研究目的
To analyze the performance of a multi-pulse impulse radio based ultra-wideband (IR-UWB) detector in an AWGN setting and provide different fusion strategies for fusing these detector outputs.
研究成果
The paper demonstrates that by fusing decisions from multiple detector types, the performance can be improved by approximately 4 dB in terms of SNR for high probability of detection of a UWB signal (95%), compared to a standalone energy detector. The proposed fusion methods enable highly accurate hypothesis testing for UWB signal, improving the performance in applications such as communication and localisation.
研究不足
The methods discussed in the paper assume perfect synchronization between transmitter and receiver, which may not be achievable in practice, leading to slight degradation in performance.