Working data generator capable of creating diverse network scenarios

[Emboiss13]

📝 Description

Multiple two-dimensional network environments will be emulated by randomly generating scenario parameters and constraints. Each environment scenario will include all data required to perform positioning estimations. This includes developing the exact (ground-truth) positions of the target device and other devices in the network, obstacles, material attenuation coefficients, noise, interference, and signal-strength measurements, etc.

👩🏻‍💻 Tasks

• Implement 2D network environment emulation
• Generate ground-truth device positions, network layouts, obstacles, and material attenuation properties
• Model channel effects including noise, interference and LOS/NLOS conditions
• Validate emulated outputs for realism and consistency

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