Michael Lunglmayr, Christoph Unterrieder, Mario Huemer,
"Approximate Least Squares"
: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), Seite(n) 4711-4715, 5-2014, ISBN: 978-1-4799-2893-4
Original Titel:
Approximate Least Squares
Sprache des Titels:
Englisch
Original Buchtitel:
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)
Original Kurzfassung:
We present a novel iterative algorithm for approximating the linear least squares solution with low complexity. After a motivation of the algorithm we discuss the algorithm?s properties including its complexity, and we present theoretical results as well as simulation based performance results. We describe the analysis of its convergence behavior and show that in the noise free case the algorithm converges to the least squares solution.
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