An Out-of-Sample Extension for Wireless Multipoint Channel Charting. - Tushara Ponnada; Hanan Al-Tous; Olav Tirkkonen; Christoph Studer (CrownCom, 2019)

Multipoint channel charting-based radio resource management for V2V communications. - Hanan Al-Tous; Tushara Ponnada; Christoph Studer; Olav Tirkkonen (EURASIP J. Wirel. Commun. Netw., 2020)

Channel Charting Based Beam SNR Prediction. - Parham Kazemi; Tushara Ponnada; Hanan Al-Tous; Ying-Chang Liang; Olav Tirkkonen (EuCNC/6G Summit, 2021)

Best Beam Prediction in Non-Standalone mm Wave Systems. - Tushara Ponnada; Parham Kazemi; Hanan Al-Tous; Ying-Chang Liang; Olav Tirkkonen (EuCNC/6G Summit, 2021)

Location-Free Beam Prediction in mmWave Systems. - Tushara Ponnada; Hanan Al-Tous; Olav Tirkkonen (VTC Spring, 2021)

Beam SNR Prediction Using Channel Charting. - Parham Kazemi; Hanan Al-Tous; Tushara Ponnada; Christoph Studer; Olav Tirkkonen (IEEE Trans. Veh. Technol., 2023)