Resource-Efficient FPGA Architecture for Real-Time RFI Mitigation in Interferometric Radiometers

被引:0
|
作者
Perez-Portero, Adrian [1 ,2 ,3 ]
Querol, Jorge [1 ,3 ,4 ]
Camps, Adriano [1 ,2 ,3 ,5 ]
机构
[1] Univ Politecn Catalunya BarcelonaTech, CommSensLab UPC, Barcelona 08034, Spain
[2] Inst Space Studies Catalonia IEEC CTE UPC, Castelldefels 08860, Spain
[3] MITIC Solut SL, Barcelona 08017, Spain
[4] Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust SnT, Luxembourg 1855, Luxembourg
[5] United Arab Emirates Univ, Coll Engn, Al Ain 15551, U Arab Emirates
关键词
radio frequency interferece; RFI; FPGA; earth observation; interferometric radiometers; polarimetry;
D O I
10.3390/s24248001
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Interferometric radiometers operating at L-band, such as ESA's SMOS mission, enable crucial Earth observations providing high-resolution measurements of soil moisture, ocean salinity, and other geophysical parameters. However, the increasing electromagnetic spectrum utilization has led to significant Radio Frequency Interference (RFI) challenges, particularly critical given the sensors' fine temperature resolution requirements of less than 1 K. This work presents the hardware implementation of an advanced RFI detection and mitigation algorithm specifically designed for interferometric radiometers, targeting future L-band missions. The implementation processes 1-bit quantized signals at 57.69375 MHz from multiple receivers, employing time-frequency analysis and polarimetric detection techniques while optimizing Field Programmable Gate Array (FPGA) resource utilization. Novel optimization strategies include overclocked processing cores operating at 230.775 MHz, efficient resource sharing through operation serialization, and strategic memory management. The system achieves real-time processing capabilities while maintaining detection probabilities above 63% with false alarm rates below 1% for typical interference scenarios. Performance validation using synthetic datasets demonstrates robust operation across various RFI conditions, making this implementation suitable as part of the RFI detection and mitigation efforts for future interferometric radiometer missions beyond SMOS.
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页数:14
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