Title :
Study and application of FLMS recursive algorithm based on Space-time Adaptive Processing
Author :
Xiang, Jianhong ; Guo, Lili ; Wang, Limin ; Zhang, Jianjun
Author_Institution :
Coll. of Inf. & Commun., Harbin Eng. Univ., Harbin
Abstract :
Space-time Adaptive Processing (STAP) is usually applied to adaptive anti-jam system of Global Positioning System (GPS). It is the most effective way to reject the broadband interference. But STAP often dose matrix compute, which has a huge computational complexity. Paper investigates a recursive algorithm-Frost Least-Mean-Square (FLMS) algorithm. FLMS can reduce the workload of array signal processing and achieve real-time processing. By simulation, FLMS algorithm can not only well suppress the broadband jammer, but also suppress the number of interference more than that of the sensor elements of array antenna. FLMS algorithm makes it possibility that hardware achieves STAP.
Keywords :
Global Positioning System; antenna arrays; array signal processing; interference suppression; jamming; least mean squares methods; space-time adaptive processing; Frost least-mean-square recursive algorithm; Global Positioning System; adaptive anti-jam system; array antenna; array signal processing; broadband jamming suppression; interference suppression; real-time processing; sensor elements; simulation; space-time adaptive processing; Adaptive signal processing; Adaptive systems; Array signal processing; Broadband antennas; Computational complexity; Computational modeling; Global Positioning System; Interference; Sensor arrays; Signal processing algorithms; GPS; SATP; array signal processing; suppressing interference;
Conference_Titel :
Systems and Control in Aerospace and Astronautics, 2008. ISSCAA 2008. 2nd International Symposium on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-3908-9
Electronic_ISBN :
978-1-4244-2386-6
DOI :
10.1109/ISSCAA.2008.4776170