Performance Analysis of Cluster Based Dissemination in VANET

Performance Analysis of Cluster Based Dissemination in VANET

Implementation Plan:
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Scenario 1: Using Gaussian Mixture Model (GMM)
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Step 1: Initially, we will construct a VANET Network with 120 vehicles , 4 RSU, 2 Base station and 1 Server

Step 2; Then, we simulate and collect the simulated data.

Step 3: Next, we Implement the Gaussian Mixture Model (GMM) clustering algorithms for dissemination:

Step 4: Next, we Develop cluster-based alert dissemination protocols utilizing the clusters formed by GMM.

Step 5: Next, we Implement AODV-based alert dissemination protocol for routing as a baseline.

Step 6: Finally, we plot performance metrics for the following

6.1: Number of vehicles vs. Throughput (Mbps)

6.2: Number of vehicles vs. End to End Delay (ms)

6.3: Number of vehicles vs. Packet Delivery Ratio (%)

6.4: Number of vehicles vs. Cluster Stability(%)

6.5: Number of vehicles vs. Alert Dissemination Efficiency (%)

6.6: Number of vehicles vs. Communication Overhead (%)

Scenario 2: Using AMACAD
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Step 1: Initially, we will construct a VANET Network with 120 vehicles , 4 RSU, 2 Base station and 1 Server

Step 2; Then, we simulate and collect the simulated data.

Step 3: Next, we Implement the AMACAD clustering algorithms for dissemination:

Step 4: Next, we Develop cluster-based alert dissemination protocols utilizing the clusters formed by AMACAD.

Step 5: Next, we Implement AODV-based alert dissemination protocol for routing as a baseline.

Step 6: Finally, we plot performance metrics for the following

6.1: Number of vehicles vs. Throughput (Mbps)

6.2: Number of vehicles vs. End to End Delay (ms)

6.3: Number of vehicles vs. Packet Delivery Ratio (%)

6.4: Number of vehicles vs. Cluster Stability(%)

6.5: Number of vehicles vs. Alert Dissemination Efficiency (%)

6.6: Number of vehicles vs. Communication Overhead (%)

Scenario 3: Using DBSCAN
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Step 1: Initially, we will construct a VANET Network with 120 vehicles , 4 RSU, 2 Base station and 1 Server

Step 2; Then, we simulate and collect the simulated data.

Step 3: Next, we Implement the DBSCAN clustering algorithms for dissemination:

Step 4: Next, we Develop cluster-based alert dissemination protocols utilizing the clusters formed by DBSCAN .

Step 5: Next, we Implement AODV-based alert dissemination protocol for routing as a baseline.

Step 6: Finally, we plot performance metrics for the following

6.1: Number of vehicles vs. Throughput (Mbps)

6.2: Number of vehicles vs. End to End Delay (ms)

6.3: Number of vehicles vs. Packet Delivery Ratio (%)

6.4: Number of vehicles vs. Cluster Stability(%)

6.5: Number of vehicles vs. Alert Dissemination Efficiency (%)

6.6: Number of vehicles vs. Communication Overhead (%)

Scenario 4: Using Spectral Clustering
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Step 1: Initially, we will construct a VANET Network with 120 vehicles , 4 RSU, 2 Base station and 1 Server

Step 2; Then, we simulate and collect the simulated data.

Step 3: Next, we Implement the Spectral Clustering algorithms for dissemination:

Step 4: Next, we Develop cluster-based alert dissemination protocols utilizing the clusters formed by Spectral Clustering.

Step 5: Next, we Implement AODV-based alert dissemination protocol for routing as a baseline.

Step 6: Finally, we plot performance metrics for the following

6.1: Number of vehicles vs. Throughput (Mbps)

6.2: Number of vehicles vs. End to End Delay (ms)

6.3: Number of vehicles vs. Packet Delivery Ratio (%)

6.4: Number of vehicles vs. Cluster Stability(%)

6.5: Number of vehicles vs. Alert Dissemination Efficiency (%)

6.6: Number of vehicles vs. Communication Overhead (%)

Software Requirements:
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1. Development Tool: OMNET++ 4.6 or above with Veins

2. Operating System: Windows 10 (64-bit) or above

Note:
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1) If the plan does not meet your requirements, provide detailed steps, parameters, models, or expected results in advance. Once implemented, changes won’t be possible without prior input; otherwise, we’ll proceed as per our implementation plan.

2) If the plan satisfies your requirement, Please confirm with us.

3) Project based on Simulation only, not a real time project.

4) Please understand that any modifications made to the confirmed implementation plan will not be made after the project development.

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