SlideShare una empresa de Scribd logo
1 de 2
Simulation methodology
Introduction
 A simulation methodology is needed in the 5G technical work in order to
ensure consistency of results obtained, by means of a computer simulation.
This methodology must comprise a procedure for calibrating the simulator,
guidelines for evaluating, and a mechanism supporting and controlling the
validity of the performed simulations.
 This chapter provides a methodology for simulation to align assumptions. The
alignment allows for a direct comparison of different 5G technology
components.
 The chapter is based on the experience of the authors in the simulation work
performed in the framework of the International Mobile Telecommunications-
Advanced (IMT-Advanced) definition and in METIS.
 Finally, some relevant test cases and preferred models are introduced

Más contenido relacionado

Similar a 8. Simulation methodology.pptx

Predicting Machine Learning Pipeline Runtimes in the Context of Automated Mac...
Predicting Machine Learning Pipeline Runtimes in the Context of Automated Mac...Predicting Machine Learning Pipeline Runtimes in the Context of Automated Mac...
Predicting Machine Learning Pipeline Runtimes in the Context of Automated Mac...IRJET Journal
 
Feedback Strategy for Closed-loop Inspection Based on STEP-NC
Feedback Strategy for Closed-loop Inspection Based on STEP-NCFeedback Strategy for Closed-loop Inspection Based on STEP-NC
Feedback Strategy for Closed-loop Inspection Based on STEP-NCCristhian Riaño Jaimes
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
Embedding SimulationX Models into Virtual-Reality Training Simulators of Powe...
Embedding SimulationX Models into Virtual-Reality Training Simulators of Powe...Embedding SimulationX Models into Virtual-Reality Training Simulators of Powe...
Embedding SimulationX Models into Virtual-Reality Training Simulators of Powe...SimulationX
 
Csit77404
Csit77404Csit77404
Csit77404csandit
 
A Machine learning based framework for Verification and Validation of Massive...
A Machine learning based framework for Verification and Validation of Massive...A Machine learning based framework for Verification and Validation of Massive...
A Machine learning based framework for Verification and Validation of Massive...IRJET Journal
 
SEAA'2012: An MDE approach for Runtime Monitoring and Adapting Component-base...
SEAA'2012: An MDE approach for Runtime Monitoring and Adapting Component-base...SEAA'2012: An MDE approach for Runtime Monitoring and Adapting Component-base...
SEAA'2012: An MDE approach for Runtime Monitoring and Adapting Component-base...Applied Computing Group
 
Automatic generation of business process models from user stories
Automatic generation of business process models from user  storiesAutomatic generation of business process models from user  stories
Automatic generation of business process models from user storiesIJECEIAES
 
CMAPS_KPIT_Siddharth Mishra.pptx
CMAPS_KPIT_Siddharth Mishra.pptxCMAPS_KPIT_Siddharth Mishra.pptx
CMAPS_KPIT_Siddharth Mishra.pptxabhishekyadav785850
 
Homogenous and interoperable signaling computer interlocking through IEC 6149...
Homogenous and interoperable signaling computer interlocking through IEC 6149...Homogenous and interoperable signaling computer interlocking through IEC 6149...
Homogenous and interoperable signaling computer interlocking through IEC 6149...IJECEIAES
 
IRJET- Modelling and Control of Variable Frequency Drive using PLC and Ma...
IRJET-  	  Modelling and Control of Variable Frequency Drive using PLC and Ma...IRJET-  	  Modelling and Control of Variable Frequency Drive using PLC and Ma...
IRJET- Modelling and Control of Variable Frequency Drive using PLC and Ma...IRJET Journal
 
Analysis of Nifty 50 index stock market trends using hybrid machine learning ...
Analysis of Nifty 50 index stock market trends using hybrid machine learning ...Analysis of Nifty 50 index stock market trends using hybrid machine learning ...
Analysis of Nifty 50 index stock market trends using hybrid machine learning ...IJECEIAES
 

Similar a 8. Simulation methodology.pptx (20)

Predicting Machine Learning Pipeline Runtimes in the Context of Automated Mac...
Predicting Machine Learning Pipeline Runtimes in the Context of Automated Mac...Predicting Machine Learning Pipeline Runtimes in the Context of Automated Mac...
Predicting Machine Learning Pipeline Runtimes in the Context of Automated Mac...
 
Feedback Strategy for Closed-loop Inspection Based on STEP-NC
Feedback Strategy for Closed-loop Inspection Based on STEP-NCFeedback Strategy for Closed-loop Inspection Based on STEP-NC
Feedback Strategy for Closed-loop Inspection Based on STEP-NC
 
Software cost estimation
Software cost estimationSoftware cost estimation
Software cost estimation
 
Design of mechatronics systems
Design of mechatronics systemsDesign of mechatronics systems
Design of mechatronics systems
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
Q44098893
Q44098893Q44098893
Q44098893
 
Embedding SimulationX Models into Virtual-Reality Training Simulators of Powe...
Embedding SimulationX Models into Virtual-Reality Training Simulators of Powe...Embedding SimulationX Models into Virtual-Reality Training Simulators of Powe...
Embedding SimulationX Models into Virtual-Reality Training Simulators of Powe...
 
Csit77404
Csit77404Csit77404
Csit77404
 
Dss
DssDss
Dss
 
Zander diss
Zander dissZander diss
Zander diss
 
A Machine learning based framework for Verification and Validation of Massive...
A Machine learning based framework for Verification and Validation of Massive...A Machine learning based framework for Verification and Validation of Massive...
A Machine learning based framework for Verification and Validation of Massive...
 
SEAA'2012: An MDE approach for Runtime Monitoring and Adapting Component-base...
SEAA'2012: An MDE approach for Runtime Monitoring and Adapting Component-base...SEAA'2012: An MDE approach for Runtime Monitoring and Adapting Component-base...
SEAA'2012: An MDE approach for Runtime Monitoring and Adapting Component-base...
 
Automatic generation of business process models from user stories
Automatic generation of business process models from user  storiesAutomatic generation of business process models from user  stories
Automatic generation of business process models from user stories
 
Mechtronic 2
Mechtronic 2Mechtronic 2
Mechtronic 2
 
Sys Ml Poster5x
Sys Ml Poster5xSys Ml Poster5x
Sys Ml Poster5x
 
CMAPS_KPIT_Siddharth Mishra.pptx
CMAPS_KPIT_Siddharth Mishra.pptxCMAPS_KPIT_Siddharth Mishra.pptx
CMAPS_KPIT_Siddharth Mishra.pptx
 
Homogenous and interoperable signaling computer interlocking through IEC 6149...
Homogenous and interoperable signaling computer interlocking through IEC 6149...Homogenous and interoperable signaling computer interlocking through IEC 6149...
Homogenous and interoperable signaling computer interlocking through IEC 6149...
 
IRJET- Modelling and Control of Variable Frequency Drive using PLC and Ma...
IRJET-  	  Modelling and Control of Variable Frequency Drive using PLC and Ma...IRJET-  	  Modelling and Control of Variable Frequency Drive using PLC and Ma...
IRJET- Modelling and Control of Variable Frequency Drive using PLC and Ma...
 
Tsb
TsbTsb
Tsb
 
Analysis of Nifty 50 index stock market trends using hybrid machine learning ...
Analysis of Nifty 50 index stock market trends using hybrid machine learning ...Analysis of Nifty 50 index stock market trends using hybrid machine learning ...
Analysis of Nifty 50 index stock market trends using hybrid machine learning ...
 

Más de Sri Manakula Vinayagar Engineering College

Performance Analysis of MIMO–OFDM for PCHBF , RELAY Technique with MMSE For T...
Performance Analysis of MIMO–OFDM for PCHBF , RELAY Technique with MMSE For T...Performance Analysis of MIMO–OFDM for PCHBF , RELAY Technique with MMSE For T...
Performance Analysis of MIMO–OFDM for PCHBF , RELAY Technique with MMSE For T...Sri Manakula Vinayagar Engineering College
 

Más de Sri Manakula Vinayagar Engineering College (20)

IoT Methodology.pptx
IoT Methodology.pptxIoT Methodology.pptx
IoT Methodology.pptx
 
ACNS UNIT-5.pdf
ACNS UNIT-5.pdfACNS UNIT-5.pdf
ACNS UNIT-5.pdf
 
2. ACNS UNIT-1.pptx
2. ACNS UNIT-1.pptx2. ACNS UNIT-1.pptx
2. ACNS UNIT-1.pptx
 
1. ACNS UNIT-1.pptx
1. ACNS UNIT-1.pptx1. ACNS UNIT-1.pptx
1. ACNS UNIT-1.pptx
 
7. Multi-operator D2D communication.pptx
7. Multi-operator D2D communication.pptx7. Multi-operator D2D communication.pptx
7. Multi-operator D2D communication.pptx
 
11. New challenges in the 5G modelling.pptx
11. New challenges in the 5G modelling.pptx11. New challenges in the 5G modelling.pptx
11. New challenges in the 5G modelling.pptx
 
10. Calibration.pptx
10. Calibration.pptx10. Calibration.pptx
10. Calibration.pptx
 
9. Evaluation methodology.pptx
9. Evaluation methodology.pptx9. Evaluation methodology.pptx
9. Evaluation methodology.pptx
 
4. Ultra Reliable and Low Latency Communications.pptx
4. Ultra Reliable and Low Latency Communications.pptx4. Ultra Reliable and Low Latency Communications.pptx
4. Ultra Reliable and Low Latency Communications.pptx
 
1. Massive Machine-Type Communication.pptx
1. Massive Machine-Type Communication.pptx1. Massive Machine-Type Communication.pptx
1. Massive Machine-Type Communication.pptx
 
1. Coordinated Multi-Point Transmission in 5G.pptx
1. Coordinated Multi-Point Transmission in 5G.pptx1. Coordinated Multi-Point Transmission in 5G.pptx
1. Coordinated Multi-Point Transmission in 5G.pptx
 
Real time operating systems
Real time operating systemsReal time operating systems
Real time operating systems
 
Reliability and clock synchronization
Reliability and clock synchronizationReliability and clock synchronization
Reliability and clock synchronization
 
Low power embedded system design
Low power embedded system designLow power embedded system design
Low power embedded system design
 
Performance Analysis of MIMO–OFDM for PCHBF , RELAY Technique with MMSE For T...
Performance Analysis of MIMO–OFDM for PCHBF , RELAY Technique with MMSE For T...Performance Analysis of MIMO–OFDM for PCHBF , RELAY Technique with MMSE For T...
Performance Analysis of MIMO–OFDM for PCHBF , RELAY Technique with MMSE For T...
 
Telecommunication systems
Telecommunication systemsTelecommunication systems
Telecommunication systems
 
Home appliances
Home appliancesHome appliances
Home appliances
 
loudspeakers and microphones
loudspeakers and microphonesloudspeakers and microphones
loudspeakers and microphones
 
Television standards and systems
Television standards and systemsTelevision standards and systems
Television standards and systems
 
Optical recording and reproduction
Optical recording and reproductionOptical recording and reproduction
Optical recording and reproduction
 

Último

Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibitjbellavia9
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17Celine George
 
How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17Celine George
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.MaryamAhmad92
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxDenish Jangid
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...ZurliaSoop
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxJisc
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsKarakKing
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxmarlenawright1
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsMebane Rash
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...Nguyen Thanh Tu Collection
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxRamakrishna Reddy Bijjam
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfPoh-Sun Goh
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxAreebaZafar22
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSCeline George
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptxMaritesTamaniVerdade
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Pooja Bhuva
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the ClassroomPooky Knightsmith
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...Poonam Aher Patil
 

Último (20)

Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptx
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docx
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
How to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POSHow to Manage Global Discount in Odoo 17 POS
How to Manage Global Discount in Odoo 17 POS
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
General Principles of Intellectual Property: Concepts of Intellectual Proper...
General Principles of Intellectual Property: Concepts of Intellectual  Proper...General Principles of Intellectual Property: Concepts of Intellectual  Proper...
General Principles of Intellectual Property: Concepts of Intellectual Proper...
 

8. Simulation methodology.pptx

  • 2. Introduction  A simulation methodology is needed in the 5G technical work in order to ensure consistency of results obtained, by means of a computer simulation. This methodology must comprise a procedure for calibrating the simulator, guidelines for evaluating, and a mechanism supporting and controlling the validity of the performed simulations.  This chapter provides a methodology for simulation to align assumptions. The alignment allows for a direct comparison of different 5G technology components.  The chapter is based on the experience of the authors in the simulation work performed in the framework of the International Mobile Telecommunications- Advanced (IMT-Advanced) definition and in METIS.  Finally, some relevant test cases and preferred models are introduced