Performance Analysis of IRS Assisted UAV Networks Based on Statistical Channels
Implementation plan:
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Step 1: Initially, we will create an environment with 50 Users,3 UAV, 3 IRS and 3 base stations.
Step 2: Then, we collect statistical channel state information (CSI) data from the IRS .
Step 3: Next, we maximize energy efficiency based on UAV trajectory, transmit power, and IRS phase shifts.
Step 4: Next, we Optimize the UAV trajectories using Successive Convex Approximation (SCA) with Dinkelbach’s algorithm.
Step 5: Next, we Optimize the IRS phase-shifts using derive a closed-form solution with equivalent transformations
Step 6: Finally, we plot performance metrics for the following
6.1: Number of UAV vs. Energy Efficiency (bits/Joule)
6.2: Number of UAV vs. Transmission Rate (Mbps)
6.3: Number of UAV vs. Latency (ms)
6.4: Number of UAV vs. Network Coverage Area(%)
Software Requirements:
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1. Development Tool: Matlab-R2023a or above
2. Operating System: Windows-10 (64-bit) or above
Note:
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1) If the above plan does not satisfy your requirement, please provide the processing details, like the above step-by-step.
2) Please note that this implementation plan does not include any further steps after it is put into implementation.
3) If the plan satisfies your requirement, Please confirm with us.
4) Project based on Simulation only, not a real time project.
5) Please understand that any modifications made to the confirmed implementation plan will not be made before or after the project development.
