S Radio transmission and network access Exercise 1-2

Similar documents
Solutions to Problems from Chapter 2

SOME USEFUL MATHEMATICS

Solutions to the Exam Digital Communications I given on the 11th of June = 111 and g 2. c 2

0 for t < 0 1 for t > 0

Motion. Part 2: Constant Acceleration. Acceleration. October Lab Physics. Ms. Levine 1. Acceleration. Acceleration. Units for Acceleration.

September 20 Homework Solutions

Physics 2A HW #3 Solutions

MATH 124 AND 125 FINAL EXAM REVIEW PACKET (Revised spring 2008)

Minimum Squared Error

3. Renewal Limit Theorems

ENGR 1990 Engineering Mathematics The Integral of a Function as a Function

T-Match: Matching Techniques For Driving Yagi-Uda Antennas: T-Match. 2a s. Z in. (Sections 9.5 & 9.7 of Balanis)

Minimum Squared Error

Block Diagram of a DCS in 411

Chapter 2: Evaluative Feedback

A Kalman filtering simulation

A 1.3 m 2.5 m 2.8 m. x = m m = 8400 m. y = 4900 m 3200 m = 1700 m

22.615, MHD Theory of Fusion Systems Prof. Freidberg Lecture 9: The High Beta Tokamak

Tutorial 4. b a. h(f) = a b a ln 1. b a dx = ln(b a) nats = log(b a) bits. = ln λ + 1 nats. = log e λ bits. = ln 1 2 ln λ + 1. nats. = ln 2e. bits.

X Z Y Table 1: Possibles values for Y = XZ. 1, p

ECE Microwave Engineering

MULTICARRIER transmission techniques have been proposed

On Source and Channel Codes for Multiple Inputs and Outputs: Does Multiple Description Meet Space Time? 1

4.8 Improper Integrals

1.0 Electrical Systems

e t dt e t dt = lim e t dt T (1 e T ) = 1

FM Applications of Integration 1.Centroid of Area

5.1-The Initial-Value Problems For Ordinary Differential Equations

A new model for limit order book dynamics

The solution is often represented as a vector: 2xI + 4X2 + 2X3 + 4X4 + 2X5 = 4 2xI + 4X2 + 3X3 + 3X4 + 3X5 = 4. 3xI + 6X2 + 6X3 + 3X4 + 6X5 = 6.

Transforms II - Wavelets Preliminary version please report errors, typos, and suggestions for improvements

EE3723 : Digital Communications

REAL ANALYSIS I HOMEWORK 3. Chapter 1

INTEGRALS. Exercise 1. Let f : [a, b] R be bounded, and let P and Q be partitions of [a, b]. Prove that if P Q then U(P ) U(Q) and L(P ) L(Q).

Thermal neutron self-shielding factor in foils: a universal curve

Probability, Estimators, and Stationarity

ECE Microwave Engineering. Fall Prof. David R. Jackson Dept. of ECE. Notes 10. Waveguides Part 7: Transverse Equivalent Network (TEN)

A Time Truncated Improved Group Sampling Plans for Rayleigh and Log - Logistic Distributions

Lecture 8. Digital Communications Part III. Digital Demodulation

Answers to Exercises in Chapter 7 - Correlation Functions

ADDITIONAL PROBLEMS (a) Find the Fourier transform of the half-cosine pulse shown in Fig. 2.40(a). Additional Problems 91

EECS 2602 Winter Laboratory 3 Fourier series, Fourier transform and Bode Plots in MATLAB

Contraction Mapping Principle Approach to Differential Equations

6.003 Homework #13 Solutions

Neural assembly binding in linguistic representation

PHYSICS 1210 Exam 1 University of Wyoming 14 February points

Chapter 3: Signal Transmission and Filtering. A. Bruce Carlson Paul B. Crilly 2010 The McGraw-Hill Companies

HORIZONTAL POSITION OPTIMAL SOLUTION DETERMINATION FOR THE SATELLITE LASER RANGING SLOPE MODEL

Chapter Direct Method of Interpolation

1. Consider a PSA initially at rest in the beginning of the left-hand end of a long ISS corridor. Assume xo = 0 on the left end of the ISS corridor.

EECE 301 Signals & Systems Prof. Mark Fowler

f t f a f x dx By Lin McMullin f x dx= f b f a. 2

Section 11.5 Estimation of difference of two proportions

Problem Set 9. Figure 1: Diagram. This picture is a rough sketch of the 4 parabolas that give us the area that we need to find. The equations are:

6. Gas dynamics. Ideal gases Speed of infinitesimal disturbances in still gas

15. Quantisation Noise and Nonuniform Quantisation

2D Motion WS. A horizontally launched projectile s initial vertical velocity is zero. Solve the following problems with this information.

22.615, MHD Theory of Fusion Systems Prof. Freidberg Lecture 10: The High Beta Tokamak Con d and the High Flux Conserving Tokamak.

Properties of Logarithms. Solving Exponential and Logarithmic Equations. Properties of Logarithms. Properties of Logarithms. ( x)

( ) ( ) ( ) ( ) ( ) ( y )

K The slowest step in a mechanism has this

1 jordan.mcd Eigenvalue-eigenvector approach to solving first order ODEs. -- Jordan normal (canonical) form. Instructor: Nam Sun Wang

6.003 Homework #8 Solutions

Math Week 14 April 16-20: sections first order systems of linear differential equations; 7.4 mass-spring systems.

LAPLACE TRANSFORMS. 1. Basic transforms

PART V. Wavelets & Multiresolution Analysis

A Robust DOA Estimation Based on Sigmoid Transform in Alpha Stable Noise Environment

Phys 110. Answers to even numbered problems on Midterm Map

How to Prove the Riemann Hypothesis Author: Fayez Fok Al Adeh.

Version 001 test-1 swinney (57010) 1. is constant at m/s.

Average & instantaneous velocity and acceleration Motion with constant acceleration

A LOG IS AN EXPONENT.

DESY MVP G.Petrosyan DSP PROGRAM AND DSP SERVER

DEPARTMENT OF ELECTRICAL AND ELECTRONIC ENGINEERING EXAMINATIONS 2008

Spatially Coupled Turbo Codes

Reinforcement learning

38 Riemann sums and existence of the definite integral.

RESPONSE UNDER A GENERAL PERIODIC FORCE. When the external force F(t) is periodic with periodτ = 2π

Distributed Quickest Detection of Cyber-Attacks in Smart Grid

How to prove the Riemann Hypothesis

EELE Lecture 8 Example of Fourier Series for a Triangle from the Fourier Transform. Homework password is: 14445

Lecture 1 Overview. course mechanics. outline & topics. what is a linear dynamical system? why study linear systems? some examples

Demodulation of Digitally Modulated Signals

( ) = Q 0. ( ) R = R dq. ( t) = I t

GENERALIZATION OF SOME INEQUALITIES VIA RIEMANN-LIOUVILLE FRACTIONAL CALCULUS

Chapter 2. Motion along a straight line. 9/9/2015 Physics 218

Topic Astable Circuits. Recall that an astable circuit has two unstable states;

Notes 04 largely plagiarized by %khc

EE 301 Lab 2 Convolution

BME 207 Introduction to Biomechanics Spring 2018

ANSWERS TO EVEN NUMBERED EXERCISES IN CHAPTER 2

Review of Calculus, cont d

Physical Limitations of Logic Gates Week 10a

2.4 Cuk converter example

SOLVED GATE (ELECTRICAL ENGG.) 2018 Engineering Mathematics and Technical Section

CHAPTER 2 Signals And Spectra

6.003 Homework #9 Solutions

MTH 146 Class 11 Notes

(b) 10 yr. (b) 13 m. 1.6 m s, m s m s (c) 13.1 s. 32. (a) 20.0 s (b) No, the minimum distance to stop = 1.00 km. 1.

Lecture 14: Quadrature

Transcription:

S-7.330 Rdio rnsmission nd nework ccess Exercise 1 - P1 In four-symbol digil sysem wih eqully probble symbols he pulses in he figure re used in rnsmission over AWGN-chnnel. s () s () s () s () 1 3 4 ) Conver he pulse wveforms ino signl vecors using recngulr pulses s bsis funcions. b) Skech he opimum receiver using mched filers. Drw he filer impulse responses. c) Using he vecor represenion drw he signl consellion in he r1 -r-coordine sysem nd derive he SEP-expression. d) Derive he exc BEP-expression when Gry-coding is used P In bsebnd binry rnsmission he symbol vlues -1 nd +1 hve equl probbiliy. he decision circui inpu noise is Lplce-disribued (symmericlly exponenilly disribued): 1 n pn ( ) = exp σ σ where σ is he r.m.s. noise mpliude. ) Derive he BEP-expression when he signl smples re ±s. b) Clcule how mny db beer he signl o noise rio mus be in he Lplce-chnnel hn in he Gussin chnnel on he BEP-levels 3 6 9 10, 10 nd 10. 3 6 9 Noe! Q(3.09) 10 =, Q(4.75) = 10, Q(6.00) = 10

P3 In bipolr binry sysem recngulr pulse (durion ) sequences re rnsmied hrough n AWGN-chnnel wih he pulse re 1/, nd he receiver uses mched filer. here is iming error Δ in decision smpling cusing ISI. How lrge my Δ/ be, h he degrdion should no exceed 1.0 db on he BEP-level 10-3? P4 Invesige how mny db ML-reference receiver is degrded compred o MAP-reference receiver s funcion of he occurrence probbiliy of binry 0 in he AWGN-chnnel. Give numericl resuls for he bi error probbiliies 10-3 nd 10-6. P5 In bipolr binry opimum PAM-sysem he decision hreshold wnders s funcion of ime s given in he figure below. he consellion poins re +d nd d. ) Derive he expression of he verge BEP. b) Clcule he lrges llowble vlue of he prmeer, if degrdion cused by decision hreshold wndering mus be less hn 1 db on he BEP-level 10-9. Usble formuls: x e Q( x) dx = x Q( x) + C, Q(6.00)=10-9 π x e 1 3 xq( x) 1 +... π 4 x x

P6 In bipolr binry rnsmission sysem he rnsmi filer generes recngulr wveform, nd he receiver filer is sub-opiml RC-lowpss filer wih he ime consn τ. ) Opimize he filer in single symbol rnsmission nd esime he degrdion compred o mched filer. b) In he recepion of symbol sequence iner-symbol inerference (ISI) is genered. By using gurd inervls of durion Δ he impc of ISI cn be reduced. How much mus he d re be reduced, if he pek ISI should be lower hn 1% of he signl smple vlue using he ime consn obined in pr )? c) Opimize he receiver filer king ino ccoun wih respec o pek ISI, nd clcule he degrdion compred o he single symbol mched filer receiver d) Clcule how much he d re should be reduced wih he requiremen in pr b) wih he filer ime consn from pr c). P7 A bipolr binry PAM-signl is rnsmied using recngulr pulses over n echo chnnel he impulse response of which is hc() = δ() + 0,4 δ(-), where = 1/Rb. he receiver filer is mched o he rnsmied pulse ssuming he chnnel o be idel wih he F impulse E response hc() = δ(), giving he bi error probbiliy Pb = Q x H G I No K J, where Ex is he recngulr pulse energy nd No/ he wo-sided power specrl densiy of he AWGN. he receiver mkes symbol by symbol decisions. ) Skech he wveform of he decision circui inpu pulse. b) Derive he BEP-expression in he echo chnnel. c) Esime he performnce degrdion in db cused by he echo. P8. A digil rnsmission sysem in n AWGN-chnnel is power-limied bu no bndwidh-limied. he received power is 1 pw nd he onesided noise power specrl densiy is 10-0 W/Hz. Using orhogonl signlling where he number of symbols M is ineger power of wo: ) Deermine he minimum M o rnsmi 10 Mbi/s if he BEPrequiremen is 10-6. b) Clcule how mny imes mus he signl bndwidh be incresed from he vlue in ) when he bi re is doubled bu he BEP requiremen remins unchnged?

P9 A rised-cosine specrum pulse hs hlf mpliude bndwidh of 100 Hz nd he specrum upper limi is 1500 Hz. he pulse is used for rnsmission of 4-se digil signl. ) Deermine he roll-off fcor. b) Wh is he bi re of he rnsmied signl? he signl is rnsmied over muliple echo chnnel wih he impulse response h ( ) = 0. δ ( + ) + δ( ) + 0.4 δ( ) 0.3 δ( ) where is he inverse of he symbol re. c) Which is he symbol sequence cusing he mximum inersymbol inerference (ISI), nd wh is he mgniude of he mximum ISI? Smpling is ssumed o ke plce sme ime insn s in he idel chnnel. d) Wh is he occurrence probbiliy of he symbol sequence cusing he mximum ISI? Homework 1. Submi your soluion les on 15 h December, 005 3 s 1 () s () s 3 () s 4 () 3 / - - s 5 () s 6 () s 7 () s 8 () / - - - -3-3 In he rnsmission of symbol king 8 differen vlues, he pulse shpes shown in he bove figure re used. ) Selec he minimum number (=) of bse funcion nd deermine nd drw he consellion digrm including he receiver decision res, when ll symbol vlues hve equl probbiliy of occurrence. b) Derive he expression of symbol error probbiliy s funcion of verge Eb/No.

c) How mny db beer is his rnsmission sysem beer hn bipolr 8PAM-sysem when he required verge energy/bi for chieving he symbol error probbiliy 10-6 re compred? Homework δ 1 hx( ) = exp( τ ) u() τ he figure shows he bsic block digrm of bipolr binry rnsmission sysem in n AWGN-chnnel. Only single binry symbol is rnsmied. ) Presen he expression nd grph of he impulse response of mched receiver filer. b) he receiver filer is mde implemenble by removing he pr on he negive ime xis. Derive expressions for he mpliude of he signl smple nd he vrince (verge power) of he noise smple. c) How lrge mus he vlue of he smpling insn be, h he degrdion compred o n idel mched filer should no exceed 1 db? Γιϖε τηε ρεσυλτ ωιτη ηελπ οφ τηε τιμε χονσταντ τ.