Robust detection of ionospheric scintillations using MF-DFA technique

التفاصيل البيبلوغرافية
العنوان: Robust detection of ionospheric scintillations using MF-DFA technique
المؤلفون: Miriyala, Sridhar, Koppireddi, Padma, Chanamallu, Srinivasa
بيانات النشر: BioMed Central Ltd.
سنة النشر: 2015
المجموعة: BioMed Central
مصطلحات موضوعية: Global positioning system, Radio wave propagation, Complementary ensemble empirical mode decomposition, Multifractal detrended fluctuation analysis, Hurst exponent
الوصف: The performance of Global Navigation Satellite System (GNSS) receivers is limited by the ionospheric scintillation effects that cause signal degradation due to refraction, reflection and scattering of the signals. Hence, there is a need to develop an ionospheric scintillation detection technique for robust GNSS receivers. In this paper, a new algorithm based on multifractal detrended fluctuation analysis (MF-DFA) is proposed for detecting the ionospheric irregularities. The ionospheric and scintillation GNSS data recorded at Koneru Lakshmaiah (KL) University, Guntur, India, was considered for the analysis. The carrier to noise ratio ( C / N 0 ) time series data of GNSS satellite vehicles that are affected due to scintillations was decomposed using adaptive time–frequency methods like empirical mode decomposition (EMD), ensemble empirical mode decomposition (EEMD) and complementary ensemble empirical mode decomposition (CEEMD). It was observed that the CEEMD method combined with MF-DFA provides better results as compared to the EMD and EEMD techniques.
نوع الوثيقة: manuscript
اللغة: English
العلاقة: http://www.earth-planets-space.com/content/67/1/98Test
الإتاحة: http://www.earth-planets-space.com/content/67/1/98Test
حقوق: Copyright 2015 Miriyala et al.
رقم الانضمام: edsbas.6E2F5C1F
قاعدة البيانات: BASE