DocumentCode
2913601
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
fYear
2007
fDate
1-3 May 2007
Firstpage
1
Lastpage
6
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference Proceedings, 2007. IMTC 2007. IEEE
Conference_Location
Warsaw
ISSN
1091-5281
Print_ISBN
1-4244-0588-2
Type
conf
DOI
10.1109/IMTC.2007.379249
Filename
4258379
Link To Document