RadioMapSeer

该数据集包含通过主导路径模型（DPM）生成的模拟路径损耗图，这种模型是专门为在CKM构建中进行训练和测试而设计的。测试数据集中的基站位置与训练数据集不重叠，以确保模型的泛化能力。该数据集的规模为21,000张路径损耗图，其中20,000张用于训练，1,000张用于测试。任务目标是构建路径损耗图。

This dataset contains simulated path loss maps generated by the Dominant Path Model (DPM), which is specifically designed for training and testing in the construction of CKM. The base station positions in the test dataset are non-overlapping with those in the training dataset, ensuring the model’s generalization capability. The total size of this dataset is 21,000 path loss maps, with 20,000 allocated for training and 1,000 for testing. The task objective is to construct path loss maps.

搜集汇总

背景与挑战

背景概述

RadioMapSeer数据集是一个包含路径损耗和到达时间(ToA)无线电地图的数据集，主要用于定位应用，大小为3GB。作者还提供了更多现实的IRT2/IRT4模拟数据集和3D IRT2数据集，详细信息可在IEEE DataPort上获取。