CS-435 spring semester Network Technology & Programming Laboratory. Stefanos Papadakis & Manolis Spanakis

Size: px
Start display at page:

Download "CS-435 spring semester Network Technology & Programming Laboratory. Stefanos Papadakis & Manolis Spanakis"

Transcription

1 CS-435 spring semester 2016 Network Technology & Programming Laboratory University of Crete Computer Science Department Stefanos Papadakis & Manolis Spanakis

2 CS-435 Lecture preview Wireless Networking Radio Communications Explored

3 Radio transmission: two endpoints Tx Rx

4 Radio transmission: two endpoints Signal wave Propagation path Tx Rx Propagation medium Signal transformations due to natural phenomenon; attenuation, external noise, fading, reflection, diffraction, refraction, and interference

5 Interference (!) Interference: anything which alters, modifies, or disrupts a signal during transmission over a wireless channel. Superposition of unwanted signals to a useful signal. Examples : Electromagnetic interference (EMI): disturbance of an electrical circuit due to electromagnetic induction or electromagnetic radiation emitted from an external source Co-channel interference (CCI): different radio transmitters using the same frequency Adjacent-channel interference (ACI) (filter interference) Inter-symbol interference (ISI): distortion of a signal in which one symbol interferes with subsequent symbols Inter-carrier interference (ICI), caused by Doppler shift in OFDM modulation. Conducted interference (noise interference) Inter/Intra-flow interference refers to the interference between source sharing the same busy channel of path.

6 Interference (!) Everything on same channel sum all powers On different channels inter-channel power quotient(proportion)

7 Thermal Noise Thermal noise due to agitation of electrons Present in all electronic devices and transmission media Cannot be eliminated Function of temperature Particularly significant for satellite communication

8 Noise Terminology Intermodulation noise occurs if signals with different frequencies share the same medium Interference caused by a signal produced at a frequency that is the sum or difference of original frequencies Crosstalk unwanted coupling between signal paths Impulse noise irregular pulses or noise spikes Short duration and of relatively high amplitude Caused by external electromagnetic disturbances, or faults and flaws in the communications system

9 Other Impairments Atmospheric absorption water vapor and oxygen contribute to attenuation Multipath obstacles reflect signals so that multiple copies with varying delays are received Refraction bending of radio waves as they propagate through the atmosphere

10 SNR / SIR / SINR What is interference? What is noise? noise floor: noise factor / noise figure: SNR / SINR / SIR:

11 Sensitivity SINR is not the only criterion for reception! The Received Signal power must be over a threshold Vendors usually provide only RSS thresholds, not SINR

12 Sensitivity

13 Rates vs. Sensitivity/SINR Different modulation schemes have different constellations Denser constellations carry more bits/point higher rate increased BER needs larger SINR

14 802.11a/g OFDM

15 Multipath Propagation

16 Multipath Propagation Reflection - occurs when signal encounters a surface that is large relative to the wavelength of the signal Diffraction - occurs at the edge of an impenetrable body that is large compared to wavelength of radio wave Scattering occurs when incoming signal hits an object whose size in the order of the wavelength of the signal or less

17 Classical two-ray (ground model)

18 The Effects of Multipath Propagation Multiple copies of a signal may arrive at different phases If phases add destructively, the signal level relative to noise declines, making detection more difficult Intersymbol interference (ISI) One or more delayed copies of a pulse may arrive at the same time as the primary pulse for a subsequent bit

19 Types of Fading Fast fading Slow fading Flat fading Selective fading Rayleigh fading Rician fading

20 Fading in a mobile environment The term fading refers to the time variation of received signal power caused by changes in the transmission medium or paths. Atmospheric condition, such as rainfall The relative location of various obstacles changes over time

21 The fading channel Additive White Gaussian Noise (AWGN) channel thermal noise as well as electronics at the transmitter and receiver Rayleigh fading there are multiple indirect paths between transmitter and receiver and no distinct dominant path, such as an LOS path Rician fading there is a direct LOS path in additional to a number of indirect multipath signals

22 Fading: Small and Large scale

23 Path Loss Free Space propagation model: Two Ray (Ground Reflection) model: Log Distance model

24 Measured indoor path loss

25 Measured large-scale path loss

26 Path Loss Exponent for Different Environments

27 Signal Propagation Reflection Diffraction Scattering MultiPath Fading Shadow

28 Radio Propagation Model An empirical mathematical formulation for the: characterization of radio wave propagation as a function of : frequency, distance and other conditions A single model developed to predict the behavior of propagation for similar links under similar constraints formalize the way radio waves are propagated from one place to another Goal : predict the path loss along a link or the effective coverage area of a transmitter.

29 Propagation Modes Ground-wave propagation Sky-wave propagation Line-of-sight propagation

30 Ground Wave Propagation Follows contour of the earth Can Propagate considerable distances Frequencies up to 2 MHz Example : AM radio

31 Sky Wave Propagation Signal reflected from ionized layer of atmosphere back down to earth Signal can travel a number of hops, back and forth between ionosphere and earth s surface Reflection effect caused by refraction Examples Amateur radio CB radio

32 Line-of-Sight Propagation

33 Line-of-Sight Propagation Transmitting and receiving antennas must be within line of sight Satellite communication signal above 30 MHz not reflected by ionosphere Ground communication antennas within effective line of sight of each other due to refraction Refraction bending of microwaves by the atmosphere Velocity of electromagnetic wave is a function of the density of the medium When wave changes medium, speed changes Wave bends at the boundary between mediums

34 Fresnel Zone The area around the visual line-of-sight that radio waves spread out into after they leave the antenna. This area must be clear or else signal strength will weaken.

35 Fre s nell Zone (silent s ) We know that : Each wave-front point creates new circular waves Microwave beams widen, and Waves of one frequency can interfere with each other Fresnel zone theory: looks at a line from T to R, and at the space around that line that contributes to what is arriving at point R. Some waves travel directly from T to R, while Others travel on paths off axis. their path is longer, introducing a phase shift between the direct and indirect beam Whenever a phase shift is one full wavelength, you get constructive interference: the signals add up optimally Taking this approach and calculating accordingly, you find that: there are ring zones around the direct line T to R which contribute to the signal arriving at point T.

36 Fre s nell Zone (silent s ) There are many possible Fresnel zones, but we are concerned with zone 1. If this area were blocked by an obstruction, e.g. a tree or a building, the signal arriving at the far end would be diminished. We need to make sure that these zones be kept free of obstructions usually we check that 60 percent of the first Fresnel zone is kept free. A formula for calculating the radius of the first Fresnel zone: r 1 2 N d d 1 2 r N is the radius of the zone in meters N is the zone to calculate (i.e. N=1) d 1 and d 2 are distances from the obstructing screen at height h λ is the wavelength h<<d1,d2 and h>>λ N d d

37 At the Receiver Signal of Interest Account path loss + delayed reflections Interference Transmissions in the same or neighboring channels/frequencies Noise Thermal + System noise

38 Antennas The antenna provides three fundamental properties Gain Direction Polarization Gain: (pos/neg) increase in power Direction: transmission shape/pattern Polarization: electric field oscillation axis orientation

39 Antennas Near field Far field / Fraunhofer region

40 Antennas

41 Near/Far Field

42 Omni-directional Antenna Patterns

43 Directional Antennas Patterns

44 Received Power Effective Isotropic Radiated Power

45 Link Budget Predict the wireless link Estimate the Received Power => Rate Use db (additions & subtractions)

46 Link Budget

47 Link Budget Example We want to estimate the feasibility of a 5km link, with one access point and one client radio. The access point is connected to an omnidirectional antenna with 10dBi gain, while the client is connected to a sectorial antenna with 14dBi gain. The transmitting power of the AP is 100mW (or 20dBm) and its sensitivity is -89dBm. Cable losses for both the Rx and the Tx are the same at 2 dbm The transmitting power of the client is 30mW (or 15dBm) and its sensitivity is -82dBm.

48 Link Budget Example (cont.) Adding up all the gains and subtracting all the losses for the AP to client link gives: 20 dbm (TX Power Radio 1) + 10 dbi (Antenna Gain Radio 1) + 14 dbi (Antenna Gain Radio 2) - 2 dbm (Cable loses Rx) - 2 dbm (Cable loses Tx) db = Total Gain The path loss for a 5km link, considering free space loss is: Path Loss = log(5000) = 113 db Subtracting the path loss from the total gain 40 db db = -73 db Since -73dB is greater than the minimum receive sensitivity of the client radio (-82dBm), the signal level is just enough for the client radio to be able to hear the access point. There is 9dB of margin (82dB -73dB)

49 Link Budget Example (cont.) Next we calculate the link from the client back to the access point: 15 dbm (TX Power Radio 2) + 14 dbi (Antenna Gain Radio 2) + 10 dbi (Antenna Gain Radio 1) - 2 dbm (Cable loses Rx) - 2 dbm (Cable loses Tx) dbm = Total Gain Obviously, the path loss is the same on the return trip. So our received signal level on the access point side is: 35 db db = -78 db The receive sensitivity of the AP is -89dBm, this leaves us 11dB of margin (89dB -78dB) For the case of b (2,4GHz) E.I.R.P is 20dBm IS EVERYTHING OK? ANY PROBLEMS?. (think about it)

50 Link Budget (homework) Exercise 1: g, 54Mbps => -73dBm sens. Tx Power 20dBm EIRP 30dBm distance covered? Exercise 2: g 2km distance EIRP 20dBm achievable rate?

51 References (images/material) Wireless Communications - Principles and Practice (Second Edition), by Theodore S. Rappaport

52 APPENDIX

53 When using Watt: multiply, divide When using db/dbm: add, subtract Algebra The decibel (db) is a logarithmic unit that indicates the ratio of a physical quantity (usually power or intensity) relative to a specified or implied reference level Decibel suffix: dbm: indicates that the reference quantity is one milliwatt dbi : db(isotropic) the forward gain of an antenna compared with the hypothetical isotropic antenna, which uniformly distributes energy in all directions.

54 Decibel Relative measurement unit: Examples Rule of thumb: +10dB <=> x10

55 Decibel Rule of thumb: +3dB <=> x2 10 mw + 3 db = 20 mw 100 mw - 3dB = 50 mw 10 mw + 10 db = 100 mw 300 mw - 10 db = 30 mw

56 Decibel From db to units: -3dB = half the power in mw +3dB = double the power in mw -10dB = one tenth the power in mw +10dB = ten times the power in mw

57 more algebra

58 Basic Encoding Techniques Digital data to analog signal Amplitude-shift keying (ASK) Amplitude difference of carrier frequency Frequency-shift keying (FSK) Frequency difference near carrier frequency Phase-shift keying (PSK) Phase of carrier signal shifted

59 Amplitude modulation

60 Basic Encoding Techniques

61 Amplitude-Shift Keying One binary digit represented by presence of carrier, at constant amplitude Other binary digit represented by absence of carrier where the carrier signal is Acos(2πf c t)

62 Binary Frequency-Shift Keying (BFSK) Two binary digits represented by two different frequencies near the carrier frequency where f 1 and f 2 are offset from carrier frequency f c by equal but opposite amounts

63 Multiple Frequency-Shift Keying (MFSK) More than two frequencies are used More bandwidth efficient but more susceptible to error f i = f c + (2i 1 M)f d f c = the carrier frequency f d = the difference frequency M = number of different signal elements = 2 L L = number of bits per signal element

64 Phase-Shift Keying (PSK) Two-level PSK (BPSK) Uses two phases to represent binary digits

65 Phase-Shift Keying (PSK) Differential PSK (DPSK) Phase shift with reference to previous bit Binary 0 signal burst of same phase as previous signal burst Binary 1 signal burst of opposite phase to previous signal burst

66 Phase-Shift Keying (PSK) Four-level PSK (QPSK) Each element represents more than one bit

67 Phase-Shift Keying (PSK) Multilevel PSK Using multiple phase angles with each angle having more than one amplitude, multiple signals elements can be achieved D = modulation rate, baud R = data rate, bps M = number of different signal elements = 2 L L = number of bits per signal element

68 Performance Bandwidth of modulated signal (B T ) ASK, PSK FSK B T =(1+r)R B T =2DF+(1+r)R R = bit rate 0 < r < 1; related to how signal is filtered DF = f 2 -f c =f c -f 1

69 Performance Bandwidth of modulated signal (B T ) MPSK MFSK l = number of bits encoded per signal element M = number of different signal elements

70 Performance Bandwidth efficiency The ratio of data rate to transmission bandwidth (R/B T ) For MFSK, with the increase of M, the bandwidth efficiency is decreased. For MPSK, with the increase of M, the bandwidth efficiency is increased.

71 Performance

72 Performance

73 Performance Tradeoff between bandwidth efficiency and error performances: an increase in bandwidth efficiency results in an increase in error probability.

Antennas and Propagation. Chapter 5

Antennas and Propagation. Chapter 5 Antennas and Propagation Chapter 5 Introduction An antenna is an electrical conductor or system of conductors Transmission - radiates electromagnetic energy into space Reception - collects electromagnetic

More information

Antennas and Propagation. Chapter 5

Antennas and Propagation. Chapter 5 Antennas and Propagation Chapter 5 Introduction An antenna is an electrical conductor or system of conductors Transmission - radiates electromagnetic energy into space Reception - collects electromagnetic

More information

Antennas and Propagation

Antennas and Propagation Mobile Networks Module D-1 Antennas and Propagation 1. Introduction 2. Propagation modes 3. Line-of-sight transmission 4. Fading Slides adapted from Stallings, Wireless Communications & Networks, Second

More information

Antennas and Propagation

Antennas and Propagation Antennas and Propagation Chapter 5 Introduction An antenna is an electrical conductor or system of conductors Transmission - radiates electromagnetic energy into space Reception - collects electromagnetic

More information

Antennas & Propagation. CSG 250 Fall 2007 Rajmohan Rajaraman

Antennas & Propagation. CSG 250 Fall 2007 Rajmohan Rajaraman Antennas & Propagation CSG 250 Fall 2007 Rajmohan Rajaraman Introduction An antenna is an electrical conductor or system of conductors o Transmission - radiates electromagnetic energy into space o Reception

More information

Session2 Antennas and Propagation

Session2 Antennas and Propagation Wireless Communication Presented by Dr. Mahmoud Daneshvar Session2 Antennas and Propagation 1. Introduction Types of Anttenas Free space Propagation 2. Propagation modes 3. Transmission Problems 4. Fading

More information

Antennas and Propagation

Antennas and Propagation CMPE 477 Wireless and Mobile Networks Lecture 3: Antennas and Propagation Antennas Propagation Modes Line of Sight Transmission Fading in the Mobile Environment Introduction An antenna is an electrical

More information

Project = An Adventure : Wireless Networks. Lecture 4: More Physical Layer. What is an Antenna? Outline. Page 1

Project = An Adventure : Wireless Networks. Lecture 4: More Physical Layer. What is an Antenna? Outline. Page 1 Project = An Adventure 18-759: Wireless Networks Checkpoint 2 Checkpoint 1 Lecture 4: More Physical Layer You are here Done! Peter Steenkiste Departments of Computer Science and Electrical and Computer

More information

CHAPTER 6 THE WIRELESS CHANNEL

CHAPTER 6 THE WIRELESS CHANNEL CHAPTER 6 THE WIRELESS CHANNEL These slides are made available to faculty in PowerPoint form. Slides can be freely added, modified, and deleted to suit student needs. They represent substantial work on

More information

Channel Modeling and Characteristics

Channel Modeling and Characteristics Channel Modeling and Characteristics Dr. Farid Farahmand Updated:10/15/13, 10/20/14 Line-of-Sight Transmission (LOS) Impairments The received signal is different from the transmitted signal due to transmission

More information

Outline / Wireless Networks and Applications Lecture 5: Physical Layer Signal Propagation and Modulation

Outline / Wireless Networks and Applications Lecture 5: Physical Layer Signal Propagation and Modulation Outline 18-452/18-750 Wireless Networks and Applications Lecture 5: Physical Layer Signal Propagation and Modulation Peter Steenkiste Carnegie Mellon University Spring Semester 2017 http://www.cs.cmu.edu/~prs/wirelesss17/

More information

Antennas and Propagation. Prelude to Chapter 4 Propagation

Antennas and Propagation. Prelude to Chapter 4 Propagation Antennas and Propagation Prelude to Chapter 4 Propagation Introduction An antenna is an electrical conductor or system of conductors for: Transmission - radiates electromagnetic energy into space (involves

More information

Mobile and Wireless Networks Course Instructor: Dr. Safdar Ali

Mobile and Wireless Networks Course Instructor: Dr. Safdar Ali Mobile and Wireless Networks Course Instructor: Dr. Safdar Ali BOOKS Text Book: William Stallings, Wireless Communications and Networks, Pearson Hall, 2002. BOOKS Reference Books: Sumit Kasera, Nishit

More information

The Radio Channel. COS 463: Wireless Networks Lecture 14 Kyle Jamieson. [Parts adapted from I. Darwazeh, A. Goldsmith, T. Rappaport, P.

The Radio Channel. COS 463: Wireless Networks Lecture 14 Kyle Jamieson. [Parts adapted from I. Darwazeh, A. Goldsmith, T. Rappaport, P. The Radio Channel COS 463: Wireless Networks Lecture 14 Kyle Jamieson [Parts adapted from I. Darwazeh, A. Goldsmith, T. Rappaport, P. Steenkiste] Motivation The radio channel is what limits most radio

More information

Radio Propagation Fundamentals

Radio Propagation Fundamentals Radio Propagation Fundamentals Concept of Electromagnetic Wave Propagation Mechanisms Modes of Propagation Propagation Models Path Profiles Link Budget Fading Channels Electromagnetic (EM) Waves EM Wave

More information

UNIK4230: Mobile Communications Spring 2013

UNIK4230: Mobile Communications Spring 2013 UNIK4230: Mobile Communications Spring 2013 Abul Kaosher abul.kaosher@nsn.com Mobile: 99 27 10 19 1 UNIK4230: Mobile Communications Propagation characteristis of wireless channel Date: 07.02.2013 2 UNIK4230:

More information

WIRELESS COMMUNICATIONS PRELIMINARIES

WIRELESS COMMUNICATIONS PRELIMINARIES WIRELESS COMMUNICATIONS Preliminaries Radio Environment Modulation Performance PRELIMINARIES db s and dbm s Frequency/Time Relationship Bandwidth, Symbol Rate, and Bit Rate 1 DECIBELS Relative signal strengths

More information

Link Budget Calculation

Link Budget Calculation Link Budget Calculation Training materials for wireless trainers This 60 minute talk is about estimating wireless link performance by using link budget calculations. It also introduces the Radio Mobile

More information

Contents. Telecom Service Chae Y. Lee. Data Signal Transmission Transmission Impairments Channel Capacity

Contents. Telecom Service Chae Y. Lee. Data Signal Transmission Transmission Impairments Channel Capacity Data Transmission Contents Data Signal Transmission Transmission Impairments Channel Capacity 2 Data/Signal/Transmission Data: entities that convey meaning or information Signal: electric or electromagnetic

More information

Planning a Microwave Radio Link

Planning a Microwave Radio Link 8000 Lee Highway Falls Church, VA 22042 703-205-0600 www.ydi.com Planning a Microwave Radio Link By Michael F. Young President and CTO YDI Wireless Background Most installers know that clear line of sight

More information

CHAPTER 2. Instructor: Mr. Abhijit Parmar Course: Mobile Computing and Wireless Communication ( )

CHAPTER 2. Instructor: Mr. Abhijit Parmar Course: Mobile Computing and Wireless Communication ( ) CHAPTER 2 Instructor: Mr. Abhijit Parmar Course: Mobile Computing and Wireless Communication (2170710) Syllabus Chapter-2.3 Modulation Techniques Reasons for Choosing Encoding Techniques Digital data,

More information

Intro to Radio Propagation,Antennas and Link Budget

Intro to Radio Propagation,Antennas and Link Budget Intro to Radio Propagation,Antennas and Link Budget Training materials for wireless trainers Marco Zennaro and Ermanno Pietrosemoli T/ICT4D Laboratory ICTP Behavior of radio waves There are a few simple

More information

Colubris Networks. Antenna Guide

Colubris Networks. Antenna Guide Colubris Networks Antenna Guide Creation Date: February 10, 2006 Revision: 1.0 Table of Contents 1. INTRODUCTION... 3 2. ANTENNA TYPES... 3 2.1. OMNI-DIRECTIONAL ANTENNA... 3 2.2. DIRECTIONAL ANTENNA...

More information

Chapter 4 Radio Communication Basics

Chapter 4 Radio Communication Basics Chapter 4 Radio Communication Basics Chapter 4 Radio Communication Basics RF Signal Propagation and Reception Basics and Keywords Transmitter Power and Receiver Sensitivity Power - antenna gain: G TX,

More information

Lecture 3: Data Transmission

Lecture 3: Data Transmission Lecture 3: Data Transmission 1 st semester 1439-2017 1 By: Elham Sunbu OUTLINE Data Transmission DATA RATE LIMITS Transmission Impairments Examples DATA TRANSMISSION The successful transmission of data

More information

Vehicle Networks. Wireless communication basics. Univ.-Prof. Dr. Thomas Strang, Dipl.-Inform. Matthias Röckl

Vehicle Networks. Wireless communication basics. Univ.-Prof. Dr. Thomas Strang, Dipl.-Inform. Matthias Röckl Vehicle Networks Wireless communication basics Univ.-Prof. Dr. Thomas Strang, Dipl.-Inform. Matthias Röckl Outline Wireless Signal Propagation Electro-magnetic waves Signal impairments Attenuation Distortion

More information

Data and Computer Communications. Tenth Edition by William Stallings

Data and Computer Communications. Tenth Edition by William Stallings Data and Computer Communications Tenth Edition by William Stallings Data and Computer Communications, Tenth Edition by William Stallings, (c) Pearson Education - Prentice Hall, 2013 Wireless Transmission

More information

LECTURE 3. Radio Propagation

LECTURE 3. Radio Propagation LECTURE 3 Radio Propagation 2 Simplified model of a digital communication system Source Source Encoder Channel Encoder Modulator Radio Channel Destination Source Decoder Channel Decoder Demod -ulator Components

More information

Study of Factors which affect the Calculation of Co- Channel Interference in a Radio Link

Study of Factors which affect the Calculation of Co- Channel Interference in a Radio Link International Journal of Electronic and Electrical Engineering. ISSN 0974-2174 Volume 8, Number 2 (2015), pp. 103-111 International Research Publication House http://www.irphouse.com Study of Factors which

More information

MSIT 413: Wireless Technologies Week 3

MSIT 413: Wireless Technologies Week 3 MSIT 413: Wireless Technologies Week 3 Michael L. Honig Department of EECS Northwestern University January 2016 Why Study Radio Propagation? To determine coverage Can we use the same channels? Must determine

More information

Introduction to Wireless Signal Propagation

Introduction to Wireless Signal Propagation Introduction to Wireless Signal Propagation Raj Jain Professor of Computer Science and Engineering Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of

More information

Unguided Transmission Media

Unguided Transmission Media CS311 Data Communication Unguided Transmission Media by Dr. Manas Khatua Assistant Professor Dept. of CSE IIT Jodhpur E-mail: manaskhatua@iitj.ac.in Web: http://home.iitj.ac.in/~manaskhatua http://manaskhatua.github.io/

More information

Introduction to wireless systems

Introduction to wireless systems Introduction to wireless systems Wireless Systems a.a. 2014/2015 Un. of Rome La Sapienza Chiara Petrioli Department of Computer Science University of Rome Sapienza Italy Background- Wireless Systems What

More information

Lecture 3 Concepts for the Data Communications and Computer Interconnection

Lecture 3 Concepts for the Data Communications and Computer Interconnection Lecture 3 Concepts for the Data Communications and Computer Interconnection Aim: overview of existing methods and techniques Terms used: -Data entities conveying meaning (of information) -Signals data

More information

Wireless Communication Fundamentals Feb. 8, 2005

Wireless Communication Fundamentals Feb. 8, 2005 Wireless Communication Fundamentals Feb. 8, 005 Dr. Chengzhi Li 1 Suggested Reading Chapter Wireless Communications by T. S. Rappaport, 001 (version ) Rayleigh Fading Channels in Mobile Digital Communication

More information

Noise and Interference Limited Systems

Noise and Interference Limited Systems Chapter 3 Noise and Interference Limited Systems 47 Basics of link budgets Link budgets show how different components and propagation processes influence the available SNR Link budgets can be used to compute

More information

Lecture 2 Physical Layer - Data Transmission

Lecture 2 Physical Layer - Data Transmission DATA AND COMPUTER COMMUNICATIONS Lecture 2 Physical Layer - Data Transmission Mei Yang Based on Lecture slides by William Stallings 1 DATA TRANSMISSION The successful transmission of data depends on two

More information

CALIFORNIA STATE UNIVERSITY, NORTHRIDGE FADING CHANNEL CHARACTERIZATION AND MODELING

CALIFORNIA STATE UNIVERSITY, NORTHRIDGE FADING CHANNEL CHARACTERIZATION AND MODELING CALIFORNIA STATE UNIVERSITY, NORTHRIDGE FADING CHANNEL CHARACTERIZATION AND MODELING A graduate project submitted in partial fulfillment of the requirements For the degree of Master of Science in Electrical

More information

Chapter 3. Mobile Radio Propagation

Chapter 3. Mobile Radio Propagation Chapter 3 Mobile Radio Propagation Based on the slides of Dr. Dharma P. Agrawal, University of Cincinnati and Dr. Andrea Goldsmith, Stanford University Propagation Mechanisms Outline Radio Propagation

More information

UNIT- 7. Frequencies above 30Mhz tend to travel in straight lines they are limited in their propagation by the curvature of the earth.

UNIT- 7. Frequencies above 30Mhz tend to travel in straight lines they are limited in their propagation by the curvature of the earth. UNIT- 7 Radio wave propagation and propagation models EM waves below 2Mhz tend to travel as ground waves, These wave tend to follow the curvature of the earth and lose strength rapidly as they travel away

More information

Antenna Basics. Antennas. A guide to effective antenna use

Antenna Basics. Antennas. A guide to effective antenna use A guide to effective antenna use Antennas Antennas transmit radio signals by converting radio frequency electrical currents into electromagnetic waves. Antennas receive the signals by converting the electromagnetic

More information

ECE 476/ECE 501C/CS Wireless Communication Systems Winter Lecture 6: Fading

ECE 476/ECE 501C/CS Wireless Communication Systems Winter Lecture 6: Fading ECE 476/ECE 501C/CS 513 - Wireless Communication Systems Winter 2004 Lecture 6: Fading Last lecture: Large scale propagation properties of wireless systems - slowly varying properties that depend primarily

More information

ECE 476/ECE 501C/CS Wireless Communication Systems Winter Lecture 6: Fading

ECE 476/ECE 501C/CS Wireless Communication Systems Winter Lecture 6: Fading ECE 476/ECE 501C/CS 513 - Wireless Communication Systems Winter 2005 Lecture 6: Fading Last lecture: Large scale propagation properties of wireless systems - slowly varying properties that depend primarily

More information

Data and Computer Communications Chapter 4 Transmission Media

Data and Computer Communications Chapter 4 Transmission Media Data and Computer Communications Chapter 4 Transmission Media Ninth Edition by William Stallings Data and Computer Communications, Ninth Edition by William Stallings, (c) Pearson Education - Prentice Hall,

More information

EC 554 Data Communications

EC 554 Data Communications EC 554 Data Communications Mohamed Khedr http://webmail. webmail.aast.edu/~khedraast.edu/~khedr Syllabus Tentatively Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 Week 7 Week 8 Week 9 Week 10 Week 11 Week

More information

Wireless Networked Systems. Lec #1b: PHY Basics

Wireless Networked Systems. Lec #1b: PHY Basics Wireless Networked Systems CS 795/895 - Spring 2013 Lec #1b: PHY Basics Tamer Nadeem Dept. of Computer Science Wireless Communication Page 2 Spring 2013 CS 795/895 - Wireless Networked Systems Radio Signal

More information

Unit 3 - Wireless Propagation and Cellular Concepts

Unit 3 - Wireless Propagation and Cellular Concepts X Courses» Introduction to Wireless and Cellular Communications Unit 3 - Wireless Propagation and Cellular Concepts Course outline How to access the portal Assignment 2. Overview of Cellular Evolution

More information

ECE 476/ECE 501C/CS Wireless Communication Systems Winter Lecture 6: Fading

ECE 476/ECE 501C/CS Wireless Communication Systems Winter Lecture 6: Fading ECE 476/ECE 501C/CS 513 - Wireless Communication Systems Winter 2003 Lecture 6: Fading Last lecture: Large scale propagation properties of wireless systems - slowly varying properties that depend primarily

More information

6 Radio and RF. 6.1 Introduction. Wavelength (m) Frequency (Hz) Unit 6: RF and Antennas 1. Radio waves. X-rays. Microwaves. Light

6 Radio and RF. 6.1 Introduction. Wavelength (m) Frequency (Hz) Unit 6: RF and Antennas 1. Radio waves. X-rays. Microwaves. Light 6 Radio and RF Ref: http://www.asecuritysite.com/wireless/wireless06 6.1 Introduction The electromagnetic (EM) spectrum contains a wide range of electromagnetic waves, from radio waves up to X-rays (as

More information

Motorola Wireless Broadband Technical Brief OFDM & NLOS

Motorola Wireless Broadband Technical Brief OFDM & NLOS technical BRIEF TECHNICAL BRIEF Motorola Wireless Broadband Technical Brief OFDM & NLOS Splitting the Data Stream Exploring the Benefits of the Canopy 400 Series & OFDM Technology in Reaching Difficult

More information

Data Communication. Chapter 3 Data Transmission

Data Communication. Chapter 3 Data Transmission Data Communication Chapter 3 Data Transmission ١ Terminology (1) Transmitter Receiver Medium Guided medium e.g. twisted pair, coaxial cable, optical fiber Unguided medium e.g. air, water, vacuum ٢ Terminology

More information

Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gaussian Noise, Line of Sight and Non Line of Sight Fading Channels

Bit Error Rate Assessment of Digital Modulation Schemes on Additive White Gaussian Noise, Line of Sight and Non Line of Sight Fading Channels International Journal of Engineering Science Invention ISSN (Online): 2319 6734, ISSN (Print): 2319 6726 Volume 3 Issue 8 ǁ August 2014 ǁ PP.06-10 Bit Error Rate Assessment of Digital Modulation Schemes

More information

UNIT Derive the fundamental equation for free space propagation?

UNIT Derive the fundamental equation for free space propagation? UNIT 8 1. Derive the fundamental equation for free space propagation? Fundamental Equation for Free Space Propagation Consider the transmitter power (P t ) radiated uniformly in all the directions (isotropic),

More information

Using the epmp Link Budget Tool

Using the epmp Link Budget Tool Using the epmp Link Budget Tool The epmp Series Link Budget Tool can offer a help to determine the expected performances in terms of distances of a epmp Series system operating in line-of-sight (LOS) propagation

More information

Structure of the Lecture

Structure of the Lecture Structure of the Lecture Chapter 2 Technical Basics: Layer 1 Methods for Medium Access: Layer 2 Representation of digital signals on an analogous medium Signal propagation Characteristics of antennas Chapter

More information

Antenna & Propagation. Basic Radio Wave Propagation

Antenna & Propagation. Basic Radio Wave Propagation For updated version, please click on http://ocw.ump.edu.my Antenna & Propagation Basic Radio Wave Propagation by Nor Hadzfizah Binti Mohd Radi Faculty of Electric & Electronics Engineering hadzfizah@ump.edu.my

More information

L(f) = = (f) G(f) L2(f) Transmission Impairments: Attenuation (cont.)

L(f) = = (f) G(f) L2(f) Transmission Impairments: Attenuation (cont.) Transmission Impairments: Attenuation (cont.) how many times the put signal has attenuated relative to the input signal should be in L(f) (f) (f) A A in (f) (f) how many times the put signal has been amplified

More information

Revision of Lecture One

Revision of Lecture One Revision of Lecture One System blocks and basic concepts Multiple access, MIMO, space-time Transceiver Wireless Channel Signal/System: Bandpass (Passband) Baseband Baseband complex envelope Linear system:

More information

UNDER STANDING RADIO FREQUENCY Badger Meter, Inc.

UNDER STANDING RADIO FREQUENCY Badger Meter, Inc. UNDER STANDING RADIO FREQUENCY UNDERSTANDING RADIO FREQUENCY Regional Sales Meeting March 1-2, 2011 Brian Fiut Sr. Product Manager Itron Inc. Liberty Lake, WA August 25, 2010 RADIO PROPAGATION Radio consists

More information

Digital modulation techniques

Digital modulation techniques Outline Introduction Signal, random variable, random process and spectra Analog modulation Analog to digital conversion Digital transmission through baseband channels Signal space representation Optimal

More information

Lecture 1 Wireless Channel Models

Lecture 1 Wireless Channel Models MIMO Communication Systems Lecture 1 Wireless Channel Models Prof. Chun-Hung Liu Dept. of Electrical and Computer Engineering National Chiao Tung University Spring 2017 2017/3/2 Lecture 1: Wireless Channel

More information

E-716-A Mobile Communications Systems. Lecture #2 Basic Concepts of Wireless Transmission (p1) Instructor: Dr. Ahmad El-Banna

E-716-A Mobile Communications Systems. Lecture #2 Basic Concepts of Wireless Transmission (p1) Instructor: Dr. Ahmad El-Banna October 2014 Ahmad El-Banna Integrated Technical Education Cluster At AlAmeeria E-716-A Mobile Communications Systems Lecture #2 Basic Concepts of Wireless Transmission (p1) Instructor: Dr. Ahmad El-Banna

More information

Outline / Wireless Networks and Applications Lecture 3: Physical Layer Signals, Modulation, Multiplexing. Cartoon View 1 A Wave of Energy

Outline / Wireless Networks and Applications Lecture 3: Physical Layer Signals, Modulation, Multiplexing. Cartoon View 1 A Wave of Energy Outline 18-452/18-750 Wireless Networks and Applications Lecture 3: Physical Layer Signals, Modulation, Multiplexing Peter Steenkiste Carnegie Mellon University Spring Semester 2017 http://www.cs.cmu.edu/~prs/wirelesss17/

More information

Course 2: Channels 1 1

Course 2: Channels 1 1 Course 2: Channels 1 1 "You see, wire telegraph is a kind of a very, very long cat. You pull his tail in New York and his head is meowing in Los Angeles. Do you understand this? And radio operates exactly

More information

Data and Computer Communications Chapter 3 Data Transmission

Data and Computer Communications Chapter 3 Data Transmission Data and Computer Communications Chapter 3 Data Transmission Eighth Edition by William Stallings Transmission Terminology data transmission occurs between a transmitter & receiver via some medium guided

More information

Data and Computer Communications. Chapter 3 Data Transmission

Data and Computer Communications. Chapter 3 Data Transmission Data and Computer Communications Chapter 3 Data Transmission Data Transmission quality of the signal being transmitted The successful transmission of data depends on two factors: characteristics of the

More information

ELEC-E7120 Wireless Systems Weekly Exercise Problems 5

ELEC-E7120 Wireless Systems Weekly Exercise Problems 5 ELEC-E7120 Wireless Systems Weekly Exercise Problems 5 Problem 1: (Range and rate in Wi-Fi) When a wireless station (STA) moves away from the Access Point (AP), the received signal strength decreases and

More information

COMP211 Physical Layer

COMP211 Physical Layer COMP211 Physical Layer Data and Computer Communications 7th edition William Stallings Prentice Hall 2004 Computer Networks 5th edition Andrew S.Tanenbaum, David J.Wetherall Pearson 2011 Material adapted

More information

Chapter 15: Radio-Wave Propagation

Chapter 15: Radio-Wave Propagation Chapter 15: Radio-Wave Propagation MULTIPLE CHOICE 1. Radio waves were first predicted mathematically by: a. Armstrong c. Maxwell b. Hertz d. Marconi 2. Radio waves were first demonstrated experimentally

More information

Point to point Radiocommunication

Point to point Radiocommunication Point to point Radiocommunication SMS4DC training seminar 7 November 1 December 006 1 Technical overview Content SMS4DC Software link calculation Exercise 1 Point-to-point Radiocommunication Link A Radio

More information

CHAPTER 2 WIRELESS CHANNEL

CHAPTER 2 WIRELESS CHANNEL CHAPTER 2 WIRELESS CHANNEL 2.1 INTRODUCTION In mobile radio channel there is certain fundamental limitation on the performance of wireless communication system. There are many obstructions between transmitter

More information

INTRODUCTION TO RF PROPAGATION

INTRODUCTION TO RF PROPAGATION INTRODUCTION TO RF PROPAGATION John S. Seybold, Ph.D.,WILEY- 'interscience JOHN WILEY & SONS, INC. Preface XIII 1. Introduction 1.1 Frequency Designations 1 1.2 Modes of Propagation 3 1.2.1 Line-of-Sight

More information

Revision of Lecture One

Revision of Lecture One Revision of Lecture One System block Transceiver Wireless Channel Signal / System: Bandpass (Passband) Baseband Baseband complex envelope Linear system: complex (baseband) channel impulse response Channel:

More information

MSIT 413: Wireless Technologies Week 3

MSIT 413: Wireless Technologies Week 3 MSIT 413: Wireless Technologies Week 3 Michael L. Honig Department of EECS Northwestern University October 2017 Why Study Radio Propagation? To determine coverage Can we use the same channels? Must determine

More information

Point-to-Point Communications

Point-to-Point Communications Point-to-Point Communications Key Aspects of Communication Voice Mail Tones Alphabet Signals Air Paper Media Language English/Hindi English/Hindi Outline of Point-to-Point Communication 1. Signals basic

More information

Probabilistic Link Properties. Octav Chipara

Probabilistic Link Properties. Octav Chipara Probabilistic Link Properties Octav Chipara Signal propagation Propagation in free space always like light (straight line) Receiving power proportional to 1/d² in vacuum much more in real environments

More information

CS263: Wireless Communications and Sensor Networks

CS263: Wireless Communications and Sensor Networks CS263: Wireless Communications and Sensor Networks Matt Welsh Lecture 3: Antennas, Propagation, and Spread Spectrum September 30, 2004 2004 Matt Welsh Harvard University 1 Today's Lecture Antennas and

More information

Lecture - 06 Large Scale Propagation Models Path Loss

Lecture - 06 Large Scale Propagation Models Path Loss Fundamentals of MIMO Wireless Communication Prof. Suvra Sekhar Das Department of Electronics and Communication Engineering Indian Institute of Technology, Kharagpur Lecture - 06 Large Scale Propagation

More information

BER ANALYSIS OF WiMAX IN MULTIPATH FADING CHANNELS

BER ANALYSIS OF WiMAX IN MULTIPATH FADING CHANNELS BER ANALYSIS OF WiMAX IN MULTIPATH FADING CHANNELS Navgeet Singh 1, Amita Soni 2 1 P.G. Scholar, Department of Electronics and Electrical Engineering, PEC University of Technology, Chandigarh, India 2

More information

Ad hoc and Sensor Networks Chapter 4: Physical layer. Holger Karl

Ad hoc and Sensor Networks Chapter 4: Physical layer. Holger Karl Ad hoc and Sensor Networks Chapter 4: Physical layer Holger Karl Goals of this chapter Get an understanding of the peculiarities of wireless communication Wireless channel as abstraction of these properties

More information

Written Exam Channel Modeling for Wireless Communications - ETIN10

Written Exam Channel Modeling for Wireless Communications - ETIN10 Written Exam Channel Modeling for Wireless Communications - ETIN10 Department of Electrical and Information Technology Lund University 2017-03-13 2.00 PM - 7.00 PM A minimum of 30 out of 60 points are

More information

DATA TRANSMISSION. ermtiong. ermtiong

DATA TRANSMISSION. ermtiong. ermtiong DATA TRANSMISSION Analog Transmission Analog signal transmitted without regard to content May be analog or digital data Attenuated over distance Use amplifiers to boost signal Also amplifies noise DATA

More information

Chapter 2 Channel Equalization

Chapter 2 Channel Equalization Chapter 2 Channel Equalization 2.1 Introduction In wireless communication systems signal experiences distortion due to fading [17]. As signal propagates, it follows multiple paths between transmitter and

More information

Lecture 3: Wireless Physical Layer: Modulation Techniques. Mythili Vutukuru CS 653 Spring 2014 Jan 13, Monday

Lecture 3: Wireless Physical Layer: Modulation Techniques. Mythili Vutukuru CS 653 Spring 2014 Jan 13, Monday Lecture 3: Wireless Physical Layer: Modulation Techniques Mythili Vutukuru CS 653 Spring 2014 Jan 13, Monday Modulation We saw a simple example of amplitude modulation in the last lecture Modulation how

More information

Chapter 1 Introduction

Chapter 1 Introduction Wireless Information Transmission System Lab. Chapter 1 Introduction National Sun Yat-sen University Table of Contents Elements of a Digital Communication System Communication Channels and Their Wire-line

More information

WIRELESS TRANSMISSION

WIRELESS TRANSMISSION COMP 635: WIRELESS NETWORKS WIRELESS TRANSMISSION Jasleen Kaur Fall 205 Outline Frequenc Spectrum Ø Usage and Licensing Signals and Antennas Ø Propagation Characteristics Multipleing Ø Space, Frequenc,

More information

Lecture Fundamentals of Data and signals

Lecture Fundamentals of Data and signals IT-5301-3 Data Communications and Computer Networks Lecture 05-07 Fundamentals of Data and signals Lecture 05 - Roadmap Analog and Digital Data Analog Signals, Digital Signals Periodic and Aperiodic Signals

More information

Review of Path Loss models in different environments

Review of Path Loss models in different environments Review of Path Loss models in different environments Mandeep Kaur 1, Deepak Sharma 2 1 Computer Scinece, Kurukshetra Institute of Technology and Management, Kurukshetra 2 H.O.D. of CSE Deptt. Abstract

More information

High Speed Data Downlink for NSF Space Weather CubeSats

High Speed Data Downlink for NSF Space Weather CubeSats High Speed Data Downlink for NSF Space Weather CubeSats National Science Foundation Meeting Monday August 31, 2009 Charles Swenson Satellite Data Flow Onboard Instruments R collected Spacecraft Memory

More information

Wireless Physical Layer Concepts: Part II

Wireless Physical Layer Concepts: Part II Wireless Physical Layer Concepts: Part II Raj Jain Professor of CSE Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at:

More information

Performance Evaluation Of Digital Modulation Techniques In Awgn Communication Channel

Performance Evaluation Of Digital Modulation Techniques In Awgn Communication Channel Performance Evaluation Of Digital Modulation Techniques In Awgn Communication Channel Oyetunji S. A 1 and Akinninranye A. A 2 1 Federal University of Technology Akure, Nigeria 2 MTN Nigeria Abstract The

More information

Wireless Channel Propagation Model Small-scale Fading

Wireless Channel Propagation Model Small-scale Fading Wireless Channel Propagation Model Small-scale Fading Basic Questions T x What will happen if the transmitter - changes transmit power? - changes frequency? - operates at higher speed? Transmit power,

More information

November 24, 2010xx. Introduction

November 24, 2010xx. Introduction Path Analysis XXXXXXXXX Ref Number: XXXXXXX Introduction This report is an analysis of the proposed XXXXXXXXX network between XXXXXXX and XXXXXXX. The primary aim was to investigate the frequencies and

More information

# DEFINITIONS TERMS. 2) Electrical energy that has escaped into free space. Electromagnetic wave

# DEFINITIONS TERMS. 2) Electrical energy that has escaped into free space. Electromagnetic wave CHAPTER 14 ELECTROMAGNETIC WAVE PROPAGATION # DEFINITIONS TERMS 1) Propagation of electromagnetic waves often called radio-frequency (RF) propagation or simply radio propagation. Free-space 2) Electrical

More information

Wireless Communication Technology

Wireless Communication Technology PART TWO Wireless Communication Technology CHAPTER5 ANTENNAS AND PROPAGATION 5.1 Antennas Radiation Patterns Antenna Types Antenna Gain 5.2 Propagation Modes Ground Wave Propagation Sky Wave Propagation

More information

Wireless Sensor Networks 4th Lecture

Wireless Sensor Networks 4th Lecture Wireless Sensor Networks 4th Lecture 07.11.2006 Christian Schindelhauer schindel@informatik.uni-freiburg.de 1 Amplitude Representation Amplitude representation of a sinus curve s(t) = A sin(2π f t + ϕ)

More information

Mobile Radio Propagation Channel Models

Mobile Radio Propagation Channel Models Wireless Information Transmission System Lab. Mobile Radio Propagation Channel Models Institute of Communications Engineering National Sun Yat-sen University Table of Contents Introduction Propagation

More information

CS441 Mobile & Wireless Computing Communication Basics

CS441 Mobile & Wireless Computing Communication Basics Department of Computer Science Southern Illinois University Carbondale CS441 Mobile & Wireless Computing Communication Basics Dr. Kemal Akkaya E-mail: kemal@cs.siu.edu Kemal Akkaya Mobile & Wireless Computing

More information

William Stallings Data and Computer Communications 7 th Edition. Chapter 4 Transmission Media

William Stallings Data and Computer Communications 7 th Edition. Chapter 4 Transmission Media William Stallings Data and Computer Communications 7 th Edition Chapter 4 Transmission Media Overview Guided - wire Unguided - wireless Characteristics and quality determined by medium and signal For guided,

More information

TSEK02: Radio Electronics Lecture 6: Propagation and Noise. Ted Johansson, EKS, ISY

TSEK02: Radio Electronics Lecture 6: Propagation and Noise. Ted Johansson, EKS, ISY TSEK02: Radio Electronics Lecture 6: Propagation and Noise Ted Johansson, EKS, ISY 2 Propagation and Noise - Channel and antenna: not in the Razavi book - Noise: 2.3 The wireless channel The antenna Signal

More information