Key research themes
1. How can modulation index be estimated blindly for analog frequency and phase modulated signals?
Modulation index estimation for analog angle modulation signals such as frequency modulation (FM) and phase modulation (PM) is a fundamental problem for signal demodulation and classification. Blind estimation techniques that do not require prior knowledge of the signals are particularly valuable, enabling robust automatic modulation recognition and demodulation in diverse communication scenarios involving monotone, PSK, and FSK baseband signals.
2. What are the comparative characteristics and performance considerations among key analog and digital modulation techniques?
Understanding the trade-offs between analog modulation methods (AM, FM, PM) and digital modulation schemes (ASK, PSK, FSK, QAM) is critical for system design aiming for spectral efficiency, power efficiency, and demodulation robustness. Research focuses on comparing spectral properties, signal-to-noise (SNR) ratios, bandwidth utilization, hardware complexity, and system applicability, particularly across modern communication standards and heterogeneous networks.
3. How can nonlinear and reconfigurable device characteristics be exploited for analog modulation and advanced communication system design?
Recent advances in transistor technologies and nonlinear device modeling have opened opportunities for novel analog modulation approaches, including multifunctional modulation circuits and integrated analog/digital systems. Understanding device-level nonlinearities and reconfigurability facilitates the design of efficient analog modulation circuits such as frequency multipliers, phase shifters, and multi-function transceivers with minimized hardware footprint and enhanced performance.