Title :
Performance comparison of multichannel energy detector output processing methods
Author :
Lehtomaki, Janne J.
Author_Institution :
Oulu Univ., Finland
Abstract :
In this paper we propose that Nuttall´s power-law statistic is used to combine channelized radiometer outputs. A simple way to determine the intercept receiver´s threshold is presented. It is based on approximating the decision statistic distribution in noise only case with a shifted log-normal distribution. This appears to be more precise than Gaussian approximation especially in the tails. Numerical results show that when time-frequency product of radiometer cells is small, the power-law based intercept receiver has good performance. When the time-frequency product is large, the sum-based receiver (sums thresholded radiometer outputs) has superior performance.
Keywords :
Gaussian channels; Gaussian noise; log normal distribution; radiometers; receivers; signal detection; Gaussian Approximation; Nuttall power-law statistic; channelized radiometer; decision statistic distribution noise; multichannel energy detector output processing method; power-law based intercept receiver; radiometer cell; shifted log-normal distribution; time-frequency product; Detectors; Gaussian noise; Log-normal distribution; Radio transmitters; Radiometry; Signal detection; Spread spectrum communication; Statistical distributions; Statistics; Time frequency analysis;
Conference_Titel :
Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
Print_ISBN :
0-7803-7946-2
DOI :
10.1109/ISSPA.2003.1224690