Performance Analysis of Next Generation Wireless Networks

Performance Analysis of Next Generation Wireless Networks

Implementation plan:
************************

Scenario 1; (With Agentic AI)
********************************

Step 1: Initially, we constructed a 6G-enabled network with 50 Users, 2 base stations, and 1 cloud server .

Step 2: Then, we collected simulated network data such as traffic load, energy usage, and signal strength from all User nodes.

Step 3: Next, we implemented constrained Agentic AI models to optimize energy consumption and ensure secure data handling.

Step 4: Next, we applied Neural Radio Protocol Stack (NRPS) generation using Agentic AI to adapt communication protocols dynamically.

Step 5: Then, we enabled decentralized routing using autonomous cognitive agents for data forwarding.

Step 6: Then, we analyzed the performance of the system under varying mobility, interference, and load conditions.

Step 7: Finally, we plot performance for the following metrics:

7.1: Number of Users vs. Latency (ms)
7.2: Number of Users vs. SNR (dB)
7.3: Number of Users vs. Packet Delivery Ratio (%)
7.4: Number of Users vs. Retransmission Rate (%)

Scenario 2 (Without Agentic AI)
***********************************

Step 1: Initially, we constructed a 6G-enabled network with 50 Users, 2 base stations, and 1 cloud server .

Step 2: Then, we collected simulated network data such as traffic load, energy usage, and signal strength from all User nodes.

Step 3: Next, we implemented an energy-aware optimization algorithm to reduce power usage and enforce basic security rules.

Step 4: Then, we enabled decentralized routing using a lightweight distributed algorithm for data forwarding.

Step 5: Then, we analyzed the performance of the system under varying mobility, interference, and load conditions.

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

6.1: Number of Users vs. Latency (ms)
6.2: Number of Users vs. SNR (dB)
6.3: Number of Users vs. Packet Delivery Ratio (%)
6.4: Number of Users vs. Retransmission Rate (%)

Software Requirements:
***************************

1. Development Tool: OMNeT++ 4.6 or above
2. Operating System: Windows 10 (64-bit) or above

Note
******

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.

Related Pages