The experimental evaluation of wireless and mobile networks is a challenge that rarely substitutes simulation in research works. This statement is even more evident in vehicular communications, due to the equipment and effort needed to obtain significant and realistic results. In this paper, key issues in vehicular experimental evaluation are analyzed by an evaluation tool called AnaVANET, especially designed for assessing the performance of vehicular networks. This software processes the output of well-known testing tools such as ping or iperf, together with navigation information, to generate geo-aware performance figures of merit both in numeric and graphical forms. Its main analysis capabilities are used to validate the good performance in terms of delay, packet delivery ratio and throughput of NEMO, when using a road-side segment based on IPv6 GeoNetworking.
This video forms part of the showcase event held by the Intelligent Airport (TINA) project: http://intelligentairport.org.uk.
University College London (UCL) developed a passenger tracking system based on active RFID tags.
A SYSTEM CONCEPT FOR A 3D REAL-TIMEOFDM MIMO RADAR FOR FLYING PLATFORMSNexgen Technology
TO GET THIS PROJECT COMPLETE SOURCE ON SUPPORT WITH EXECUTION PLEASE CALL BELOW CONTACT DETAILS
MOBILE: 9791938249, 0413-2211159, WEB: WWW.NEXGENPROJECT.COM,WWW.FINALYEAR-IEEEPROJECTS.COM, EMAIL:Praveen@nexgenproject.com
NEXGEN TECHNOLOGY provides total software solutions to its customers. Apsys works closely with the customers to identify their business processes for computerization and help them implement state-of-the-art solutions. By identifying and enhancing their processes through information technology solutions. NEXGEN TECHNOLOGY help it customers optimally use their resources.
Localization in V2X Communication NetworksStefano Severi
Presentation made by Alireza Ghods and given by Dr. Stefano Severi at CCP Workshop co-located with IEEE Intelligent Vehicles Conference, 19th June 2016 Gothenburg (Sweden)
This video forms part of the showcase event held by the Intelligent Airport (TINA) project: http://intelligentairport.org.uk.
University College London (UCL) developed a passenger tracking system based on active RFID tags.
A SYSTEM CONCEPT FOR A 3D REAL-TIMEOFDM MIMO RADAR FOR FLYING PLATFORMSNexgen Technology
TO GET THIS PROJECT COMPLETE SOURCE ON SUPPORT WITH EXECUTION PLEASE CALL BELOW CONTACT DETAILS
MOBILE: 9791938249, 0413-2211159, WEB: WWW.NEXGENPROJECT.COM,WWW.FINALYEAR-IEEEPROJECTS.COM, EMAIL:Praveen@nexgenproject.com
NEXGEN TECHNOLOGY provides total software solutions to its customers. Apsys works closely with the customers to identify their business processes for computerization and help them implement state-of-the-art solutions. By identifying and enhancing their processes through information technology solutions. NEXGEN TECHNOLOGY help it customers optimally use their resources.
Localization in V2X Communication NetworksStefano Severi
Presentation made by Alireza Ghods and given by Dr. Stefano Severi at CCP Workshop co-located with IEEE Intelligent Vehicles Conference, 19th June 2016 Gothenburg (Sweden)
Melhores práticas em gerenciamento de projetosElderclei Reami
Esta é uma apresentação sobre gerenciamento de projetos baseado na diretrizes do PMBoK, 3a. edição que fiz na X Semana da Informática de Passos - FIP/FESP/UEMG, em 2007. Foi interessante pontuar que métodos ágeis e o PMBoK não são incompatíveis em suas ferramentas. Somente é necessário entender que há uma distinção filosófica sobre o papel do líder ou gerente de projetos.
en esta presentación encontrará todo lo que necesita saber sobre XML en el motor de base de datos SQL Server 2012,2008,2005. Este material fue diseñado para adquirir los conocimientos y presentar el examen 70-461 Querying SQL Server 2012
Study of Utilising SCM – MIMO Channel Model in V2V CommunicationScott Turner
In the recent year’s vehicular ad hoc networks VANETs
has received significant attention in the intelligent transport
system research. Vehicle-to-vehicle V2V communication can be considered an important approach to help the drivers to satisfy requirements like less congestion, accident warning, road exploration, etc. The propagation issues such as path loss,
multipath fading, shadowing loss, depolarization loss, and
polarization mismatch loss significantly affect the reliability of V2V communication.
The goal of this paper is to evaluate the performance of the
PHY layer in V2V communication using a modified Spatial
Channel Model SCM-MIMO.
Presented at Nets4Cars: 6-8 Oct 2014, Saint Petersburg, Russia.
STUDY OF VANET ROUTING PROTOCOLS FOR END TO END DELAYcscpconf
Less than a century since the automobile was made affordable enough for the general public, hundreds of millions of vehicles now travel along highways and streets around the
world. Innovations in safety, comfort, and convenience have made vast improvements in
automobiles during that time, and now new technologies promise to change the face of
vehicular travel once again. Vehicular ad hoc network (VANET) is network which provides the communication between vehicle to vehicle for p r o v i d i n g i n f o r m a t i o n t o travelers with new features and applications that have never previously been possible. This paper focuses
on vehicle to vehicle (V2V) communications in VANET. Lot of research is going on for
determining route between source and destination vehicles for routing the information with
good packet delivery ratio. In this paper we provide a simulation and study of VANET Routing Protocols for end-to-end delay in V2V communication.
Study of vanet routing protocols for end to end delaycsandit
Less than a century since the automobile was made affordable enough for the general
public, hundreds of millions of vehicles now travel along highways and streets around the
world. Innovations in safety, comfort, and convenience have made vast improvements in
automobiles during that time, and now new technologies promise to change the face of
vehicular travel once again. Vehicular ad hoc network (VANET) is network which provides the
communication between vehicle to vehicle for p r o v i d i n g i n f o rma t i o n t o travelers with
new features and applications that have never previously been possible. This paper focuses
on vehicle to vehicle (V2V) communications in VANET. Lot of research is going on for
determining route between source and destination vehicles for routing the information with
good packet delivery ratio. In this paper we provide a simulation and study of VANET Routing
Protocols for end-to-end delay in V2V communication.
Collision Avoidance Protocol for Inter Vehicular Communication Editor IJCATR
Vehicle to vehicle communication can give us better results by avoiding the major problems in road like collision of vehicles, better route selection in case of traffic congestion, fuel consumption, suitable selection of parking place etc. This paper presents a protocol to avoid the collision of vehicles. High mobility and fast topology changes are the characteristics of Vehicular Ad-hoc Networks (VANETs). To establish the real world environment for VANETs, network simulator NS2 is used. Medium Access Control (MAC) Protocol is used to avoid the collision of transmitted data. The Simulation is done using the proposed Vehicular Ad-hoc On-demand Distance Vector (VAODV) routing protocol, which is a modification of Ad-hoc On-demand Distance Vector (AODV) routing protocol. The proposed VAODV protocol is continuously checks the distance, speed of each vehicle and if it finds that the distance between vehicles is continuously decreasing then in this case it will send a warning textual message to those vehicles that are in accidental situation. Based on this textual information these vehicles will take particular action like vehicle may choose new route if it exists or it may slow down its own speed or it may stop moving by pressing brake. The experimental results are used to find out the performance of VAODV protocol. The performance of VAODV protocol is analyzed with different parameters like end to end delay, throughput, packet delivery ratio, normalized routing load etc.
Collision Avoidance Protocol for Inter Vehicular CommunicationEditor IJCATR
Vehicle to vehicle communication can give us better results by avoiding the major problems in road like collision of
vehicles, better route selection in case of traffic congestion, fuel consumption, suitable selection of parking place etc. This paper
presents a protocol to avoid the collision of vehicles. High mobility and fast topology changes are the characteristics of Vehicular Adhoc
Networks (VANETs). To establish the real world environment for VANETs, network simulator NS2 is used. Medium Access
Control (MAC) Protocol is used to avoid the collision of transmitted data. The Simulation is done using the proposed Vehicular Adhoc
On-demand Distance Vector (VAODV) routing protocol, which is a modification of Ad-hoc On-demand Distance Vector (AODV)
routing protocol. The proposed VAODV protocol is continuously checks the distance, speed of each vehicle and if it finds that the
distance between vehicles is continuously decreasing then in this case it will send a warning textual message to those vehicles that are
in accidental situation. Based on this textual information these vehicles will take particular action like vehicle may choose new route if
it exists or it may slow down its own speed or it may stop moving by pressing brake. The experimental results are used to find out the
performance of VAODV protocol. The performance of VAODV protocol is analyzed with different parameters like end to end delay,
throughput, packet delivery ratio, normalized routing load etc.
An efficient ant optimized multipath routing in wireless sensor networkEditor Jacotech
Today, the Wireless Sensor Network is increasingly gaining popularity and importance. It is the more interesting and stimulating area of research. Now, the WSN is applied in object tracking and environmental monitoring applications. This paper presents the self-optimized model of multipath routing algorithm for WSN which considers definite parameters like delay, throughput level and loss and generates the outcomes that maximizes data throughput rate and minimizes delay and loss. This algorithm is based on ANT optimization technique that will bring out an optimal and organized route for WSN and is also to avoid congestion in WSN, the algorithm incorporate multipath capability..
Melhores práticas em gerenciamento de projetosElderclei Reami
Esta é uma apresentação sobre gerenciamento de projetos baseado na diretrizes do PMBoK, 3a. edição que fiz na X Semana da Informática de Passos - FIP/FESP/UEMG, em 2007. Foi interessante pontuar que métodos ágeis e o PMBoK não são incompatíveis em suas ferramentas. Somente é necessário entender que há uma distinção filosófica sobre o papel do líder ou gerente de projetos.
en esta presentación encontrará todo lo que necesita saber sobre XML en el motor de base de datos SQL Server 2012,2008,2005. Este material fue diseñado para adquirir los conocimientos y presentar el examen 70-461 Querying SQL Server 2012
Study of Utilising SCM – MIMO Channel Model in V2V CommunicationScott Turner
In the recent year’s vehicular ad hoc networks VANETs
has received significant attention in the intelligent transport
system research. Vehicle-to-vehicle V2V communication can be considered an important approach to help the drivers to satisfy requirements like less congestion, accident warning, road exploration, etc. The propagation issues such as path loss,
multipath fading, shadowing loss, depolarization loss, and
polarization mismatch loss significantly affect the reliability of V2V communication.
The goal of this paper is to evaluate the performance of the
PHY layer in V2V communication using a modified Spatial
Channel Model SCM-MIMO.
Presented at Nets4Cars: 6-8 Oct 2014, Saint Petersburg, Russia.
STUDY OF VANET ROUTING PROTOCOLS FOR END TO END DELAYcscpconf
Less than a century since the automobile was made affordable enough for the general public, hundreds of millions of vehicles now travel along highways and streets around the
world. Innovations in safety, comfort, and convenience have made vast improvements in
automobiles during that time, and now new technologies promise to change the face of
vehicular travel once again. Vehicular ad hoc network (VANET) is network which provides the communication between vehicle to vehicle for p r o v i d i n g i n f o r m a t i o n t o travelers with new features and applications that have never previously been possible. This paper focuses
on vehicle to vehicle (V2V) communications in VANET. Lot of research is going on for
determining route between source and destination vehicles for routing the information with
good packet delivery ratio. In this paper we provide a simulation and study of VANET Routing Protocols for end-to-end delay in V2V communication.
Study of vanet routing protocols for end to end delaycsandit
Less than a century since the automobile was made affordable enough for the general
public, hundreds of millions of vehicles now travel along highways and streets around the
world. Innovations in safety, comfort, and convenience have made vast improvements in
automobiles during that time, and now new technologies promise to change the face of
vehicular travel once again. Vehicular ad hoc network (VANET) is network which provides the
communication between vehicle to vehicle for p r o v i d i n g i n f o rma t i o n t o travelers with
new features and applications that have never previously been possible. This paper focuses
on vehicle to vehicle (V2V) communications in VANET. Lot of research is going on for
determining route between source and destination vehicles for routing the information with
good packet delivery ratio. In this paper we provide a simulation and study of VANET Routing
Protocols for end-to-end delay in V2V communication.
Collision Avoidance Protocol for Inter Vehicular Communication Editor IJCATR
Vehicle to vehicle communication can give us better results by avoiding the major problems in road like collision of vehicles, better route selection in case of traffic congestion, fuel consumption, suitable selection of parking place etc. This paper presents a protocol to avoid the collision of vehicles. High mobility and fast topology changes are the characteristics of Vehicular Ad-hoc Networks (VANETs). To establish the real world environment for VANETs, network simulator NS2 is used. Medium Access Control (MAC) Protocol is used to avoid the collision of transmitted data. The Simulation is done using the proposed Vehicular Ad-hoc On-demand Distance Vector (VAODV) routing protocol, which is a modification of Ad-hoc On-demand Distance Vector (AODV) routing protocol. The proposed VAODV protocol is continuously checks the distance, speed of each vehicle and if it finds that the distance between vehicles is continuously decreasing then in this case it will send a warning textual message to those vehicles that are in accidental situation. Based on this textual information these vehicles will take particular action like vehicle may choose new route if it exists or it may slow down its own speed or it may stop moving by pressing brake. The experimental results are used to find out the performance of VAODV protocol. The performance of VAODV protocol is analyzed with different parameters like end to end delay, throughput, packet delivery ratio, normalized routing load etc.
Collision Avoidance Protocol for Inter Vehicular CommunicationEditor IJCATR
Vehicle to vehicle communication can give us better results by avoiding the major problems in road like collision of
vehicles, better route selection in case of traffic congestion, fuel consumption, suitable selection of parking place etc. This paper
presents a protocol to avoid the collision of vehicles. High mobility and fast topology changes are the characteristics of Vehicular Adhoc
Networks (VANETs). To establish the real world environment for VANETs, network simulator NS2 is used. Medium Access
Control (MAC) Protocol is used to avoid the collision of transmitted data. The Simulation is done using the proposed Vehicular Adhoc
On-demand Distance Vector (VAODV) routing protocol, which is a modification of Ad-hoc On-demand Distance Vector (AODV)
routing protocol. The proposed VAODV protocol is continuously checks the distance, speed of each vehicle and if it finds that the
distance between vehicles is continuously decreasing then in this case it will send a warning textual message to those vehicles that are
in accidental situation. Based on this textual information these vehicles will take particular action like vehicle may choose new route if
it exists or it may slow down its own speed or it may stop moving by pressing brake. The experimental results are used to find out the
performance of VAODV protocol. The performance of VAODV protocol is analyzed with different parameters like end to end delay,
throughput, packet delivery ratio, normalized routing load etc.
An efficient ant optimized multipath routing in wireless sensor networkEditor Jacotech
Today, the Wireless Sensor Network is increasingly gaining popularity and importance. It is the more interesting and stimulating area of research. Now, the WSN is applied in object tracking and environmental monitoring applications. This paper presents the self-optimized model of multipath routing algorithm for WSN which considers definite parameters like delay, throughput level and loss and generates the outcomes that maximizes data throughput rate and minimizes delay and loss. This algorithm is based on ANT optimization technique that will bring out an optimal and organized route for WSN and is also to avoid congestion in WSN, the algorithm incorporate multipath capability..
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Software Engineering, Software Consulting, Tech Lead, Spring Boot, Spring Cloud, Spring Core, Spring JDBC, Spring Transaction, Spring MVC, OpenShift Cloud Platform, Kafka, REST, SOAP, LLD & HLD.
OpenMetadata Community Meeting - 5th June 2024OpenMetadata
The OpenMetadata Community Meeting was held on June 5th, 2024. In this meeting, we discussed about the data quality capabilities that are integrated with the Incident Manager, providing a complete solution to handle your data observability needs. Watch the end-to-end demo of the data quality features.
* How to run your own data quality framework
* What is the performance impact of running data quality frameworks
* How to run the test cases in your own ETL pipelines
* How the Incident Manager is integrated
* Get notified with alerts when test cases fail
Watch the meeting recording here - https://www.youtube.com/watch?v=UbNOje0kf6E
Launch Your Streaming Platforms in MinutesRoshan Dwivedi
The claim of launching a streaming platform in minutes might be a bit of an exaggeration, but there are services that can significantly streamline the process. Here's a breakdown:
Pros of Speedy Streaming Platform Launch Services:
No coding required: These services often use drag-and-drop interfaces or pre-built templates, eliminating the need for programming knowledge.
Faster setup: Compared to building from scratch, these platforms can get you up and running much quicker.
All-in-one solutions: Many services offer features like content management systems (CMS), video players, and monetization tools, reducing the need for multiple integrations.
Things to Consider:
Limited customization: These platforms may offer less flexibility in design and functionality compared to custom-built solutions.
Scalability: As your audience grows, you might need to upgrade to a more robust platform or encounter limitations with the "quick launch" option.
Features: Carefully evaluate which features are included and if they meet your specific needs (e.g., live streaming, subscription options).
Examples of Services for Launching Streaming Platforms:
Muvi [muvi com]
Uscreen [usencreen tv]
Alternatives to Consider:
Existing Streaming platforms: Platforms like YouTube or Twitch might be suitable for basic streaming needs, though monetization options might be limited.
Custom Development: While more time-consuming, custom development offers the most control and flexibility for your platform.
Overall, launching a streaming platform in minutes might not be entirely realistic, but these services can significantly speed up the process compared to building from scratch. Carefully consider your needs and budget when choosing the best option for you.
Need for Speed: Removing speed bumps from your Symfony projects ⚡️Łukasz Chruściel
No one wants their application to drag like a car stuck in the slow lane! Yet it’s all too common to encounter bumpy, pothole-filled solutions that slow the speed of any application. Symfony apps are not an exception.
In this talk, I will take you for a spin around the performance racetrack. We’ll explore common pitfalls - those hidden potholes on your application that can cause unexpected slowdowns. Learn how to spot these performance bumps early, and more importantly, how to navigate around them to keep your application running at top speed.
We will focus in particular on tuning your engine at the application level, making the right adjustments to ensure that your system responds like a well-oiled, high-performance race car.
Graspan: A Big Data System for Big Code AnalysisAftab Hussain
We built a disk-based parallel graph system, Graspan, that uses a novel edge-pair centric computation model to compute dynamic transitive closures on very large program graphs.
We implement context-sensitive pointer/alias and dataflow analyses on Graspan. An evaluation of these analyses on large codebases such as Linux shows that their Graspan implementations scale to millions of lines of code and are much simpler than their original implementations.
These analyses were used to augment the existing checkers; these augmented checkers found 132 new NULL pointer bugs and 1308 unnecessary NULL tests in Linux 4.4.0-rc5, PostgreSQL 8.3.9, and Apache httpd 2.2.18.
- Accepted in ASPLOS ‘17, Xi’an, China.
- Featured in the tutorial, Systemized Program Analyses: A Big Data Perspective on Static Analysis Scalability, ASPLOS ‘17.
- Invited for presentation at SoCal PLS ‘16.
- Invited for poster presentation at PLDI SRC ‘16.
May Marketo Masterclass, London MUG May 22 2024.pdfAdele Miller
Can't make Adobe Summit in Vegas? No sweat because the EMEA Marketo Engage Champions are coming to London to share their Summit sessions, insights and more!
This is a MUG with a twist you don't want to miss.
Navigating the Metaverse: A Journey into Virtual Evolution"Donna Lenk
Join us for an exploration of the Metaverse's evolution, where innovation meets imagination. Discover new dimensions of virtual events, engage with thought-provoking discussions, and witness the transformative power of digital realms."
A Study of Variable-Role-based Feature Enrichment in Neural Models of CodeAftab Hussain
Understanding variable roles in code has been found to be helpful by students
in learning programming -- could variable roles help deep neural models in
performing coding tasks? We do an exploratory study.
- These are slides of the talk given at InteNSE'23: The 1st International Workshop on Interpretability and Robustness in Neural Software Engineering, co-located with the 45th International Conference on Software Engineering, ICSE 2023, Melbourne Australia
AI Genie Review: World’s First Open AI WordPress Website CreatorGoogle
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Introducing Crescat - Event Management Software for Venues, Festivals and Eve...Crescat
Crescat is industry-trusted event management software, built by event professionals for event professionals. Founded in 2017, we have three key products tailored for the live event industry.
Crescat Event for concert promoters and event agencies. Crescat Venue for music venues, conference centers, wedding venues, concert halls and more. And Crescat Festival for festivals, conferences and complex events.
With a wide range of popular features such as event scheduling, shift management, volunteer and crew coordination, artist booking and much more, Crescat is designed for customisation and ease-of-use.
Over 125,000 events have been planned in Crescat and with hundreds of customers of all shapes and sizes, from boutique event agencies through to international concert promoters, Crescat is rigged for success. What's more, we highly value feedback from our users and we are constantly improving our software with updates, new features and improvements.
If you plan events, run a venue or produce festivals and you're looking for ways to make your life easier, then we have a solution for you. Try our software for free or schedule a no-obligation demo with one of our product specialists today at crescat.io
Mobile App Development Company In Noida | Drona InfotechDrona Infotech
Looking for a reliable mobile app development company in Noida? Look no further than Drona Infotech. We specialize in creating customized apps for your business needs.
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Utilocate offers a comprehensive solution for locate ticket management by automating and streamlining the entire process. By integrating with Geospatial Information Systems (GIS), it provides accurate mapping and visualization of utility locations, enhancing decision-making and reducing the risk of errors. The system's advanced data analytics tools help identify trends, predict potential issues, and optimize resource allocation, making the locate ticket management process smarter and more efficient. Additionally, automated ticket management ensures consistency and reduces human error, while real-time notifications keep all relevant personnel informed and ready to respond promptly.
The system's ability to streamline workflows and automate ticket routing significantly reduces the time taken to process each ticket, making the process faster and more efficient. Mobile access allows field technicians to update ticket information on the go, ensuring that the latest information is always available and accelerating the locate process. Overall, Utilocate not only enhances the efficiency and accuracy of locate ticket management but also improves safety by minimizing the risk of utility damage through precise and timely locates.
Transform Your Communication with Cloud-Based IVR SolutionsTheSMSPoint
Discover the power of Cloud-Based IVR Solutions to streamline communication processes. Embrace scalability and cost-efficiency while enhancing customer experiences with features like automated call routing and voice recognition. Accessible from anywhere, these solutions integrate seamlessly with existing systems, providing real-time analytics for continuous improvement. Revolutionize your communication strategy today with Cloud-Based IVR Solutions. Learn more at: https://thesmspoint.com/channel/cloud-telephony
Zoom is a comprehensive platform designed to connect individuals and teams efficiently. With its user-friendly interface and powerful features, Zoom has become a go-to solution for virtual communication and collaboration. It offers a range of tools, including virtual meetings, team chat, VoIP phone systems, online whiteboards, and AI companions, to streamline workflows and enhance productivity.
AnaVANET: an experiment and visualization tool for vehicular networks
1. AnaVANET:
an experiment and visualization tool
for vehicular networks
TRIDENTCOM 2014
Guangzhou, People's Republic of China
6th, May, 2014
Manabu Tsukada Inria,fr => UTokyo,jp
José Santa UMU,es
Satoshi Matsuura NAIST, jp
Thierry Ernst Mines ParisTech, fr
Kazutoshi Fujikawa NAIST, jp
2. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Outline
2
Background
Issue and requirements for VANET evaluation
Evaluation methodology
AnaVANET
Evaluation of NEMO over IPv6 GeoNetworking
3. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Vehicular Networking
3
Intelligent Transportation Systems (ITS)
Systems to achieve road safety, traffic efficiency and comfort
Cooperative ITS
Systems where multiple ITS Stations share information to
achieve better road safety, traffic efficiency and comfort
Vehicle, Roadside, Central and Personal ITS Stations
Communication
Vehicle ITS Station
Central ITS Station
Personal ITS Station
Roadside ITS Station
✓Road safety
✓Traffic efficiency
✓Comfort
4. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Network Layer Protocols for vehicular Networking
4
Vehicle to Vehicle (V2V)
wireless communications in dynamic topologies
without any infrastructure
VANET or MANET
Vehicle to Infrastructure (V2I)
global connectivity of nodes to the Internet
Internet Mobility (Mobile IPv6, NEMO)
AODV OLSR GeoNetworking,
C2CNet
Mobile IPv6 NEMO
Network Layer Protocols for vehicular communications
Topology based
Position based
Reactive Proactive
Network mobilityHost mobility
Infrastructure basedInfrastructure less (VANET or MANET)
5. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Issues on vehicular networks evaluation
5
Common end-to-end evaluation tools such as
ping6 and iperf
1. Unawareness of communication path
2. Unawareness of per-hop network
performance in the communication path
3. Unawareness of vehicles movement
Sender(ping6, iperf)
Receiver
6. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Requirements on vehicular network evaluation
6
1. Path detection
2. Communication performance in links
3. Geographical awareness
4. Intuitive visualization
5. Independence from network protocols
6. Independence from devices
7. Adaptation to various scenarios
8. Easiness for data collection
7. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Overview of Evaluation Methodology
7
The evaluation goals are to analyze which
testing conditions affect which
performance indicators using
target network protocols.
Distance Static Urban Highway
Packet size,
Send rate
TCP window size,
Max segment size
Packet size,
send interval
Testing Scenarios
Data Flows
Hardware (CPU, Memory), Antenna, Wireless setting(frequency, data rate)Testbed platform
Performance Indicators
AnaVANET
PDR, throughput, Jitter,
Hop count
Throughput
RTT, PDR, Hop
count
Infrastructure-basedInfrastructure less
(NEMO)(OLSR / C2CNet / IPv6 GeoNetworking)
Testing
Conditions
Target Network Protocols
(Examples)
Number of Vehicles
UDP TCP ICMPv6
8. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Testbed platform
8
V2V and V2I network
ARs and MRs
OS: Linux 2.6.29.6
Wireless configuration
•frequency 2.422Ghz
•Data rate 6 Mbits/s
NEMO is supported
GeoNetworking is
supported
Wireless
Wireless
MR1
MNN1
cable
MR2
MNN2
cable
MR3 MR4
Vehicular Network
Infrastructure Network
AR1
AR2
IPv6 Internet
HA1
9. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Testing Scenarios
9
Location Scenarios
INRIA Paris-Rocquencourt installations
Number of vehicles
Up to four vehicles are considered in our case
Mobility Scenarios Distance Static
Urban Highway
parked ~10km/h
Obstacle Obstacle
parked parked
parked parked
packet
~100km/h
~100km/h
~100km/h
Obstacle
~30km/h
~30km/h
~30km/h
10. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Data Flows and Performance Indicators
10
Data Flows
UDP
TCP
ICMPv6
Performance Indicators
Packet Delivery Ratio
Round Trip Time
Bandwidth
Jitter
Geographic metric
Hop count
Speed
Position of cars
Distance between cars
Sender(ping6, iperf)
Receiver
11. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Overview of the AnaVANET system
11
Generate packets with UDP, TCP and ICMPv6
Capture packets in all the nodes
Trace them packet by packet
MNN1
(Sender)
MNN2
(Receiver)MR1 MR4 MR2
Cable CableWireless Wireless
UDP / ICMPv6
traffic generation
iperf / ping6
log
tcpdump
log
GPS
log
tcpdump
log
GPS
log
tcpdump
log
GPS
log
iperf
log
AnaVANET
(optional)
(optional)
XML
statistics
Packet
trace
GnuplotWeb font-end
(Google maps)AnaVANET Web viewer
Graphshttp://anavanet.net/
MR3
tcpdump
log
GPS
log
Wireless
12. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Output examples
12
Google maps shows the
performance indicators with
Movement
Distance
Obstacles
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Graphs generated by gnuplot
shows as follow
0 50 100 150 200 250 300
NEMOstatus
Time (seconds)
Fail
Succes
0
20
40
60
80
100
PDR(%)
Echo Request via AR2
0
20
40
60
80
100
PDR(%)
Echo Request via AR1
0
100
200
300
400
0
5
10
15
20
25
30
Distance(m)
RTT(ms)
Distance between MR and AR1
Distance between MR and AR2
RTT
13. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
IPv6 GeoNetworking using NEMO (ICMPv6)
13
64 bytes in 0.5s interval
RTT is about 5ms
Binding registrations are
lost in the south road
Handover
without packet loss
120m from AR2, 50m from AR1
0 50 100 150 200 250 300
NEMOstatus
Time (seconds)
Fail
Success
0
20
40
60
80
100
PDR(%)
Echo Request via AR2
0
20
40
60
80
100
PDR(%)
Echo Request via AR1
0
100
200
300
400
0
5
10
15
20
25
30
Distance(m)
RTT(ms)
Distance between MR and AR1
Distance between MR and AR2
RTT
AR2
AR1
MR
0
20
40
60
80
100
RTT (ms)
RTT
Packet loss
Binding registration Success
Binding registration Fail
RTT (ms)
http://anavanet.net/demo-vienna/?analysis=1296754401
14. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
IPv6 GeoNetworking using NEMO (UDP)
14
1250 Bytes packet with 1
Mbps rate
UDP packets are lost during
4 seconds in handover
Disconnection time after the
binding registration failure
was seven seconds (= 1 +
2 + 4)
0 20 40 60 80 100 120 140 160 180
NEMOstatus
Time (seconds)
Fail
Success
0
20
40
60
80
100
PDR(%)
PDR to AR2
0
20
40
60
80
100
PDR(%)
PDR to AR1
0
100
200
300
400
0
100
200
300
400
500
Distance(m)
Throughput(Kbits/sec)
Distance between MR and AR1
Distance between MR and AR2
Throughput
AR2
AR1
MR
0
20
40
60
80
100
PDR (%)
PDR to AR1
PDR to AR2
Binding registration Success
Binding registration Fail
PDR (%)
http://anavanet.net/demo-vienna/?analysis=1296759090
15. www.anavanet.net AnaVANET: an experiment and visualization tool for vehicular networks
Conclusions and future works
15
Conclusions
Analysis of evaluation of vehicular networks
Evaluation methodology
•Analysis of metric impacts the network performance
•Performance indicators
Design and Implementation of AnaVANET
Evaluation of IPv6 GeoNetworking using NEMO
Future work
Link layer extension i.e. channel quality, load ratio
Support for multicast data flows
Evaluation of real Cooperative ITS application
16. Thank you for attention
Manabu Tsukada
<tsukada@hongo.wide.ad.jp>