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### L19 - MMSE Estimation for Random Processes

Course: ECE 805, Spring 2012
School: Ohio State
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Ohio State - ECE - 805
Ohio State - ECE - 805
EE 805, Random Processes and Linear Systems OSU, Winter 2012 Problem Set 1 Problem 1Jan. 6, 2012 Due: Jan. 18, 2012Let = (0, 1], let F be a -algebra of subsets of which includes the intervals, and let P be a probability measure on F so that P ([a, b]) =
Ohio State - ECE - 805
EE 805, Random Processes and Linear Systems OSU, Winter 2012Jan. 15, 2012 Due: Jan. 25, 2012Problem Set 2 Problem 1 Let C be a random variable uniformly distributed on [0, 1] and define X(t) = u(t - C). (a) Sketch two sample realizations of X(t). (b) Fi
Ohio State - ECE - 805
EE 805, Random Processes and Linear Systems OSU, Winter 2012 Problem Set 3 Problem 1 Consider the random process X(t) = p sin 2f0 t + B[n] , 2 nT t &lt; (n + 1)T,Jan. 27, 2012 Due: Feb. 6, 2012 where p and f0 are known constants and B[n] is an iid Bernoull
Ohio State - MATH - 602
Ohio State - MATH - 602
Math 602HOMEWORK 11. (a) Show that the product of two unitary matrices is also a unitary matrix. (b) If U is unitary, is its inverse U -1 unitary? (c) Is the identity matrix unitary? 2. (a) Show that the determinant of a unitary matrix has absolute valu
Ohio State - MATH - 602
Math 602Homework 21. a) Find a unitary similarity transformation which brings the lower triangular matrix a 0 b c to upper triangular form. b) Find a unitary similarity transformation which brings 1 0 1 1 0 1 1 2 0 0 0 0 0 0 2 0 1 1 B= 0 0 1 1 0 0 0 0 0
Ohio State - MATH - 602
Math 602 (2012)Homework 31. Let A be a self-adjoint matrix. Show that there is a self-adjoint matrix B so that B 3 = A(A - 2I)(A - 3I) What are the eigenvalues of B in terms of the eigenvalues of A? What are the eigenvectors of B in terms of the eigenve
Ohio State - MATH - 602
Math 602Homework 41. Consider the quadratic form on R3 x2 - 2x2 + x2 + 4x1 x2 + 8x1 x3 + 4x2 x3 = F (x) 1 2 3 Find the following: a) an orthonormal basis of unit vectors cfw_1 , 2 , 3 , and a set cfw_1 , 2 , 3 e e e so that 3 3 2 = x yii F (x) = e i yi
Ohio State - MATH - 602
Math 602Homework 61. Show that the pseudoinverse of a vector x Cn is x+ = 0,1 x2if x = 0 x , if x = 02. Find the SVD and the pseudoinverse of the following matrices: M= 1 1 -2 -2 L= 10 2 10 2 5 11 5 113. Let u1 , . . . , ur be an orthonormal set in
Ohio State - MATH - 602
Math 602Homework 7The problems here are well known results. You need to show all your work and explanations. 1. (i) Check that the functions 1, sin(nx), cos(nx), (n = 1, 2, 3 . . .) form an orthogonal system in L2 [-, ]. (ii) Normalize them to obtain an
Ohio State - MATH - 602
Math 602, 2012Homework 8Please note the following very useful inequalities: |f (t)| f anda for all t S if fb b= sup |f (x)|xSf (t) dt af (t) dt1. Consider the sequence of functions fn (x) = xn . a) Show that the sequence fn is point-wise conver
Ohio State - ECE - 861
CSE-ECE 861: Homework 3Due: Wed. Mar. 9, 2012 1. Solve problems 4-1, 4-2, 4-7, 4-8, 4-9, 4-10, 4-11, 4-12, 4-15, 4-17, 4-18 and 4-19 in the Schwartz book.
Ohio State - ECE - 861
Course PhilosophyECE-CSE 894G: Introduction to Computer Communication Networks INess B. Shroff ECE &amp; CSE shroff.11@osu.eduECE &amp; CSE Operation of modern communication networks is very complex Requires the interaction of many systems In the study of netw
Ohio State - ECE - 861
Computer NetworksECE-CSE 861: Introduction to Computer Communication NetworksNess B. Shroff ECE &amp; CSE Lecture 2ECE &amp; CSEFirst computer network was the semi-automatic ground environment (SAGE) system developed between 1950 to 1956 for air defense syste
Ohio State - ECE - 861
AnnouncementsECE-CSE 861: Introduction to Computer Communication NetworksNess B. Shroff ECE &amp; CSE Lecture 3ECE &amp; CSE All Lectures are on carmen. Please check that you can access themECE &amp; CSEFamous Predictions Predicting the Next &quot;Great&quot; Networki
Ohio State - ECE - 861
Relevant Problems/Network FunctionalityECE-CSE 861: Introduction to Computer Communication NetworksNess B. Shroff ECE &amp; CSE Lecture 4ECE &amp; CSERelevant problems (network functionalities) that are to be solved to design networks with high efficiency and
Ohio State - ECE - 861
The Internet ProtocolECE-CSE 861: Introduction to Computer Communication NetworksNess B. Shroff ECE &amp; CSE Lecture 5 The Internet Protocol (IP) was developed to provide for the connectionless transfer of packets across an inter-network. In IP, the co
Ohio State - ECE - 861
Arrival Process or Counting ProcessECE-CSE 861: Introduction to Computer Communication NetworksNess B. Shroff ECE &amp; CSE Lectures 6-9ECE &amp; CSEDefinition: An arrival process or counting process is that stochastic process cfw_N(t); t 0 such that:1) 2) 3
Ohio State - ECE - 861
Paradox of Residual LifeECE-CSE 861: Introduction to Computer Communication NetworksNess B. Shroff ECE &amp; CSE Lectures 10-14ECE &amp; CSE Formally: Let cfw_N(t),t0 be a Poisson Process with rate Let S1, S2,. be successive arrival times, and S0 0 The numbe
Ohio State - ECE - 861
Real Network TrafficECE-CSE 861: Introduction to Computer Communication NetworksNess B. Shroff ECE &amp; CSE Lectures 15-16ECE &amp; CSEIn actual LAN or WAN type of environments, packet lengths are strongly Bimodal, sometimes Trimodal. Most &quot;sessions&quot; (TCP se
Ohio State - ECE - 861
CSE-ECE 861: Homework 1Due in class by: Wed. Feb. 1, 2012 (1) (4) Solve problems 1.2, 1.5, 1.9, 1.15 from Leon Garcia and Widjija's book (Second Edition). Probability Review Problems (5) (11) (5) Prove that finite additivity follows from countable additi
Ohio State - ECE - 861
CSE-ECE 861: Homework 2Due: Wed. Feb. 22, 2012 1. Let cfw_S(t), t 0 be the sum of a random number of independent Poisson processes, each with rate . Is S(t) a Poisson process? Carefully prove or disprove. 2. Use Little's Law to verify PASTA for an M/M/1/
Keller Graduate School of Management - ACCT - 550
Keller Graduate School of Management ACC553 Federal Taxation Midterm Exam (125 points) Professor Michael Abner, MBA, MS JDMULTIPLE CHOICE QUESTIONS Chapter 128. To be guilty of tax evasion, you must: a. Try to maximize profits. b. Try to minimize your t
Keller Graduate School of Management - ACCT - 550
Keller Graduate School of Management ACC553 Federal Taxation Midterm Exam (125 points) Professor Michael Abner, MBA, MS JDMULTIPLE CHOICE QUESTIONS Chapter 128. To be guilty of tax evasion, you must: a. Try to maximize profits. b. Try to minimize your t
Keller Graduate School of Management - ACCT - 550
Q4-25 Taxable rental income Rent is taxable when received. Security deposit that is refundable is not taxable.\$9,000Q4-32 a. Property settlement does not affect Arnold or Barbara's taxable income. b. Arnold's payment of mortgage is also considered prope
Keller Graduate School of Management - ACCT - 550
14-4 What is the purpose of Code Sec. 351 in regard to transfers to corporations? Section 351(a) provides that no gain or loss shall be recognized if property is transferred to a corporation by one or more persons solely in exchange for stock in such corp
DeVry Houston - ACCT - 351
If you want the formulas and any calculations, select the corresponding cell and press F2(Function Key on key board), It will show all calculations and formulas Automatically Question: Company Name MICROSOFT CORP About the company and History Microsoft is
DeVry Houston - ACCT - 351
Here are my comments for the President of LBJ: Impact of going public. Public companies, as the result of the passing of Sarbanes Oxley Act of 2002, are required to document their controls, test the documented controls and have their external auditors tes
Keller Graduate School of Management - ACCT - 550
Question 4-25 Billy Dent, as the owner of an apartment building, receives and makes the following payments during 2011: Received in January 2011 rent that was due in December 2010. \$5000 - Received in December 2011 rent not due until January 2012. \$4000 -
Keller Graduate School of Management - ACCT - 550
Problem 1369 Bill is a cash basis calendar year taxpayer. Which of the following December items result in gross income or deductions for the current year? (A) check received for December rent, \$700 not deposited until January 4th. (B) Check for \$1,100 to
Keller Graduate School of Management - ACCT - 550
1 3-31 Tom and Linda are married taxpayers who file joint return. They have itemized deductions of 11,950 and four exemptions. Assuming an adjusted gross income of 40,000 what is their taxable income? Formula Adjusted gross income(40,000)- Itemized deduct
Keller Graduate School of Management - ACCT - 550
1 Question 4-25 Billy Dent, as the owner of an apartment building, receives and makes the following payments during 2011: Received in January 2011 rent that was due in December 2010. \$5000 - Received in December 2011 rent not due until January 2012. \$4000
Keller Graduate School of Management - ACCT - 550
1 7-7 Differentiate between the following: Active income Is the income for which services have been performed. This includes wages, tips. Salaries, commissions and income from businesses in which there is a material participation. http:/www.investopedia.
Keller Graduate School of Management - ACCT - 553
Chapter 14Taxation of CorporationsBasic ConceptsPart II2011 CCH. All Rights Reserved.4025 W. Peterson Ave.Chicago, IL 60646-60851 800 248 3248www.CCHGroup.comChapter 14 Exhibits1.2.3.4.5.6.7.8.9.10.11.12.13.14.Corporate Capital Str
Keller Graduate School of Management - ACCT - 553
Chapter 14Taxation of CorporationsBasic ConceptsPart III2011 CCH. All Rights Reserved.4025 W. Peterson Ave.Chicago, IL 60646-60851 800 248 3248www.CCHGroup.com1Chapter 14 Exhibits1.2.3.4.5.6.7.8.9.10.Determination of Corporate Taxable
Keller Graduate School of Management - ACCT - 553
Chapter 14Taxation of CorporationsBasic ConceptsPart IV2011 CCH. All Rights Reserved.4025 W. Peterson Ave.Chicago, IL 60646-60851 800 248 3248www.CCHGroup.com1Chapter 14 Exhibits1.2.3.4.5.6.7.8.9.10.Computation of Tax LiabilityCorpor
Keller Graduate School of Management - ACCT - 553
Chapter 14Taxation of CorporationsBasic ConceptsPart V2011 CCH. All Rights Reserved.4025 W. Peterson Ave.Chicago, IL 60646-60851 800 248 3248www.CCHGroup.comChapter 14 Exhibits1.2.3.4.5.Corporate Tax ReturnsBook-Income Adjustments Example
Keller Graduate School of Management - ACCT - 553
Chapter 17Corporate Reorganizations2011 CCH. All Rights Reserved.4025 W. Peterson Ave.Chicago, IL 60646-60851 800 248 3248www.CCHGroup.comChapter 17 Exhibits1.2.3.4.5.6.7.Type A ReorganizationType B ReorganizationType C ReorganizationTyp
Keller Graduate School of Management - ACCT - 553
Keller Graduate School of ManagementACC553 Federal TaxationMidterm Exam (125 points)Professor Michael Abner, MBA, MS JDMULTIPLECHOICEQUESTIONSChapter128. To be guilty of tax evasion, you must:a. Try to maximize profits.b. Try to minimize your tax l
Keller Graduate School of Management - ACCT - 553
14-4What is the purpose of Code Sec. 351 in regard to transfers to corporations?Section 351 provides that no gain or loss shall be recognized if property is transferred to acorporation by one or more persons solely in exchange for stock, in such corpor
Keller Graduate School of Management - ACCT - 553
1424Whatisthepurposeofthedividendsreceiveddeduction?Whatcorporationsare entitledtoclaimthisdeduction?Whatdividendsqualifyforthisdeduction?The tax deduction received by a corporation on the dividends paid to it by companies in which it has anownership
Keller Graduate School of Management - ACCT - 553
MEMORANDUMTo: John and Jane SmithFrom: Tanya ByingtonDate: March 23, 2012RE: Tax PlanningThe purpose of this memorandum is to give tax advice to the Smith family and to specificallyaddress their concerns for the year which they raised during the int
U. Houston - CHEM - 1332
John E. McMurry Robert C. FayGeneral Chemistry: Atoms First Chapter 15 Applications of Aqueous EquilibriaLecture NotesAlan D. Earhart Southeast Community College Lincoln, NECopyright 2010 Pearson Prentice Hall, Inc.Neutralization ReactionsStrong Aci
U. Houston - CHEM - 1332
John E. McMurry Robert C. FayGeneral Chemistry: Atoms First Chapter 14 Aqueous Equilibria: Acids and BasesLecture NotesAlan D. Earhart Southeast Community College Lincoln, NECopyright 2010 Pearson Prentice Hall, Inc.Acid-Base Concepts: The Brnsted-Lo
U. Houston - CHEM - 1332
John E. McMurry Robert C. FayGeneral Chemistry: Atoms First Chapter 13 Chemical EquilibriumLecture NotesAlan D. Earhart Southeast Community College Lincoln, NECopyright 2010 Pearson Prentice Hall, Inc.The Equilibrium StateChemical Equilibrium: The s
U. Houston - CHEM - 1332
John E. McMurry Robert C. FayGeneral Chemistry: Atoms First Chapter 12 Chemical KineticsLecture NotesAlan D. Earhart Southeast Community College Lincoln, NECopyright 2010 Pearson Prentice Hall, Inc.Reaction RatesChapter 10/2Reaction RatesChemical
Keller Graduate School of Management - ACCT - 515
Mini Case a. Corporate finance provides the skills managers need to: (1) identify and select the corporate strategies and individual projects that add value to their firm; and (2) forecast the funding requirements of their company, and devise strategies f
Keller Graduate School of Management - ACCT - 515
3-1 20 = RECEV/\$20,000\$20000*20= RECEVRECEV = \$400,000 3-2 Debt ratio = 1-equity ratio Equity ratio = 1/Equity multiplier Em=2.5 1/2.5=ERER=.4 1-.4=Debt ratio DR=.6 or 60% 3-3 BVPS=CE/SO M/B ratio=MPPS/BVPS CE= 6 BILLION SO=800 MILLION MPPS=\$756000/800=bv
Keller Graduate School of Management - ACCT - 515
k A = A k = 11.3%.k A =k RF + (k M -k RF )b11.3% = 5% + (10% - 5%)b b = 1.26.4.Effective annual rateAnswer: d Diff: EStatement d is correct. The equation for EAR is as follows:EAR = 1mk1 mNom - + .If annual compounding is used, m = 1 and the equation abov
Keller Graduate School of Management - ACCT - 515
Lands' End has been a popular clothing and equipment company since 1963. Since 2002 has been owned by Sears Holding Corporation. Lands' end has been a retail catalog company for many many years and has built up loyalty and trust from their customers by pr
Keller Graduate School of Management - ACCT - 515
BA 213 - Test#1 ReviewInstructor: Usha Ramanujam1. Pizza World makes forty-three kinds of pizza for takeout and delivery. Which of the following could be the constraint at Pizza World? A) the person who makes the pizza crust. B) the person who puts topp
Keller Graduate School of Management - ACCT - 515
Binomial distribution14 n 0.08 p cumulative probability 0.31119 0.69004 0.90417 0.97864 0.99646 0.99955 0.99996 1.00000 1.00000 1.00000 1.00000 1.00000 1.00000 1.00000 1.00000X P(X) 0 0.31119 1 0.37884 2 0.21413 3 0.07448 4 0.01781 5 0.00310 6 0.00040 7
Keller Graduate School of Management - ACCT - 515
Bankthis777!
Keller Graduate School of Management - ACCT - 515
Chapter 4 Systems Design: Process CostingTrue/False 1. When materials are purchased in a process costing system, a work in process account is debited with the cost of the materials. Level: Easy LO: 1 Ans: F 2. The equivalent units in beginning work in pr
Keller Graduate School of Management - ACCT - 515
Ingestion to Energy MetabolismChapter 2 Breakingdown foods in order for them to be absorbed by the cells of the gastrointestinal tract (GI tract). Over 25 feet long Mouth salivary glands esophagus stomach pancreas liver gall bladder small intestine lar
Keller Graduate School of Management - ACCT - 515
CHAPTER 3Molecules Carbon Hydrogen Oxygen Formed by plants via photosynthesis Stored in plants as starchCHODictated by the arrangement and number of carbon molecules Two types of CHOSimple CHOMonosaccharides and disaccharides Oligosaccharides and pol
Keller Graduate School of Management - ACCT - 515
CHO recap #1A male soccer player is explaining that during competition he feels more tired and fatigued/low energy than usual. He was told to eat a snack before the games, and so he has been eating a bowl of cereal with milk and a bottle of Gatorade abo
Keller Graduate School of Management - ACCT - 515
Protein Second most important nutrient for the body and muscles Consistently turned over and metabolized for energy Excess is excreted, so daily intake is importantAmino acids linked together `building blocks of proteins' Composed of CarbonOxygen &gt;2 A
Keller Graduate School of Management - ACCT - 515
Chapter 13 Assignment Use complete sentences, proper spelling, grammar and proper punctuation at all times. This will affect your grade.For this week's assignment, you are required to either use an example in your own life or someone who is willing to se
Keller Graduate School of Management - ACCT - 515
Chapter 15 Assignment-Occupational Stress 1. Describe the four role problems associated with occupational stress, for each role problem, brainstorm one solution for each. Role overload- A person has too many tasks to perform in such a little amount of tim