Performance Analysis of Handovers in a 5G NR Network

Implementation Plan:
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Step 1: Initially, we construct an 5G NR network with 50 UEs , 2 gNBs and 1 server

Step 2: Then, we run simulations and collect KPI logs including RSRP, RSRQ, SINR, HO attempts, ping-pong events, RLF, HO delay, and throughput.

Step 3: Next, we apply heuristic tuning followed by Bayesian Optimization (BO) on HO control parameters (TTT, hysteresis, A3/A5 offsets) based on collected data.

Step 4: Then, we detect the optimized policy across mobility, load, and interference to verify robustness and target compliance.

Step 5: Finally, we plot performance for the following metrics:

5.1: Number of UEs vs. HO Success Rate (%)

5.2: Number of UEs vs. Ping-Pong Rate (%)

5.3: Number of UEs vs. MTTU (ms)

5.4: Number of UEs vs. DL Throughput (Mbps)

5.5: Number of UEs vs. HO Failure Rate (%)

5.6: Number of UEs vs. SINR (dB)

Software Requirement:
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1. Development Tool: NS 3.30 or above with Python

2. Operating System: Ubuntu 18.04 LTS (64-bit) or above

Note:
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1) If the proposed plan does not fully align with your requirements, please provide all necessary details—including steps, parameters, models, and expected outcomes—in advance.

2) Kindly ensure that any missing configurations or specifications are clearly outlined in the plan before confirming.

3) If there’s no built-in solution for what the project needs, we can always turn to reference models, customize our own, different math models or write the code ourselves to fulfil the process.

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

5) Project based on Simulation only.

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