Research Summary

• Signal detection and estimation

• Radio map construction and application

• Integrated sensing and communications

• Wireless sensor network

• Resource allocation

• Deep learning based radar signal processing

Signal detection and estimation

• Optimum noncoherent detection of constant-envelope signals using received magnitudes; energy vs amplitude detection (arXiv 2025).

Radio map Construction and Application

• Discovering CSI evolution using radio map for massive MIMO channel estimation (ICC 2024).

• Antenna pattern calibration in low-altitude air-to-ground sensing via radio map (ICCC Workshops 2024).

ISAC & WSN

• Sensing, detection and localization for low altitude UAV: A RF-based framework via multiple BSs collaboration

• Resource optimization in wireless sensing and localization networks (Applied Sciences 2024).

• Scheduling in wireless cooperative localization networks with intelligent eavesdroppers (WCMC 2024).

• Power allocation in infrastructure-limited integrated sensing and localization networks (VTC 2022-Fall).

• Multipath ghosts mitigation for radar-based positioning systems (VTC 2022-Fall).

• Reliable target positioning in complicated environments using multiple radar observations (GLOBECOM 2021).

Radar signal processing & machine learning

• Multipath ghosts mitigation for radar-based positioning systems (VTC 2022-Fall).

• Reliable target positioning in complicated environments using multiple radar observations (GLOBECOM 2021).

• Human activity classification with radar signal processing and machine learning (UCET 2020).

• Elderly care: deep learning for multi-domain activity classification (UCET 2020).