Title :
Computationally efficient maximum likelihood algorithm for localising multiple sources
Author :
Oh, Seung Kyu ; Un, C.K.
Author_Institution :
Dept. of Electr. Eng., Commun. Res. Lab., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Abstract :
Presents an efficient iterative maximum likelihood algorithm for localising multiple sources in passive sensor arrays. By transforming Hermitian forms into inner products, this algorithm significantly reduces the computational complexity per iteration as compared to the alternating projection (AP) algorithm. The authors also present a computationally efficient initialisation procedure.
Keywords :
computational complexity; computerised signal processing; radio direction-finding; computational complexity; computationally efficient initialisation procedure; iterative maximum likelihood algorithm; localising multiple sources; passive sensor arrays;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19891036