MRI) systems.		This work will influence the design of next-generation analog-to-digital converters, radar imaging platforms, and Magnetic Resonance Imaging (MRI) systems.

Ranjelin: /* JUSTIN ROMBERG */

Ranjelin — Sat, 23 Aug 2008 23:12:10 GMT

JUSTIN ROMBERG

←Older revision		Revision as of 23:12, 23 August 2008
Line 3:		Line 3:
	Justin Romberg received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.		Justin Romberg received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.
	Romberg co-authored many publications with Prof. Richard Baraniuk at Rice, and was a Texas Instruments Distinguished Graduate Fellow.		Romberg co-authored many publications with Prof. Richard Baraniuk at Rice, and was a Texas Instruments Distinguished Graduate Fellow.
-	Romberg spent Fall 2003 as a visitor at Laboratoire Jacques-Louis Lions at Paris VI,	+	Romberg spent Fall 2003 as visitor at Laboratoire Jacques-Louis Lions at Paris VI,
-	and Fall 2004 as a visiting Fellow at UCLA's Institute for Pure and Applied Mathematics.	+	and Fall 2004 as visiting Fellow at UCLA's Institute for Pure and Applied Mathematics.
	He was a Postdoctoral Scholar in Applied and Computational Mathematics at Caltech from 2003-2006.		He was a Postdoctoral Scholar in Applied and Computational Mathematics at Caltech from 2003-2006.
	He joined Georgia Institute of Technology in 2006 as Assistant Professor in the School of Electrical and Computer Engineering.		He joined Georgia Institute of Technology in 2006 as Assistant Professor in the School of Electrical and Computer Engineering.

Ranjelin at 23:11, 23 August 2008

Ranjelin — Sat, 23 Aug 2008 23:11:44 GMT

←Older revision		Revision as of 23:11, 23 August 2008
Line 2:		Line 2:
	[[Image:Romberg.jpg\|thumb\|left\|442px\|Justin Romberg]]		[[Image:Romberg.jpg\|thumb\|left\|442px\|Justin Romberg]]
	Justin Romberg received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.		Justin Romberg received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.
-	Romberg co-authored many publications with ~~Professor~~ Richard Baraniuk at Rice, and was a Texas Instruments Distinguished Graduate Fellow.	+	Romberg co-authored many publications with Prof. Richard Baraniuk at Rice, and was a Texas Instruments Distinguished Graduate Fellow.
	Romberg spent Fall 2003 as a visitor at Laboratoire Jacques-Louis Lions at Paris VI,		Romberg spent Fall 2003 as a visitor at Laboratoire Jacques-Louis Lions at Paris VI,
	and Fall 2004 as a visiting Fellow at UCLA's Institute for Pure and Applied Mathematics.		and Fall 2004 as a visiting Fellow at UCLA's Institute for Pure and Applied Mathematics.

Ranjelin at 23:11, 23 August 2008

Ranjelin — Sat, 23 Aug 2008 23:11:07 GMT

←Older revision		Revision as of 23:11, 23 August 2008
Line 2:		Line 2:
	[[Image:Romberg.jpg\|thumb\|left\|442px\|Justin Romberg]]		[[Image:Romberg.jpg\|thumb\|left\|442px\|Justin Romberg]]
	Justin Romberg received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.		Justin Romberg received the BS (1997), MS (1999), and PhD (2003) degrees in Electrical and Computer Engineering from Rice University.
		+	Romberg co-authored many publications with Professor Richard Baraniuk at Rice, and was a Texas Instruments Distinguished Graduate Fellow.
		+	Romberg spent Fall 2003 as a visitor at Laboratoire Jacques-Louis Lions at Paris VI,
		+	and Fall 2004 as a visiting Fellow at UCLA's Institute for Pure and Applied Mathematics.
	He was a Postdoctoral Scholar in Applied and Computational Mathematics at Caltech from 2003-2006.		He was a Postdoctoral Scholar in Applied and Computational Mathematics at Caltech from 2003-2006.
-	~~ At Rice, Romberg co-authored many publications with Professor Richard Baraniuk, and was a Texas Instruments Distinguished Graduate Fellow.~~	+	He joined Georgia Institute of Technology in 2006 as Assistant Professor in the School of Electrical and Computer Engineering.
-	He joined Georgia Institute of Technology in 2006 as an Assistant Professor in the School of Electrical and Computer Engineering.	+

-	Justin Romberg spent Fall 2003 as a visitor at Laboratoire Jacques-Louis Lions at Paris VI,
-	and Fall 2004 as a visiting Fellow at UCLA's Institute for Pure and Applied Mathematics.

	Justin Romberg won the Office of Naval Research Young Investigator Award in 2008		Justin Romberg won the Office of Naval Research Young Investigator Award in 2008
	for his proposal “Compressive Sampling for Next-Generation Signal Acquisition".		for his proposal “Compressive Sampling for Next-Generation Signal Acquisition".
	Dr. Romberg's research centers on mathematics of data acquisition.		Dr. Romberg's research centers on mathematics of data acquisition.
-	~~In particular, he~~ is interested in how randomness ~~can actually help~~ in data acquisition, ~~potentially~~ reducing both cost and computational complexity of high-resolution sensing systems.	+	He is interested in how randomness increases efficiency in data acquisition, in particular, reducing both cost and computational complexity of high-resolution sensing systems.
-	This work will influence the design of next-generation analog-to-digital converters, radar imaging platforms, and MRI systems.	+	This work will influence the design of next-generation analog-to-digital converters, radar imaging platforms, and Magnetic Resonance Imaging (MRI) systems.

	== Compressed Sensing: A Tutorial ==		== Compressed Sensing: A Tutorial ==
	[http://users.ece.gatech.edu/~justin/ssp2007/ssp07-cs-tutorial.pdf by Justin Romberg & Michael Wakin presented at IEEE 14th Workshop on Statistical Signal Processing, Madison Wisconsin, August 26, 2007]		[http://users.ece.gatech.edu/~justin/ssp2007/ssp07-cs-tutorial.pdf by Justin Romberg & Michael Wakin presented at IEEE 14th Workshop on Statistical Signal Processing, Madison Wisconsin, August 26, 2007]