Blind Transmitter Localization Using Deep Learning: A Scalability Study

Author:

Bizon Ivo1,Nimr Ahmad1,Schulz Philipp1,Chafii Marwa2,Fettweis Gerhard P.1

Affiliation:

1. Technische Universität Dresden (TUD),Vodafone Chair Mobile Communications Systems,Germany

2. New York University (NYU),Engineering Division,Abu Dhabi,UAE

Publisher

IEEE

Reference21 articles.

1. RSS-based Localization of Multiple Unknown Transmitters through Particle Simulation

2. Real-time cooperative spectrum sensing: Reliable localization of unknown interferers in shared spectrum;kulkarni;SCC 2019 12th International ITG Conference on Systems Communications and Coding,2019

3. Exploiting transmitter I/Q imbalance for estimating the number of active users

4. An Additive Model as a Physical Basis for Shadow Fading

5. Constructing accurate Radio Environment Maps with Kriging Interpolation in Cognitive Radio Networks

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. LSTM-DNN-Based Joint Wireless Signal Waveform Classification and Blind Transmitter Localization;2024 19th International Symposium on Wireless Communication Systems (ISWCS);2024-07-14

2. Localization Through Deep Learning in New and Low Sampling Rate Environments;Lecture Notes in Computer Science;2024

3. On Integrated Cooperative Radio Sensing for Spatial Electromagnetic Analysis in 6G;2023 IEEE Future Networks World Forum (FNWF);2023-11-13

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