Korenberg's "fast Orthogonal Search" Method
Michael Korenberg of Queens University in Kingston, Ontario, developed a method for choosing a sparse set of components from an over-complete set, such as sinusoidal components for spectral analysis, called fast orthogonal search (FOS). Mathematically, FOS uses a slightly modified Cholesky decomposition in a mean-square error reduction (MSER) process, implemented as a sparse matrix inversion. As with the other LSSA methods, FOS avoids the major shortcoming of discrete Fourier analysis, and can achieve highly accurate identifications of embedded periodicities and excels with unequally-spaced data; the fast orthogonal search method has also been applied to other problems such as nonlinear system identification.
Read more about this topic: Least-squares Spectral Analysis
Famous quotes containing the words fast, search and/or method:
“Some of the smartest women in the country said that they’re too embarrassed to attend their reunions at Harvard Business School if they have dropped out of the work force, left the fast track by choosing part-time work, or decided to follow anything other than the standard male career path.”
—Deborah J. Swiss (20th century)
“You that do search for every purling spring
Which from the ribs of old Parnassus flows,
And every flower, not sweet perhaps, which grows
Near thereabouts into your poesy wring;
You that do dictionary’s method bring
Into your rhymes, running in rattling rows;”
—Sir Philip Sidney (1554–1586)
“If all feeling for grace and beauty were not extinguished in the mass of mankind at the actual moment, such a method of locomotion as cycling could never have found acceptance; no man or woman with the slightest aesthetic sense could assume the ludicrous position necessary for it.”
—Ouida [Marie Louise De La Ramée] (1839–1908)