DocumentCode :
2248701
Title :
An optimization of the FPGA based wavelet trigger in radio detection of cosmic rays
Author :
Szadkowski, Zbigniew
Author_Institution :
Univ. of Lοdz, Łόdz, Poland
fYear :
2012
fDate :
9-12 Sept. 2012
Firstpage :
579
Lastpage :
586
Abstract :
For the observation of ultra high-energy cosmic rays (UHECRs) by the detection of their coherent radio emission an FPGA based wavelet trigger is being developed. Using radio detection, the electromagnetic part of an air shower in the atmosphere may be studied in detail, thus providing information complementary to that obtained by water Cherenkov detectors which are predominantly sensitive to the muonic content of an air shower at ground. For an extensive radio detector array, due to the limited communication data rate, a sophisticated self trigger is necessary. The wavelet trigger investigating online a power of signals is promising, however its implementation requires some optimizations. The digitized signals are converted from the time to frequency domain by a 32-point FFT procedure, then multiplied by wavelet transforms. Altera® FFT routines convert ADC data as blocks of 2N samples. FFT coefficients are provided in a serial stream in 2 time bins. An estimated signals power strongly depends on relatively positions of the FFT(data) and the wavelet transforms in a frequency domain. Additional procedure has to calculate a most efficient selection of the sample block to reach a response corresponding to a maximal signal power. If a set of FFT coefficients were available in each clock cycle, the signal power could be estimated also in each clock cycle and additional tuning procedure would not be necessary. The paper describes an implementation of the 32-point FFT algorithm into Altera® FPGA providing all 32 complex DFT coefficients for the wavelet trigger in each clock cycle as well as a resource occupancy, timing and a power consumption for several variants implementing up to 12 wavelet engines. Measurements on an Altera®´s development kit fully confirmed our expectation based on simulated configurations. The presented results give a green light for a development of the Front-End Board prototype bas- d on the newest Cyclone® V FPGA with the wavelet trigger for radio detection of cosmic rays.
Keywords :
Cherenkov counters; cosmic ray apparatus; cosmic ray energy spectra; cosmic ray showers; discrete Fourier transforms; fast Fourier transforms; field programmable gate arrays; frequency-domain analysis; optimisation; radiowave propagation; signal detection; tuning; wavelet transforms; 32-point FFT algorithm; 32-point FFT procedure; ADC data; Altera FFT routines; Cyclone R V FPGA; FFT coefficients; FPGA-based wavelet trigger optimization; UHECR; air shower; clock cycle; coherent radio emission; digitized signal conversion; electromagnetic part; frequency domain; front-end board prototype; information complementary; limited communication data rate; maximal signal power; muonic content; power consumption; radio detector array; self trigger; signals power; signals power estimation; simulated configurations; ultra high-energy cosmic rays; water Cherenkov detectors; wavelet engines; wavelet transforms; wavelet trigger investigation; Clocks; Digital signal processing; Discrete Fourier transforms; Field programmable gate arrays; Pipelines; Wavelet transforms; DFT; FFT; FPGA; cosmic rays; trigger; wavelet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Information Systems (FedCSIS), 2012 Federated Conference on
Conference_Location :
Wroclaw
Print_ISBN :
978-1-4673-0708-6
Electronic_ISBN :
978-83-60810-51-4
Type :
conf
Filename :
6354324
Link To Document :
بازگشت