一種基于最小冗余線陣的時空共軛循環(huán)譜相關(guān)ESPRIT算法
A TEMPORO-SPATIAL CONJUGATE CYCLIC ESPRIT SPECTRUM CORRELATION ALGORITHM WITH MINIMUM-REDUNDANCY
-
摘要: 本文提出了一種基于最小冗余線陣的共軛循環(huán)譜相關(guān)ESPRIT算法。該算法引入了時空聯(lián)合處理,構(gòu)造了最小冗余線陣的偽數(shù)據(jù)矩陣,并基于此矩陣進行DOA估計。當采用M陣元最小冗余線陣時,該算法的等效陣列孔徑為2N-1(NM)。理論和計算機仿真實驗均表明:與基于均勻線陣的共軛循環(huán)ESPRIT算法相比,該算法具有良好的DOA估計性能,擴展了陣列孔徑,抗噪能力強,分辨率高,能用較少的陣元估計更多的信號源方向。
-
關(guān)鍵詞:
- 最小冗余線陣; 虛擬陣列; 波達方向估計
Abstract: ln this paper,the spectral correlation conjugate cyclic ESPRIT with Minimum Redundancy Linear-Arrays (MRLA) is presented.The algorithm constructs the pseudodata matrix of MRLA to estimate Direction-Of-Arrival (DOA) through temporal and spatial processing The equivalent array aperure of the algorithm is 2N-1 with M-sensor MRLA (NM).Theoretical analysis and computer simulations show that the algorithm is of better performance,such as extending aperture,being insensitive to noise,having higher resolution,and estimating more sources With fewer sensors -
Schmidt R O.Multiple emitter location and signal parameter estimation.IEEE Trans.On AP.1986:AP-34(3):276-280.[2]Roy R,Kailath T.ESPRIT-Estimation of signal parameters via rotational invariance techniques.Opt Eng.1990,29(4):296-313[3]Gardner W A.Simplification of MUSIC and ESPRIT by exploitation of cyclostationarity[J].Proc. IEEE.1988,76(7):845-847[4]Schell S V.Performance of analysis of the cyclic MUSIC method of direction estimation for cyclostationary signal.IEEE Trans.On SP.1994,SP-42(11):3043-3050[5]Xu G,Kailath T. Direction-of-arrival estimation via exploitation of cyclostationarity-A combination of temporal and spatial processing. IEEE Trans. On SP, 1992,SP-40(7):1775-1785.[6]Gardner W A.Introduction to Random Process with Application to Signal and System:2nd ed.New York:McGraw-Hill:1990,Ch.12.[7]Hoctor R T,Kassam S A.The unifying role of the cosrray in aperture synthesis for coherent and incoherent imaging.Proc.IEEE,1990,78(4):735-752.[8]Gelli G,Izzo L,Minimum-redundancy linear arrays for cyclostationarity-bgsed source location.IEEE Traans.On SP,SP-45(10):2605-2608.[9]Moffet A T. Minimum-redundancy linear arrays.IEEE Trans.On AP:1968,AP-16(2):172-175.[10]Gardner W A.Exploitation of spectral redundancy in cyclostationarity signal. IEEE Signal Processing Mag.1991,8(2):14-37.[11]Hoctor R T,Kassam S A.Arrays redundancy for active line arrays. IEEE Trans.On IP.1996,IP-5(7):1179-1183.[12]zhang X D,Liany Y C. Prefilter-based ESPRIT for estimating parameters of sinsoids in nonCaussian ARMA noise.IEET Trans.On SP,1995:SP-43(1):349-353. -
計量
- 文章訪問數(shù): 2009
- HTML全文瀏覽量: 98
- PDF下載量: 425
- 被引次數(shù): 0