Title :
Rice-Distributed Signal Plus Noise in RF Receivers: Extraction of the Signal Amplitude - Spectrum Analyzer Applications
Author :
Carobbi, Carlo F M ; Cati, Marco ; Iuculano, G. ; Millanta, Luigi M.
Author_Institution :
Univ. of Florence, Florence
Abstract :
Nowadays spectrum analyzers permit to achieve relatively simple real time data processing of the input signal. In the near future complex mathematical routines shall be more and more easily implemented using the numerical processing capabilities incorporated into the modern instrument architectures. In this work is demonstrated that the detection and measurement accuracy of the amplitude of a weak signal in the equivalent noise at the input of a spectrum analyzer can be dramatically enhanced employing signal processing techniques. The feasibility of the signal amplitude estimation method is experimentally demonstrated through an application to real world data.
Keywords :
maximum likelihood estimation; radio receivers; signal processing; spectral analysers; Gaussian noise; RF receivers; Rice probability; Rice-distributed signal; density function; envelope detection; maximum likelihood estimation; measurement accuracy; real time data processing; signal amplitude estimation method; signal amplitude-spectrum analyzer applications; signal processing techniques; Amplitude estimation; Data mining; Data processing; Instruments; Noise level; Noise measurement; RF signals; Radio frequency; Signal processing; Spectral analysis; Gaussian noise; Maximum Likelihood estimation; Rice probability density function; envelope detection; spectrum analyzer;
Conference_Titel :
Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
Conference_Location :
Warsaw
Print_ISBN :
1-4244-0588-2
DOI :
10.1109/IMTC.2007.379249