SlideShare a Scribd company logo
1 of 11
ISI AND EYE PATTERN?
PRESENTED BY : -
TANISHK SAHJRA (11500318009)
RAVISHANKAR KUMAR (11500318052)
TANMOY SAHA (11500319120)
WHAT IS ISI?
• Inter-symbol interference (ISI)
• In telecommunication, inter-
symbol interference (ISI) is a
form of distortion of a signal in
which one symbol interferes with
subsequent symbols.
CONTINUE...
• ISI is usually caused by multipath propagation or the inherent
linear or non-linear frequency response of a communication
channel causing successive symbols to blur together.
• The presence of ISI in the system introduces errors in the
decision device at the receiver output. Therefore, in the design of
the transmitting and receiving filters, the objective is to minimize
the effects of ISI, and thereby deliver the digital data to its
destination with the smallest error rate possible.
CAUSES
• Multipath propagation
• Bandlimited channels
Multipath propagation...
• In which a wireless signal from a transmitter reaches the receiver
via multiple paths.
• The causes of this include reflection, refraction, and atmospheric
effects such as atmospheric ducting and ionospheric reflection.
• Since the various paths can be of different lengths, this results in
the different versions of the signal arriving at the receiver at
different times.
• These delays mean that part or all of a given symbol will be
spread into the subsequent symbols, thereby interfering with the
correct detection of those symbols.
Bandlimited channels
• Another cause of inter-symbol interference is the transmission of
a signal through a bandlimited channel, i.e., one where the
frequency response is zero above a certain frequency (the cutoff
frequency) Passing a signal through such a channel results in
the removal of frequency components above this cutoff
frequency. In addition, components of the frequency below the
cutoff frequency may also be attenuated by the channel.
Effects on
eye patterns
• One way to study ISI in
a PCM(pulse code modulation)
experimentally is to apply the
received wave to the vertical
deflection plates of an
oscilloscope and to apply a
sawtooth wave at the transmitted
symbol rate R (R = 1/T) to the
horizontal deflection plates.
• The resulting display is called an
eye pattern because of its
resemblance to the human eye for
binary waves. The interior region
of the eye pattern is called the eye
opening.
More points..
• The width of the eye opening defines the time interval over which
the received wave can be sampled without error from ISI. It is
apparent that the preferred time for sampling is the instant of
time at which the eye is open widest.
• The sensitivity of the system to timing error is determined by the
rate of closure of the eye as the sampling time is varied.
• The height of the eye opening, at a specified sampling time,
defines the margin over noise.
binary PSK system - multipath effects added
Countering
ISI
Design systems such that the impulse response
is short enough that very little energy from one
symbol smears into the next symbol.
Consecutive raised-cosine impulses,
demonstrating zero-ISI property
Separate symbols in time with guard periods.
Apply an equalizer at the receiver, that, broadly
speaking, attempts to undo the effect of the
channel by applying an inverse filter.
Apply a sequence detector at the receiver, that
attempts to estimate the sequence of
transmitted symbols using the Viterbi algorithm.
THANK YOU...

More Related Content

Similar to ISI AND EYE PATTERN!

Concept of Diversity & Fading (wireless communication)
Concept of Diversity & Fading (wireless communication)Concept of Diversity & Fading (wireless communication)
Concept of Diversity & Fading (wireless communication)Omkar Rane
 
IMPLEMENTATION OF LINEAR DETECTION TECHNIQUES TO OVERCOME CHANNEL EFFECTS IN ...
IMPLEMENTATION OF LINEAR DETECTION TECHNIQUES TO OVERCOME CHANNEL EFFECTS IN ...IMPLEMENTATION OF LINEAR DETECTION TECHNIQUES TO OVERCOME CHANNEL EFFECTS IN ...
IMPLEMENTATION OF LINEAR DETECTION TECHNIQUES TO OVERCOME CHANNEL EFFECTS IN ...IJCI JOURNAL
 
Channel Capacity and Uniform/Non-Uniform Signaling For FSO Channls
Channel Capacity and Uniform/Non-Uniform Signaling For FSO ChannlsChannel Capacity and Uniform/Non-Uniform Signaling For FSO Channls
Channel Capacity and Uniform/Non-Uniform Signaling For FSO ChannlsAishwary Singh
 
Phd defense of xin you
Phd defense of xin youPhd defense of xin you
Phd defense of xin youXin YOU
 
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...IJRST Journal
 
Introduction to spred spectrum and CDMA
Introduction to spred spectrum and CDMAIntroduction to spred spectrum and CDMA
Introduction to spred spectrum and CDMABidhan Ghimire
 
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...ijsrd.com
 
Report on EYE-OCT.(OPTICAL COHERANCE TOMOGRAPHY)
Report on EYE-OCT.(OPTICAL COHERANCE TOMOGRAPHY)Report on EYE-OCT.(OPTICAL COHERANCE TOMOGRAPHY)
Report on EYE-OCT.(OPTICAL COHERANCE TOMOGRAPHY)Sanjib Pashi
 
Digital signal transmission in ofc
Digital signal transmission in ofcDigital signal transmission in ofc
Digital signal transmission in ofcAnkith Shetty
 
Application of multi antenna technologies in cellular mobile communications
Application of multi antenna technologies in cellular mobile communicationsApplication of multi antenna technologies in cellular mobile communications
Application of multi antenna technologies in cellular mobile communicationsmarwaeng
 

Similar to ISI AND EYE PATTERN! (20)

Concept of Diversity & Fading (wireless communication)
Concept of Diversity & Fading (wireless communication)Concept of Diversity & Fading (wireless communication)
Concept of Diversity & Fading (wireless communication)
 
Mobile comm. 2
Mobile comm. 2Mobile comm. 2
Mobile comm. 2
 
Mobile comm. 1
Mobile comm. 1Mobile comm. 1
Mobile comm. 1
 
baseband system
baseband systembaseband system
baseband system
 
IMPLEMENTATION OF LINEAR DETECTION TECHNIQUES TO OVERCOME CHANNEL EFFECTS IN ...
IMPLEMENTATION OF LINEAR DETECTION TECHNIQUES TO OVERCOME CHANNEL EFFECTS IN ...IMPLEMENTATION OF LINEAR DETECTION TECHNIQUES TO OVERCOME CHANNEL EFFECTS IN ...
IMPLEMENTATION OF LINEAR DETECTION TECHNIQUES TO OVERCOME CHANNEL EFFECTS IN ...
 
Channel Capacity and Uniform/Non-Uniform Signaling For FSO Channls
Channel Capacity and Uniform/Non-Uniform Signaling For FSO ChannlsChannel Capacity and Uniform/Non-Uniform Signaling For FSO Channls
Channel Capacity and Uniform/Non-Uniform Signaling For FSO Channls
 
Unit 3 ppt
Unit 3 pptUnit 3 ppt
Unit 3 ppt
 
Phd defense of xin you
Phd defense of xin youPhd defense of xin you
Phd defense of xin you
 
Lecture 10
Lecture  10Lecture  10
Lecture 10
 
Lecture 10
Lecture  10Lecture  10
Lecture 10
 
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...
Reduction of Frequency offset Using Joint Clock for OFDM Based Cellular Syste...
 
lecture3.ppt
lecture3.pptlecture3.ppt
lecture3.ppt
 
Introduction to spred spectrum and CDMA
Introduction to spred spectrum and CDMAIntroduction to spred spectrum and CDMA
Introduction to spred spectrum and CDMA
 
Aa04606162167
Aa04606162167Aa04606162167
Aa04606162167
 
He3512531256
He3512531256He3512531256
He3512531256
 
Wireless SS.pptx
Wireless                                        SS.pptxWireless                                        SS.pptx
Wireless SS.pptx
 
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...
Blind Channel Shortening for MIMO-OFDM System Using Zero Padding and Eigen De...
 
Report on EYE-OCT.(OPTICAL COHERANCE TOMOGRAPHY)
Report on EYE-OCT.(OPTICAL COHERANCE TOMOGRAPHY)Report on EYE-OCT.(OPTICAL COHERANCE TOMOGRAPHY)
Report on EYE-OCT.(OPTICAL COHERANCE TOMOGRAPHY)
 
Digital signal transmission in ofc
Digital signal transmission in ofcDigital signal transmission in ofc
Digital signal transmission in ofc
 
Application of multi antenna technologies in cellular mobile communications
Application of multi antenna technologies in cellular mobile communicationsApplication of multi antenna technologies in cellular mobile communications
Application of multi antenna technologies in cellular mobile communications
 

Recently uploaded

Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...soginsider
 
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...HenryBriggs2
 
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...Health
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Arindam Chakraborty, Ph.D., P.E. (CA, TX)
 
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best ServiceTamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Servicemeghakumariji156
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesMayuraD1
 
Block diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.pptBlock diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.pptNANDHAKUMARA10
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsvanyagupta248
 
Generative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTGenerative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTbhaskargani46
 
DC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equationDC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equationBhangaleSonal
 
Online food ordering system project report.pdf
Online food ordering system project report.pdfOnline food ordering system project report.pdf
Online food ordering system project report.pdfKamal Acharya
 
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxS1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxSCMS School of Architecture
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . pptDineshKumar4165
 
COST-EFFETIVE and Energy Efficient BUILDINGS ptx
COST-EFFETIVE  and Energy Efficient BUILDINGS ptxCOST-EFFETIVE  and Energy Efficient BUILDINGS ptx
COST-EFFETIVE and Energy Efficient BUILDINGS ptxJIT KUMAR GUPTA
 
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Call Girls Mumbai
 
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments""Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"mphochane1998
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptDineshKumar4165
 
data_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdfdata_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdfJiananWang21
 
Employee leave management system project.
Employee leave management system project.Employee leave management system project.
Employee leave management system project.Kamal Acharya
 
School management system project Report.pdf
School management system project Report.pdfSchool management system project Report.pdf
School management system project Report.pdfKamal Acharya
 

Recently uploaded (20)

Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
 
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
scipt v1.pptxcxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx...
 
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...
+97470301568>> buy weed in qatar,buy thc oil qatar,buy weed and vape oil in d...
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
 
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best ServiceTamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
Tamil Call Girls Bhayandar WhatsApp +91-9930687706, Best Service
 
DeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakesDeepFakes presentation : brief idea of DeepFakes
DeepFakes presentation : brief idea of DeepFakes
 
Block diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.pptBlock diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.ppt
 
AIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech studentsAIRCANVAS[1].pdf mini project for btech students
AIRCANVAS[1].pdf mini project for btech students
 
Generative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPTGenerative AI or GenAI technology based PPT
Generative AI or GenAI technology based PPT
 
DC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equationDC MACHINE-Motoring and generation, Armature circuit equation
DC MACHINE-Motoring and generation, Armature circuit equation
 
Online food ordering system project report.pdf
Online food ordering system project report.pdfOnline food ordering system project report.pdf
Online food ordering system project report.pdf
 
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptxS1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
S1S2 B.Arch MGU - HOA1&2 Module 3 -Temple Architecture of Kerala.pptx
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . ppt
 
COST-EFFETIVE and Energy Efficient BUILDINGS ptx
COST-EFFETIVE  and Energy Efficient BUILDINGS ptxCOST-EFFETIVE  and Energy Efficient BUILDINGS ptx
COST-EFFETIVE and Energy Efficient BUILDINGS ptx
 
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
Bhubaneswar🌹Call Girls Bhubaneswar ❤Komal 9777949614 💟 Full Trusted CALL GIRL...
 
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments""Lesotho Leaps Forward: A Chronicle of Transformative Developments"
"Lesotho Leaps Forward: A Chronicle of Transformative Developments"
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.ppt
 
data_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdfdata_management_and _data_science_cheat_sheet.pdf
data_management_and _data_science_cheat_sheet.pdf
 
Employee leave management system project.
Employee leave management system project.Employee leave management system project.
Employee leave management system project.
 
School management system project Report.pdf
School management system project Report.pdfSchool management system project Report.pdf
School management system project Report.pdf
 

ISI AND EYE PATTERN!

  • 1. ISI AND EYE PATTERN? PRESENTED BY : - TANISHK SAHJRA (11500318009) RAVISHANKAR KUMAR (11500318052) TANMOY SAHA (11500319120)
  • 2. WHAT IS ISI? • Inter-symbol interference (ISI) • In telecommunication, inter- symbol interference (ISI) is a form of distortion of a signal in which one symbol interferes with subsequent symbols.
  • 3. CONTINUE... • ISI is usually caused by multipath propagation or the inherent linear or non-linear frequency response of a communication channel causing successive symbols to blur together. • The presence of ISI in the system introduces errors in the decision device at the receiver output. Therefore, in the design of the transmitting and receiving filters, the objective is to minimize the effects of ISI, and thereby deliver the digital data to its destination with the smallest error rate possible.
  • 5. Multipath propagation... • In which a wireless signal from a transmitter reaches the receiver via multiple paths. • The causes of this include reflection, refraction, and atmospheric effects such as atmospheric ducting and ionospheric reflection. • Since the various paths can be of different lengths, this results in the different versions of the signal arriving at the receiver at different times. • These delays mean that part or all of a given symbol will be spread into the subsequent symbols, thereby interfering with the correct detection of those symbols.
  • 6. Bandlimited channels • Another cause of inter-symbol interference is the transmission of a signal through a bandlimited channel, i.e., one where the frequency response is zero above a certain frequency (the cutoff frequency) Passing a signal through such a channel results in the removal of frequency components above this cutoff frequency. In addition, components of the frequency below the cutoff frequency may also be attenuated by the channel.
  • 7. Effects on eye patterns • One way to study ISI in a PCM(pulse code modulation) experimentally is to apply the received wave to the vertical deflection plates of an oscilloscope and to apply a sawtooth wave at the transmitted symbol rate R (R = 1/T) to the horizontal deflection plates. • The resulting display is called an eye pattern because of its resemblance to the human eye for binary waves. The interior region of the eye pattern is called the eye opening.
  • 8. More points.. • The width of the eye opening defines the time interval over which the received wave can be sampled without error from ISI. It is apparent that the preferred time for sampling is the instant of time at which the eye is open widest. • The sensitivity of the system to timing error is determined by the rate of closure of the eye as the sampling time is varied. • The height of the eye opening, at a specified sampling time, defines the margin over noise.
  • 9. binary PSK system - multipath effects added
  • 10. Countering ISI Design systems such that the impulse response is short enough that very little energy from one symbol smears into the next symbol. Consecutive raised-cosine impulses, demonstrating zero-ISI property Separate symbols in time with guard periods. Apply an equalizer at the receiver, that, broadly speaking, attempts to undo the effect of the channel by applying an inverse filter. Apply a sequence detector at the receiver, that attempts to estimate the sequence of transmitted symbols using the Viterbi algorithm.