Performance Analysis of Vehicular Networks Intelligent Transport System
Implementation plan:
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Scenario 1: urllc (Ultra-Reliable Low Latency Communication):
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Step 1: Initially we construct the vanet network with 100- Vehicles, 4- Base Stations.
Step 2: we construct the mobility, road area, and map based on the SUMO.
Step 3: Next we transmit the safety messages and their priority level.
Step 4: Next, We consider various factors, including the priority of safety messages and the resource requirements of different services using a queuing model or reinforcement learning. URLLC is designed for applications that require extremely low latency, high reliability, and low packet error rates.
Step 5: Next, we implement the V2V and V2I communication protocols based on your algorithm.
Step 6: Finally, we generate the graph for,
6.1 Latency
6.2 Throughput
6.3 Packet Loss
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Scenario 2: eMBB (Enhanced Mobile Broadband):
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Step 1: Initially we construct the vanet network with 100- Vehicles, 4- Base Stations.
Step 2: we construct the mobility, road area, and map based on the SUMO.
Step 3: Next we transmit the safety messages and their priority level.
Step 4: Next, We consider various factors, including the priority of safety messages and the resource requirements of different services using a queuing model or reinforcement learning. eMBB slices prioritize high data rates and capacity, often offering multi-gigabit per second throughput.
Step 5: Next, we implement the V2V and V2I communication protocols based on your algorithm.
Step 6: Finally, we generate the graph for,
6.1 Latency
6.2 Throughput
6.3 Packet Loss
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Scenario 3: mMTC (Massive Machine Type Communications):
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Step 1: Initially we construct the vanet network with 100- Vehicles, 4- Base Stations.
Step 2: we construct the mobility, road area, and map based on the SUMO.
Step 3: Next we transmit the safety messages and their priority level.
Step 4: Next, We consider various factors, including the priority of safety messages and the resource requirements of different services using a queuing model or reinforcement learning. mMTC slices aim to efficiently manage network resources to accommodate a massive number of connections with relatively low data rates, while latency and reliability are typically less critical.
Step 5: Next, we implement the V2V and V2I communication protocols based on your algorithm.
Step 6: Finally, we generate the graph for,
6.1 Latency
6.2 Throughput
6.3 Packet Loss
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Software Requirements:
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1) Omnet++ 6.0
2) SUMO 1.11.0
3) Windows 10 [64-bit]
4) Oracle Virtual Box 7.0
5) Ubuntu 20.04.2 LTS
6) Simu-5G 1.2.1 pnp
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Note:-
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1. We make a simulation-based process only not a realtime process.
2. In these 3-scenarios we change the ned files for the simulations.
| Technology | Ph.D | MS | M.Tech |
|---|---|---|---|
| NS2 | 75 | 117 | 95 |
| NS3 | 98 | 119 | 206 |
| OMNET++ | 103 | 95 | 87 |
| OPNET | 36 | 64 | 89 |
| QULANET | 30 | 76 | 60 |
| MININET | 71 | 62 | 74 |
| MATLAB | 96 | 185 | 180 |
| LTESIM | 38 | 32 | 16 |
| COOJA SIMULATOR | 35 | 67 | 28 |
| CONTIKI OS | 42 | 36 | 29 |
| GNS3 | 35 | 89 | 14 |
| NETSIM | 35 | 11 | 21 |
| EVE-NG | 4 | 8 | 9 |
| TRANS | 9 | 5 | 4 |
| PEERSIM | 8 | 8 | 12 |
| GLOMOSIM | 6 | 10 | 6 |
| RTOOL | 13 | 15 | 8 |
| KATHARA SHADOW | 9 | 8 | 9 |
| VNX and VNUML | 8 | 7 | 8 |
| WISTAR | 9 | 9 | 8 |
| CNET | 6 | 8 | 4 |
| ESCAPE | 8 | 7 | 9 |
| NETMIRAGE | 7 | 11 | 7 |
| BOSON NETSIM | 6 | 8 | 9 |
| VIRL | 9 | 9 | 8 |
| CISCO PACKET TRACER | 7 | 7 | 10 |
| SWAN | 9 | 19 | 5 |
| JAVASIM | 40 | 68 | 69 |
| SSFNET | 7 | 9 | 8 |
| TOSSIM | 5 | 7 | 4 |
| PSIM | 7 | 8 | 6 |
| PETRI NET | 4 | 6 | 4 |
| ONESIM | 5 | 10 | 5 |
| OPTISYSTEM | 32 | 64 | 24 |
| DIVERT | 4 | 9 | 8 |
| TINY OS | 19 | 27 | 17 |
| TRANS | 7 | 8 | 6 |
| OPENPANA | 8 | 9 | 9 |
| SECURE CRT | 7 | 8 | 7 |
| EXTENDSIM | 6 | 7 | 5 |
| CONSELF | 7 | 19 | 6 |
| ARENA | 5 | 12 | 9 |
| VENSIM | 8 | 10 | 7 |
| MARIONNET | 5 | 7 | 9 |
| NETKIT | 6 | 8 | 7 |
| GEOIP | 9 | 17 | 8 |
| REAL | 7 | 5 | 5 |
| NEST | 5 | 10 | 9 |
| PTOLEMY | 7 | 8 | 4 |