Principles of MRI. Practical Issues in MRI T2 decay. Tissue is a combination of. Results are complex. Started talking about off-resonance

Size: px
Start display at page:

Download "Principles of MRI. Practical Issues in MRI T2 decay. Tissue is a combination of. Results are complex. Started talking about off-resonance"

Transcription

1 Projec Principles of MRI Lecure 18 EE225E / BIO265 Insrucor: Miki Lusig UC Berkeley, EECS No eams Oral presenaion (20min) Or, Repor as a wikepedia enry Level of presenaion -- assume exbook level of knowledge Grading based on accuracy, clariy and normalized by scope Work: Implemenaion Review of advanced opics/papers - could be from your own research Pick a opic, wrie a shor proposal (1-2paragraphs) Send me by March 03/ Las Time Pracical Issues in MRI T2 decay Map decay o k-space resul in arifacs Image weighing blurring in he readou Sared alking abou off-resonance Heerogeneous Tissue Tissue is a combinaion of Chemical shif Suscepibiliy Geomery Resuls are complex Ineresing cases: Blood (fmri) Lungs Trabecular bone Iron in brain / liver 3 4

2 Effec on Imaging Magniude Phase Geomeric Blurring All depend on spaial scale we look a and acquisiion sraegy Off Resonance Effec on FID Simple specroscopy experimen On resonance RF A/D Signal decays wih T2 e /T Off Resonance Effec on FID Simple specroscopy experimen Wih Suscepibiliy variaion, FID is: RF A/D Why? Off Resonance Effec on FID The field is: B(~r) = B 0 + E(~r) uniform error-field Error is spaial and specral In he roaing frame w0 ~B = E(~r)ˆk! E (~r) = E(~r) f E (~r) = E(~r) 2 7 8

3 Off Resonance Effec on FID Off - Resonance Effecs on FID m x,y (~r, ) =m xy (~r, 0)e i! E(~r) e Received signal is: s() = Z ~R m xy (~r, 0)e i! E(~r) e wih ime, phase dispersion causes signal cancellaion and loss. T 2(~r) T 2(~r) d~r magneizaion dephasing relaxaion 9 10 Off Resonance Effecs on FID Off Resonance Effecs on FID 11 12

4 Off Resonance Effecs on FID Example fmri T2*: No a good model for Large-Scale variaions (dephasing near sinuses) T2*: Is a good model for small scale disribued variaions (dephasing near capilaries) Off -Resonance Effecs on Imaging Off -Resonance Effecs on Imaging k x () neglecing T2 and subsiuing for : m xy (~r, ) =m xy (~r, 0)e i! E(~r) kx() 2 G x +TE e i2 k x()x d~r Tex k x = G x ( TE) ) = k x 2 2 G x + TE =TE Or, m xy (~r, ) =m xy (~r, 0)e i! E(~r)TE e i2 k x() x+! E (~r) Gx d~r The x-verse magneizaion is: phase/dephasing displacemen m xy (~r, ) =m xy (~r, 0)e i! E(~r) e T 2 (~r) e i2 k x()x d~r 15 16

5 Off -Resonance Effecs on Imaging mxy (~r, ) = mxy (~r, 0)e i!e (~ r )T E phase/dephasing Examples: e i2 kx ()! (~ r) x+ EGx signal loss d~r displacemen shape An on-resonance spin a posiion: x0 = x +!E (~r) Gx readou direcion? Produces he same signal as a spin a x, wih off-resonance! Fa on Gradien Echo Images waer and fa are in phase Examples: Phase vs Echo Time ou of phase waer and lipids in phase Example: Chemical Shif waer and lipids ou-of-phase x0 = x +!E (~r) Gx Increasing Gx reduces chemical shif arifac 19 20

6 Example: Le, A: x = x 0 2 G x =1 E(~r) =3! E (~r) =2 200 x =! E(~r) G x = x =1mm ppm KHz/cm Hz Hz 2 1 KHz/cm =0.2cm his is a shif of wo pixels! Effecs in Spin-Warp Off-Resonance Modes spaial disorions ( few pixels) Relaively benign arifacs Reduce arifacs wih large Gx Chemical-Shif Fa shif of 1.5T Fa image is displaced from Waer In pracice F/W shif limied o ~2pixels 2 pixels shif are wo cycles of linear phase across k-space 2 cyc 9.1 ms 220 Hz Off-Resonance in EPI Example: Lipids phase accumulaion poin-spread funcion Off-Resonance in EPI poin-spread funcion simulaion Leg 0.44cyc 1ms 1ms 0.44cyc 0.44cyc 1ms 96ms 42.24cyc 1ms 0.44cyc 23 24

7 Off-Resonance in Spiral phase accumulaion poin-spread funcion Off-Resonance in Spiral Readou 2ms 5ms 13ms Spiral scan wih linear off-resonance real imag 2 ms 0.88cyc 25 26

Principles of MRI EE225E / BIO265. Name That Artifact. RF Interference During Readout. RF Interference During Readout. Lecture 19

Principles of MRI EE225E / BIO265. Name That Artifact. RF Interference During Readout. RF Interference During Readout. Lecture 19 Name That Artifact Principles of MRI EE225E / BIO265 Lecture 19 Instructor: Miki Lustig UC Berkeley, EECS 1 http://mri-info.net 2 RF Interference During Readout RF Interference During Readout 1D FFT 1D

More information

HW6: MRI Imaging Pulse Sequences (7 Problems for 100 pts)

HW6: MRI Imaging Pulse Sequences (7 Problems for 100 pts) HW6: MRI Imaging Pulse Sequences (7 Problems for 100 ps) GOAL The overall goal of HW6 is o beer undersand pulse sequences for MRI image reconsrucion. OBJECTIVES 1) Design a spin echo pulse sequence o image

More information

SE Sequence: 90º, 180º RF Pulses, Readout Gradient e.g., 256 voxels in a row

SE Sequence: 90º, 180º RF Pulses, Readout Gradient e.g., 256 voxels in a row Ouline for Today 1. 2. 3. Inroducion o MRI Quanum NMR and MRI in 0D Magneizaion, m(x,), in a Voxel Proon T1 Spin Relaxaion in a Voxel Proon Densiy MRI in 1D MRI Case Sudy, and Cavea Skech of he MRI Device

More information

' ' ' t. Moving Spins. Phase of a Moving Spin. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2007 MRI Lecture 6

' ' ' t. Moving Spins. Phase of a Moving Spin. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2007 MRI Lecture 6 Moving Spins Bioengineering 28A Principles of Biomedical Imaging Fall Quarer 27 MRI Lecure 6 So far we have assumed ha he spins are no moving (aside from hermal moion giving rise o relaxaion), and conras

More information

' ' ' t. Moving Spins. Phase of a Moving Spin. Phase of Moving Spin. Bioengineering 280A Principles of Biomedical Imaging

' ' ' t. Moving Spins. Phase of a Moving Spin. Phase of Moving Spin. Bioengineering 280A Principles of Biomedical Imaging Moving Spins Bioengineering 28A Principles of Biomedical Imaging Fall Quarer 28 MRI Lecure 7 So far we have assumed ha he spins are no moving (aside from hermal moion giving rise o relaxaion), and conras

More information

Relaxation. T1 Values. Longitudinal Relaxation. dm z dt. = " M z T 1. (1" e "t /T 1 ) M z. (t) = M 0

Relaxation. T1 Values. Longitudinal Relaxation. dm z dt. =  M z T 1. (1 e t /T 1 ) M z. (t) = M 0 Relaxaion Bioengineering 28A Principles of Biomedical Imaging Fall Quarer 21 MRI Lecure 2 An exciaion pulse roaes he magneiaion vecor away from is equilibrium sae (purely longiudinal). The resuling vecor

More information

Moving Spins. Phase of a Moving Spin. Phase of Moving Spin. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2009 MRI Lecture 6

Moving Spins. Phase of a Moving Spin. Phase of Moving Spin. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2009 MRI Lecture 6 Moving Spins Bioengineering 28A Principles of Biomedical Imaging Fall Quarer 29 MRI Lecure 6 So far we have assumed ha he spins are no moving (aside from hermal moion giving rise o relaxaion), and conras

More information

Basic MR image encoding

Basic MR image encoding Basic MR image encoding HST.583: Funcional Magneic Resonance Imaging: Daa Acquisiion and Analysis Harvard-MIT Division of Healh Sciences and Technology Dr. Larry Wald Physical Foundaions of MRI Wha is

More information

Exam 8NC20-8NC29 - Introduction to NMR and MRI

Exam 8NC20-8NC29 - Introduction to NMR and MRI Exam 8NC-8NC9 - Inroducion o NMR and MRI Friday April 5, 8.-. h For his exam you may use an ordinary calculaor (no a graphical one). In oal here are 6 assignmens and a oal of 64 poins can be earned. You

More information

RF Excitation. Rotating Frame of Reference. RF Excitation. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2012 MRI Lecture 6

RF Excitation. Rotating Frame of Reference. RF Excitation. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2012 MRI Lecture 6 RF Exciaion Bioengineering 8A Principles of Biomedical Imaging Fall Quarer 1 MRI Lecure 6 hp://www.drcmr.dk/main/conen/view/13/74/ RF Exciaion Roaing Frame of Reference Reference everyhing o he magneic

More information

Sampling in k-space. Aliasing. Aliasing. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2010 MRI Lecture 3. Slower B z (x)=g x x

Sampling in k-space. Aliasing. Aliasing. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2010 MRI Lecture 3. Slower B z (x)=g x x Sampling in k-space Bioengineering 80A Principles of Biomedical Imaging Fall Quarer 00 MRI Lecure 3 Thomas Liu, BE80A, UCSD, Fall 008 Aliasing Aliasing Slower B z (G Faser Inuiive view of Aliasing FOV

More information

[ ]e TE /T 2(x,y ) Saturation Recovery Sequence. T1-Weighted Scans. T1-Weighted Scans. I(x, y) ρ(x, y) 1 e TR /T 1

[ ]e TE /T 2(x,y ) Saturation Recovery Sequence. T1-Weighted Scans. T1-Weighted Scans. I(x, y) ρ(x, y) 1 e TR /T 1 Sauraion Recovery Sequence 90 TE 90 TE 90 Bioengineering 280A Principles of Biomedical Imaging Fall Quarer 2015 MRI Lecure 5 TR Gradien Echo TR [ ]e TE /T 2 * (x,y ) I(x, y) = ρ(x, y) 1 e TR /T 1 (x,y)

More information

Refocusing t. Small Tip Angle Example. Small Tip Angle Example. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2010 MRI Lecture 5

Refocusing t. Small Tip Angle Example. Small Tip Angle Example. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2010 MRI Lecture 5 Bioengineering 280A Principles of Biomedical Imaging Fall Quarer 2010 MRI Lecure 5 RF N random seps of lengh d Refocusing ' M xy (,) = jm 0 "B 1 ()exp( jk(,))d %& 100 seps This has he 2D form random of

More information

Principles of MRI EE225E / BIO265. Lecture 14. Instructor: Miki Lustig UC Berkeley, EECS. M. Lustig, EECS UC Berkeley

Principles of MRI EE225E / BIO265. Lecture 14. Instructor: Miki Lustig UC Berkeley, EECS. M. Lustig, EECS UC Berkeley Principles of MRI Lecture 14 EE225E / BIO265 Instructor: Miki Lustig UC Berkeley, EECS Overview Last-Time: Non-Selective Excitation Excitation, inversion, spin-echo ~G ~r =0 Today: Selective Excitation

More information

Lecture #8 Redfield theory of NMR relaxation

Lecture #8 Redfield theory of NMR relaxation Lecure #8 Redfield heory of NMR relaxaion Topics The ineracion frame of reference Perurbaion heory The Maser Equaion Handous and Reading assignmens van de Ven, Chapers 6.2. Kowalewski, Chaper 4. Abragam

More information

' ' ' t. Moving Spins. Phase of Moving Spin. Phase of a Moving Spin. Bioengineering 280A Principles of Biomedical Imaging

' ' ' t. Moving Spins. Phase of Moving Spin. Phase of a Moving Spin. Bioengineering 280A Principles of Biomedical Imaging Moving Spins Bioengineering 8A Principles of Biomedical Imaging Fall Quarer 1 MRI Lecure 6 So far we have assumed ha he spins are no moving (aside from hermal moion giving rise o relaaion) and conras has

More information

k B 2 Radiofrequency pulses and hardware

k B 2 Radiofrequency pulses and hardware 1 Exra MR Problems DC Medical Imaging course April, 214 he problems below are harder, more ime-consuming, and inended for hose wih a more mahemaical background. hey are enirely opional, bu hopefully will

More information

Self-Diffusion Imaging by Spin Echo in Earth s Magnetic Field

Self-Diffusion Imaging by Spin Echo in Earth s Magnetic Field Journal of Magneic Resonance 136, 22 26 (1999) Aricle ID jmre.1998.1594, available online a hp://www.idealibrary.com on Self-Diffusion Imaging by Spin Echo in Earh s Magneic Field Aleš Mohorič, Janez Sepišnik,

More information

Principles of MRI. Vinyl Record. Last time: Today: Homework Due tonight! EE225E / BIO265. Transforms a temporal signal to a spatial signal

Principles of MRI. Vinyl Record. Last time: Today: Homework Due tonight! EE225E / BIO265. Transforms a temporal signal to a spatial signal What is this? ` Principles of MRI Lecture 05 EE225E / BIO265 Instructor: Miki Lustig UC Berkeley, EECS The first NMR spectrum of ethanol 1951. 1 2 Today Last time: Linear systems, Fourier Transforms, Sampling

More information

Advanced Imaging Techniques

Advanced Imaging Techniques Advanced Imaging Techniques Perfusion Imaging Prof. Dr. Frank G. Zöllner Compuer Assised Clinical Medicine Medical Faculy Mannheim Heidelberg Universiy Theodor-Kuzer-Ufer 1-3 D-68167 Mannheim, Germany

More information

Introduction to MRI Acquisition

Introduction to MRI Acquisition Introduction to MRI Acquisition James Meakin FMRIB Physics Group FSL Course, Bristol, September 2012 1 What are we trying to achieve? 2 What are we trying to achieve? Informed decision making: Protocols

More information

IB Physics Kinematics Worksheet

IB Physics Kinematics Worksheet IB Physics Kinemaics Workshee Wrie full soluions and noes for muliple choice answers. Do no use a calculaor for muliple choice answers. 1. Which of he following is a correc definiion of average acceleraion?

More information

Some Basic Information about M-S-D Systems

Some Basic Information about M-S-D Systems Some Basic Informaion abou M-S-D Sysems 1 Inroducion We wan o give some summary of he facs concerning unforced (homogeneous) and forced (non-homogeneous) models for linear oscillaors governed by second-order,

More information

Let us start with a two dimensional case. We consider a vector ( x,

Let us start with a two dimensional case. We consider a vector ( x, Roaion marices We consider now roaion marices in wo and hree dimensions. We sar wih wo dimensions since wo dimensions are easier han hree o undersand, and one dimension is a lile oo simple. However, our

More information

Contrast Mechanisms in MRI. Michael Jay Schillaci

Contrast Mechanisms in MRI. Michael Jay Schillaci Contrast Mechanisms in MRI Michael Jay Schillaci Overview Image Acquisition Basic Pulse Sequences Unwrapping K-Space Image Optimization Contrast Mechanisms Static and Motion Contrasts T1 & T2 Weighting,

More information

Ground Rules. PC1221 Fundamentals of Physics I. Kinematics. Position. Lectures 3 and 4 Motion in One Dimension. A/Prof Tay Seng Chuan

Ground Rules. PC1221 Fundamentals of Physics I. Kinematics. Position. Lectures 3 and 4 Motion in One Dimension. A/Prof Tay Seng Chuan Ground Rules PC11 Fundamenals of Physics I Lecures 3 and 4 Moion in One Dimension A/Prof Tay Seng Chuan 1 Swich off your handphone and pager Swich off your lapop compuer and keep i No alking while lecure

More information

Assignment 6. Tyler Shendruk December 6, 2010

Assignment 6. Tyler Shendruk December 6, 2010 Assignmen 6 Tyler Shendruk December 6, 1 1 Harden Problem 1 Le K be he coupling and h he exernal field in a 1D Ising model. From he lecures hese can be ransformed ino effecive coupling and fields K and

More information

1. VELOCITY AND ACCELERATION

1. VELOCITY AND ACCELERATION 1. VELOCITY AND ACCELERATION 1.1 Kinemaics Equaions s = u + 1 a and s = v 1 a s = 1 (u + v) v = u + as 1. Displacemen-Time Graph Gradien = speed 1.3 Velociy-Time Graph Gradien = acceleraion Area under

More information

PHYSICS 149: Lecture 9

PHYSICS 149: Lecture 9 PHYSICS 149: Lecure 9 Chaper 3 3.2 Velociy and Acceleraion 3.3 Newon s Second Law of Moion 3.4 Applying Newon s Second Law 3.5 Relaive Velociy Lecure 9 Purdue Universiy, Physics 149 1 Velociy (m/s) The

More information

NMR/MRI examination (8N080 / 3F240)

NMR/MRI examination (8N080 / 3F240) NMR/MRI examination (8N080 / 3F240) Remarks: 1. This test consists of 3 problems with at total of 26 sub-questions. 2. Questions are in English. You are allowed to answer them in English or Dutch. 3. Please

More information

2001 November 15 Exam III Physics 191

2001 November 15 Exam III Physics 191 1 November 15 Eam III Physics 191 Physical Consans: Earh s free-fall acceleraion = g = 9.8 m/s 2 Circle he leer of he single bes answer. quesion is worh 1 poin Each 3. Four differen objecs wih masses:

More information

NMR Spectroscopy: Principles and Applications. Nagarajan Murali 1D - Methods Lecture 5

NMR Spectroscopy: Principles and Applications. Nagarajan Murali 1D - Methods Lecture 5 NMR pecroscop: Principles and Applicaions Nagarajan Murali D - Mehods Lecure 5 D-NMR To full appreciae he workings of D NMR eperimens we need o a leas consider wo coupled spins. omeimes we need o go up

More information

Advanced Topics and Diffusion MRI

Advanced Topics and Diffusion MRI Advanced Topics and Diffusion MRI Slides originally by Karla Miller, FMRIB Centre Modified by Mark Chiew (mark.chiew@ndcn.ox.ac.uk) Slides available at: http://users.fmrib.ox.ac.uk/~mchiew/teaching/ MRI

More information

In this chapter the model of free motion under gravity is extended to objects projected at an angle. When you have completed it, you should

In this chapter the model of free motion under gravity is extended to objects projected at an angle. When you have completed it, you should Cambridge Universiy Press 978--36-60033-7 Cambridge Inernaional AS and A Level Mahemaics: Mechanics Coursebook Excerp More Informaion Chaper The moion of projeciles In his chaper he model of free moion

More information

EE 330 Lecture 23. Small Signal Analysis Small Signal Modelling

EE 330 Lecture 23. Small Signal Analysis Small Signal Modelling EE 330 Lecure 23 Small Signal Analysis Small Signal Modelling Exam 2 Friday March 9 Exam 3 Friday April 13 Review Session for Exam 2: 6:00 p.m. on Thursday March 8 in Room Sweeney 1116 Review from Las

More information

Mechanical Fatigue and Load-Induced Aging of Loudspeaker Suspension. Wolfgang Klippel,

Mechanical Fatigue and Load-Induced Aging of Loudspeaker Suspension. Wolfgang Klippel, Mechanical Faigue and Load-Induced Aging of Loudspeaker Suspension Wolfgang Klippel, Insiue of Acousics and Speech Communicaion Dresden Universiy of Technology presened a he ALMA Symposium 2012, Las Vegas

More information

RF Excitation. RF Excitation. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2013 MRI Lecture 4

RF Excitation. RF Excitation. Bioengineering 280A Principles of Biomedical Imaging. Fall Quarter 2013 MRI Lecture 4 Bioengineering 80A Principles of Biomedical Imaging Fall Quarer 013 MRI Lecure 4 TT. Liu, BE80A, UCSD Fall 01 Simplified Drawing of Basic Insrumenaion. Body lies on able encompassed by coils for saic field

More information

Course Notes for EE227C (Spring 2018): Convex Optimization and Approximation

Course Notes for EE227C (Spring 2018): Convex Optimization and Approximation Course Noes for EE7C Spring 018: Convex Opimizaion and Approximaion Insrucor: Moriz Hard Email: hard+ee7c@berkeley.edu Graduae Insrucor: Max Simchowiz Email: msimchow+ee7c@berkeley.edu Ocober 15, 018 3

More information

Today: Graphing. Note: I hope this joke will be funnier (or at least make you roll your eyes and say ugh ) after class. v (miles per hour ) Time

Today: Graphing. Note: I hope this joke will be funnier (or at least make you roll your eyes and say ugh ) after class. v (miles per hour ) Time +v Today: Graphing v (miles per hour ) 9 8 7 6 5 4 - - Time Noe: I hope his joke will be funnier (or a leas make you roll your eyes and say ugh ) afer class. Do yourself a favor! Prof Sarah s fail-safe

More information

Introduction to Biomedical Imaging

Introduction to Biomedical Imaging Alejandro Frangi, PhD Computational Imaging Lab Department of Information & Communication Technology Pompeu Fabra University www.cilab.upf.edu MRI advantages Superior soft-tissue contrast Depends on among

More information

Tissue Characteristics Module Three

Tissue Characteristics Module Three Tissue Characteristics Module Three 1 Equilibrium State Equilibrium State At equilibrium, the hydrogen vector is oriented in a direction parallel to the main magnetic field. Hydrogen atoms within the vector

More information

Lecture 9: September 25

Lecture 9: September 25 0-725: Opimizaion Fall 202 Lecure 9: Sepember 25 Lecurer: Geoff Gordon/Ryan Tibshirani Scribes: Xuezhi Wang, Subhodeep Moira, Abhimanu Kumar Noe: LaTeX emplae couresy of UC Berkeley EECS dep. Disclaimer:

More information

FREQUENCY SELECTIVE EXCITATION

FREQUENCY SELECTIVE EXCITATION PULSE SEQUENCES FREQUENCY SELECTIVE EXCITATION RF Grad 0 Sir Peter Mansfield A 1D IMAGE Field Strength / Frequency Position FOURIER PROJECTIONS MR Image Raw Data FFT of Raw Data BACK PROJECTION Image Domain

More information

Lecture 2-1 Kinematics in One Dimension Displacement, Velocity and Acceleration Everything in the world is moving. Nothing stays still.

Lecture 2-1 Kinematics in One Dimension Displacement, Velocity and Acceleration Everything in the world is moving. Nothing stays still. Lecure - Kinemaics in One Dimension Displacemen, Velociy and Acceleraion Everyhing in he world is moving. Nohing says sill. Moion occurs a all scales of he universe, saring from he moion of elecrons in

More information

Introduction to the Physics of NMR, MRI, BOLD fmri

Introduction to the Physics of NMR, MRI, BOLD fmri Pittsburgh, June 13-17, 2011 Introduction to the Physics of NMR, MRI, BOLD fmri (with an orientation toward the practical aspects of data acquisition) Pittsburgh, June 13-17, 2001 Functional MRI in Clinical

More information

Content-Based Shape Retrieval Using Different Shape Descriptors: A Comparative Study Dengsheng Zhang and Guojun Lu

Content-Based Shape Retrieval Using Different Shape Descriptors: A Comparative Study Dengsheng Zhang and Guojun Lu Conen-Based Shape Rerieval Using Differen Shape Descripors: A Comparaive Sudy Dengsheng Zhang and Guojun Lu Gippsland School of Compuing and Informaion Technology Monash Universiy Churchill, Vicoria 3842

More information

Testing What You Know Now

Testing What You Know Now Tesing Wha You Know Now To bes each you, I need o know wha you know now Today we ake a well-esablished quiz ha is designed o ell me his To encourage you o ake he survey seriously, i will coun as a clicker

More information

Acceleration. Part I. Uniformly Accelerated Motion: Kinematics & Geometry

Acceleration. Part I. Uniformly Accelerated Motion: Kinematics & Geometry Acceleraion Team: Par I. Uniformly Acceleraed Moion: Kinemaics & Geomery Acceleraion is he rae of change of velociy wih respec o ime: a dv/d. In his experimen, you will sudy a very imporan class of moion

More information

BNG/ECE 487 FINAL (W16)

BNG/ECE 487 FINAL (W16) BNG/ECE 487 FINAL (W16) NAME: 4 Problems for 100 pts This exam is closed-everything (no notes, books, etc.). Calculators are permitted. Possibly useful formulas and tables are provided on this page. Fourier

More information

Nuclear Magnetic Resonance Imaging

Nuclear Magnetic Resonance Imaging Nuclear Magnetic Resonance Imaging Jeffrey A. Fessler EECS Department The University of Michigan NSS-MIC: Fundamentals of Medical Imaging Oct. 20, 2003 NMR-0 Background Basic physics 4 magnetic fields

More information

Physics 235 Chapter 2. Chapter 2 Newtonian Mechanics Single Particle

Physics 235 Chapter 2. Chapter 2 Newtonian Mechanics Single Particle Chaper 2 Newonian Mechanics Single Paricle In his Chaper we will review wha Newon s laws of mechanics ell us abou he moion of a single paricle. Newon s laws are only valid in suiable reference frames,

More information

( ) = b n ( t) n " (2.111) or a system with many states to be considered, solving these equations isn t. = k U I ( t,t 0 )! ( t 0 ) (2.

( ) = b n ( t) n  (2.111) or a system with many states to be considered, solving these equations isn t. = k U I ( t,t 0 )! ( t 0 ) (2. Andrei Tokmakoff, MIT Deparmen of Chemisry, 3/14/007-6.4 PERTURBATION THEORY Given a Hamilonian H = H 0 + V where we know he eigenkes for H 0 : H 0 n = E n n, we can calculae he evoluion of he wavefuncion

More information

Solution: b All the terms must have the dimension of acceleration. We see that, indeed, each term has the units of acceleration

Solution: b All the terms must have the dimension of acceleration. We see that, indeed, each term has the units of acceleration PHYS 54 Tes Pracice Soluions Spring 8 Q: [4] Knowing ha in he ne epression a is acceleraion, v is speed, is posiion and is ime, from a dimensional v poin of view, he equaion a is a) incorrec b) correc

More information

Two Coupled Oscillators / Normal Modes

Two Coupled Oscillators / Normal Modes Lecure 3 Phys 3750 Two Coupled Oscillaors / Normal Modes Overview and Moivaion: Today we ake a small, bu significan, sep owards wave moion. We will no ye observe waves, bu his sep is imporan in is own

More information

Acceleration. Part I. Uniformly Accelerated Motion: Kinematics & Geometry

Acceleration. Part I. Uniformly Accelerated Motion: Kinematics & Geometry Acceleraion Team: Par I. Uniformly Acceleraed Moion: Kinemaics & Geomery Acceleraion is he rae of change of velociy wih respec o ime: a dv/d. In his experimen, you will sudy a very imporan class of moion

More information

Quantitative Susceptibility Mapping and Susceptibility Tensor Imaging. Magnetization and Susceptibility

Quantitative Susceptibility Mapping and Susceptibility Tensor Imaging. Magnetization and Susceptibility Quantitative Susceptibility Mapping and Susceptibility Tensor Imaging 1, Chunlei Liu, Ph.D. 1 Brain Imaging and Analysis Center Department of Radiology Duke University, Durham, NC, USA 1 Magnetization

More information

RF Excitation. RF Excitation. Bioengineering 280A Principles of Biomedical Imaging

RF Excitation. RF Excitation. Bioengineering 280A Principles of Biomedical Imaging Bioengineering 280A Principles of Biomedical Imaging Fall Quarer 2010 MRI Lecure 4 Simplified Drawing of Basic Insrumenaion. Body lies on able encompassed by coils for saic field B o, gradien fields (wo

More information

Rotation, Scale and Translation Resilient Public Watermarking for Images

Rotation, Scale and Translation Resilient Public Watermarking for Images Roaion Scale and Translaion Resilien Public Waermarking or Images Ching-Yung Lin a Min Wu b Jerey A. Bloom c Ma L. Miller c Ingemar J. Cox c Yui Man Lui d a Columbia Universiy New York NY b Princeon Universiy

More information

Field trip: Tuesday, Feb 5th

Field trip: Tuesday, Feb 5th Pulse Sequences Field trip: Tuesday, Feb 5th Hardware tour of VUIIIS Philips 3T Meet here at regular class time (11.15) Complete MRI screening form! Chuck Nockowski Philips Service Engineer Reminder: Project/Presentation

More information

Continuous Time Linear Time Invariant (LTI) Systems. Dr. Ali Hussein Muqaibel. Introduction

Continuous Time Linear Time Invariant (LTI) Systems. Dr. Ali Hussein Muqaibel. Introduction /9/ Coninuous Time Linear Time Invarian (LTI) Sysems Why LTI? Inroducion Many physical sysems. Easy o solve mahemaically Available informaion abou analysis and design. We can apply superposiion LTI Sysem

More information

Learning Enhancement Team

Learning Enhancement Team Learning Enhancemen Team Model answers: Exponenial Funcions Exponenial Funcions sudy guide 1 i) The base rae of growh b is equal o 3 You can see his by noicing ha 1b 36 in his sysem, dividing boh sides

More information

Kinematics Vocabulary. Kinematics and One Dimensional Motion. Position. Coordinate System in One Dimension. Kinema means movement 8.

Kinematics Vocabulary. Kinematics and One Dimensional Motion. Position. Coordinate System in One Dimension. Kinema means movement 8. Kinemaics Vocabulary Kinemaics and One Dimensional Moion 8.1 WD1 Kinema means movemen Mahemaical descripion of moion Posiion Time Inerval Displacemen Velociy; absolue value: speed Acceleraion Averages

More information

Fourier Series Approximation of a Square Wave *

Fourier Series Approximation of a Square Wave * OpenSax-CNX module: m4 Fourier Series Approximaion of a Square Wave * Don Johnson his work is produced by OpenSax-CNX and licensed under he Creaive Commons Aribuion License. Absrac Shows how o use Fourier

More information

Chapter 10 INDUCTANCE Recommended Problems:

Chapter 10 INDUCTANCE Recommended Problems: Chaper 0 NDUCTANCE Recommended Problems: 3,5,7,9,5,6,7,8,9,,,3,6,7,9,3,35,47,48,5,5,69, 7,7. Self nducance Consider he circui shown in he Figure. When he swich is closed, he curren, and so he magneic field,

More information

ψ(t) = V x (0)V x (t)

ψ(t) = V x (0)V x (t) .93 Home Work Se No. (Professor Sow-Hsin Chen Spring Term 5. Due March 7, 5. This problem concerns calculaions of analyical expressions for he self-inermediae scaering funcion (ISF of he es paricle in

More information

Exam I. Name. Answer: a. W B > W A if the volume of the ice cubes is greater than the volume of the water.

Exam I. Name. Answer: a. W B > W A if the volume of the ice cubes is greater than the volume of the water. Name Exam I 1) A hole is punched in a full milk caron, 10 cm below he op. Wha is he iniial veloci of ouflow? a. 1.4 m/s b. 2.0 m/s c. 2.8 m/s d. 3.9 m/s e. 2.8 m/s Answer: a 2) In a wind unnel he pressure

More information

Linear Response Theory: The connection between QFT and experiments

Linear Response Theory: The connection between QFT and experiments Phys540.nb 39 3 Linear Response Theory: The connecion beween QFT and experimens 3.1. Basic conceps and ideas Q: How do we measure he conduciviy of a meal? A: we firs inroduce a weak elecric field E, and

More information

4.5 Constant Acceleration

4.5 Constant Acceleration 4.5 Consan Acceleraion v() v() = v 0 + a a() a a() = a v 0 Area = a (a) (b) Figure 4.8 Consan acceleraion: (a) velociy, (b) acceleraion When he x -componen of he velociy is a linear funcion (Figure 4.8(a)),

More information

The electromagnetic interference in case of onboard navy ships computers - a new approach

The electromagnetic interference in case of onboard navy ships computers - a new approach The elecromagneic inerference in case of onboard navy ships compuers - a new approach Prof. dr. ing. Alexandru SOTIR Naval Academy Mircea cel Bărân, Fulgerului Sree, Consanţa, soiralexandru@yahoo.com Absrac.

More information

Magnetic Resonance Imaging. Pål Erik Goa Associate Professor in Medical Imaging Dept. of Physics

Magnetic Resonance Imaging. Pål Erik Goa Associate Professor in Medical Imaging Dept. of Physics Magnetic Resonance Imaging Pål Erik Goa Associate Professor in Medical Imaging Dept. of Physics pal.e.goa@ntnu.no 1 Why MRI? X-ray/CT: Great for bone structures and high spatial resolution Not so great

More information

KINEMATICS IN ONE DIMENSION

KINEMATICS IN ONE DIMENSION KINEMATICS IN ONE DIMENSION PREVIEW Kinemaics is he sudy of how hings move how far (disance and displacemen), how fas (speed and velociy), and how fas ha how fas changes (acceleraion). We say ha an objec

More information

Structural Dynamics and Earthquake Engineering

Structural Dynamics and Earthquake Engineering Srucural Dynamics and Earhquae Engineering Course 1 Inroducion. Single degree of freedom sysems: Equaions of moion, problem saemen, soluion mehods. Course noes are available for download a hp://www.c.up.ro/users/aurelsraan/

More information

st semester. Kei Sakaguchi

st semester. Kei Sakaguchi 0 s semeser MIMO Communicaion Sysems #5: MIMO Channel Capaciy Kei Sakaguchi ee ac May 7, 0 Schedule ( s half Dae Tex Conens # Apr. A-, B- Inroducion # Apr. 9 B-5, B-6 Fundamenals

More information

Chapter 2. Motion in One-Dimension I

Chapter 2. Motion in One-Dimension I Chaper 2. Moion in One-Dimension I Level : AP Physics Insrucor : Kim 1. Average Rae of Change and Insananeous Velociy To find he average velociy(v ) of a paricle, we need o find he paricle s displacemen

More information

EE225E/BIOE265 Spring 2013 Principles of MRI. Assignment 9 Solutions. Due April 29th, 2013

EE225E/BIOE265 Spring 2013 Principles of MRI. Assignment 9 Solutions. Due April 29th, 2013 EE5E/BIOE65 Spring 013 Principles of MRI Miki Lustig This is the last homework in class. Enjoy it. Assignment 9 Solutions Due April 9th, 013 1) In class when we presented the spin-echo saturation recovery

More information

Chapter 12: Velocity, acceleration, and forces

Chapter 12: Velocity, acceleration, and forces To Feel a Force Chaper Spring, Chaper : A. Saes of moion For moion on or near he surface of he earh, i is naural o measure moion wih respec o objecs fixed o he earh. The 4 hr. roaion of he earh has a measurable

More information

Optical Flow I. Guido Gerig CS 6320, Spring 2015

Optical Flow I. Guido Gerig CS 6320, Spring 2015 Opical Flow Guido Gerig CS 6320, Spring 2015 (credis: Marc Pollefeys UNC Chapel Hill, Comp 256 / K.H. Shafique, UCSF, CAP5415 / S. Narasimhan, CMU / Bahadir K. Gunurk, EE 7730 / Bradski&Thrun, Sanford

More information

arxiv:quant-ph/ v1 22 Sep 2006

arxiv:quant-ph/ v1 22 Sep 2006 Effecs of ground sae hyperfine shifs in quanum compuing wih opically hole burn maerials Karl Tordrup and Klaus Mølmer Lundbeck Foundaion Theoreical Cener for Quanum Sysem Research, Deparmen of Physics

More information

Module 2 F c i k c s la l w a s o s f dif di fusi s o i n

Module 2 F c i k c s la l w a s o s f dif di fusi s o i n Module Fick s laws of diffusion Fick s laws of diffusion and hin film soluion Adolf Fick (1855) proposed: d J α d d d J (mole/m s) flu (m /s) diffusion coefficien and (mole/m 3 ) concenraion of ions, aoms

More information

MRI in Review: Simple Steps to Cutting Edge Part I

MRI in Review: Simple Steps to Cutting Edge Part I MRI in Review: Simple Steps to Cutting Edge Part I DWI is now 2 years old... Mike Moseley Radiology Stanford DWI, b = 1413 T2wt, 28/16 ASN 21 San Francisco + Disclosures: Funding NINDS, NCRR, NCI 45 minutes

More information

!!"#"$%&#'()!"#&'(*%)+,&',-)./0)1-*23)

!!#$%&#'()!#&'(*%)+,&',-)./0)1-*23) "#"$%&#'()"#&'(*%)+,&',-)./)1-*) #$%&'()*+,&',-.%,/)*+,-&1*#$)()5*6$+$%*,7&*-'-&1*(,-&*6&,7.$%$+*&%'(*8$&',-,%'-&1*(,-&*6&,79*(&,%: ;..,*&1$&$.$%&'()*1$$.,'&',-9*(&,%)?%*,('&5

More information

Lecture 10: Wave equation, solution by spherical means

Lecture 10: Wave equation, solution by spherical means Lecure : Wave equaion, soluion by spherical means Physical modeling eample: Elasodynamics u (; ) displacemen vecor in elasic body occupying a domain U R n, U, The posiion of he maerial poin siing a U in

More information

Summary of shear rate kinematics (part 1)

Summary of shear rate kinematics (part 1) InroToMaFuncions.pdf 4 CM465 To proceed o beer-designed consiuive equaions, we need o know more abou maerial behavior, i.e. we need more maerial funcions o predic, and we need measuremens of hese maerial

More information

13.3 Term structure models

13.3 Term structure models 13.3 Term srucure models 13.3.1 Expecaions hypohesis model - Simples "model" a) shor rae b) expecaions o ge oher prices Resul: y () = 1 h +1 δ = φ( δ)+ε +1 f () = E (y +1) (1) =δ + φ( δ) f (3) = E (y +)

More information

M. Lustig, EECS UC Berkeley. Principles of MRI EE225E / BIO265

M. Lustig, EECS UC Berkeley. Principles of MRI EE225E / BIO265 Principles of MRI EE225E / BIO265 RF Excitation (Chap. 6) Energy is deposited into the system RF pulses used for: Excitation Contrast manipulation Refocussing (...more later) Saturation Tagging Transfer

More information

Lecture 4 Kinetics of a particle Part 3: Impulse and Momentum

Lecture 4 Kinetics of a particle Part 3: Impulse and Momentum MEE Engineering Mechanics II Lecure 4 Lecure 4 Kineics of a paricle Par 3: Impulse and Momenum Linear impulse and momenum Saring from he equaion of moion for a paricle of mass m which is subjeced o an

More information

Practicing Problem Solving and Graphing

Practicing Problem Solving and Graphing Pracicing Problem Solving and Graphing Tes 1: Jan 30, 7pm, Ming Hsieh G20 The Bes Ways To Pracice for Tes Bes If need more, ry suggesed problems from each new opic: Suden Response Examples A pas opic ha

More information

Applications of Spin Echo and Gradient Echo: Diffusion and Susceptibility Contrast

Applications of Spin Echo and Gradient Echo: Diffusion and Susceptibility Contrast Applications of Spin Echo and Gradient Echo: Diffusion and Susceptibility Contrast Chunlei Liu, PhD Department of Electrical Engineering & Computer Sciences and Helen Wills Neuroscience Institute University

More information

More Digital Logic. t p output. Low-to-high and high-to-low transitions could have different t p. V in (t)

More Digital Logic. t p output. Low-to-high and high-to-low transitions could have different t p. V in (t) EECS 4 Spring 23 Lecure 2 EECS 4 Spring 23 Lecure 2 More igial Logic Gae delay and signal propagaion Clocked circui elemens (flip-flop) Wriing a word o memory Simplifying digial circuis: Karnaugh maps

More information

Y 0.4Y 0.45Y Y to a proper ARMA specification.

Y 0.4Y 0.45Y Y to a proper ARMA specification. HG Jan 04 ECON 50 Exercises II - 0 Feb 04 (wih answers Exercise. Read secion 8 in lecure noes 3 (LN3 on he common facor problem in ARMA-processes. Consider he following process Y 0.4Y 0.45Y 0.5 ( where

More information

Advanced FDTD Algorithms

Advanced FDTD Algorithms EE 5303 Elecromagneic Analsis Using Finie Difference Time Domain Lecure #5 Advanced FDTD Algorihms Lecure 5 These noes ma conain coprighed maerial obained under fair use rules. Disribuion of hese maerials

More information

Theory of! Partial Differential Equations-I!

Theory of! Partial Differential Equations-I! hp://users.wpi.edu/~grear/me61.hml! Ouline! Theory o! Parial Dierenial Equaions-I! Gréar Tryggvason! Spring 010! Basic Properies o PDE!! Quasi-linear Firs Order Equaions! - Characerisics! - Linear and

More information

Non-uniform circular motion *

Non-uniform circular motion * OpenSax-CNX module: m14020 1 Non-uniform circular moion * Sunil Kumar Singh This work is produced by OpenSax-CNX and licensed under he Creaive Commons Aribuion License 2.0 Wha do we mean by non-uniform

More information

NEWTON S SECOND LAW OF MOTION

NEWTON S SECOND LAW OF MOTION Course and Secion Dae Names NEWTON S SECOND LAW OF MOTION The acceleraion of an objec is defined as he rae of change of elociy. If he elociy changes by an amoun in a ime, hen he aerage acceleraion during

More information

Final Spring 2007

Final Spring 2007 .615 Final Spring 7 Overview The purpose of he final exam is o calculae he MHD β limi in a high-bea oroidal okamak agains he dangerous n = 1 exernal ballooning-kink mode. Effecively, his corresponds o

More information

F (u) du. or f(t) = t

F (u) du. or f(t) = t 8.3 Topic 9: Impulses and dela funcions. Auor: Jeremy Orloff Reading: EP 4.6 SN CG.3-4 pp.2-5. Warmup discussion abou inpu Consider e rae equaion d + k = f(). To be specific, assume is in unis of d kilograms.

More information

Robotics I. April 11, The kinematics of a 3R spatial robot is specified by the Denavit-Hartenberg parameters in Tab. 1.

Robotics I. April 11, The kinematics of a 3R spatial robot is specified by the Denavit-Hartenberg parameters in Tab. 1. Roboics I April 11, 017 Exercise 1 he kinemaics of a 3R spaial robo is specified by he Denavi-Harenberg parameers in ab 1 i α i d i a i θ i 1 π/ L 1 0 1 0 0 L 3 0 0 L 3 3 able 1: able of DH parameers of

More information

Sequential Importance Resampling (SIR) Particle Filter

Sequential Importance Resampling (SIR) Particle Filter Paricle Filers++ Pieer Abbeel UC Berkeley EECS Many slides adaped from Thrun, Burgard and Fox, Probabilisic Roboics 1. Algorihm paricle_filer( S -1, u, z ): 2. Sequenial Imporance Resampling (SIR) Paricle

More information

Physical fundamentals of magnetic resonance imaging

Physical fundamentals of magnetic resonance imaging Physical fundamentals of magnetic resonance imaging Stepan Sereda University of Bonn 1 / 26 Why? Figure 1 : Full body MRI scan (Source: [4]) 2 / 26 Overview Spin angular momentum Rotating frame and interaction

More information