Search Results for author: Petri Mähönen

Found 3 papers, 0 papers with code

Quantum Computing for Artificial Intelligence Based Mobile Network Optimization

no code implementations26 Jun 2021 Furqan Ahmed, Petri Mähönen

We formulate RSI assignment as quadratic unconstrained binary optimization (QUBO) problem constructed using data ingested from a commercial mobile network, and solve it using a cloud-based commercially available quantum computing platform.

The Importance of Being Earnest: Performance of Modulation Classification for Real RF Signals

no code implementations17 Sep 2018 Colin de Vrieze, Ljiljana Simić, Petri Mähönen

In this paper we study the performance of DMC in real-world wireless networks, using an extensive RF signal dataset of 250, 000 over-the-air transmissions with heterogeneous transceiver hardware and co-channel interference.

General Classification

Channel Selection Algorithm for Cognitive Radio Networks with Heavy-Tailed Idle Times

no code implementations15 Jul 2016 S. Senthilmurugan, Junaid Ansari, Petri Mähönen, T. G. Venkatesh, Marina Petrova

We implement our proposed CSA framework in a wireless test-bed and comprehensively evaluate its performance by recreating the realistic PU channel occupancy patterns.

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