학술논문
Delayed LMS filters suppressing the RFI in cosmic rays radio detection
Document Type
Conference
Author
Source
2018 Real-Time and Embedded Systems and Technologies (RTEST) Real-Time and Embedded Systems and Technologies (RTEST), 2018. :71-79 May, 2018
Subject
Language
Abstract
The emission of radio waves from Extensive Air Showers (EAS), initiated by ultrahigh-energy cosmic rays, has been attributed to geomagnetic emission and charge excess processes. At frequencies from 10 to 100 MHz this process leads to coherent radiation. Nowadays, the radio detection technique is used in many experiments consisting in studying EAS. One of them is the Auger Engineering Radio Array (AERA), located at the Pierre Auger Observatory. The frequency band observed by the AERA radio stations is 30–80 MHz. This investigated frequency range is often highly contaminated by human-made and narrow-band radio frequency interferences (RFI). The sup-pression of this contamination is crucial to lower the rate of spurious triggers. An adaptive filter based on the Least Mean Squares (LMS) algorithm can be an alternative to the currently used IIR-notch non-adaptive filter. The paper presents 32/64-stage filters based on a non-canonical FIR filter implemented into cost-effective Cyclone 1 ® IV and Cyclone 1 ® V Altera 1 ® FPGAs with a sufficient safety margin of the registered performance for a global clock above 200 MHz to satisfy the Nyquist criterion.