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Joint 2D-DOA and Frequency Estimation for L-Shaped Array Using Iterative Least Squares Method
- Source :
- International Journal of Antennas and Propagation, Vol 2012 (2012)
- Publication Year :
- 2012
- Publisher :
- Hindawi Limited, 2012.
-
Abstract
- We introduce an iterative least squares method (ILS) for estimating the 2D-DOA and frequency based on L-shaped array. The ILS iteratively finds direction matrix and delay matrix, then 2D-DOA and frequency can be obtained by the least squares method. Without spectral peak searching and pairing, this algorithm works well and pairs the parameters automatically. Moreover, our algorithm has better performance than conventional ESPRIT algorithm and propagator method. The useful behavior of the proposed algorithm is verified by simulations.
- Subjects :
- Recursive least squares filter
Mathematical optimization
Article Subject
lcsh:HE9713-9715
Least squares
Iteratively reweighted least squares
Levenberg–Marquardt algorithm
Matrix (mathematics)
Pairing
Non-linear least squares
lcsh:Cellular telephone services industry. Wireless telephone industry
lcsh:Electrical engineering. Electronics. Nuclear engineering
Electrical and Electronic Engineering
Total least squares
lcsh:TK1-9971
Algorithm
Mathematics
Subjects
Details
- ISSN :
- 16875877 and 16875869
- Volume :
- 2012
- Database :
- OpenAIRE
- Journal :
- International Journal of Antennas and Propagation
- Accession number :
- edsair.doi.dedup.....451f66cb2fbe196c2d84b19ac8e7f7bd