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@inproceedings{huang:ipac2021-mopab214, author = {X. Huang and V. Sajaev and Y.P. Sun and A. Xiao}, title = {{Linear Optics Measurement for the APS Ring with Turn-by-Turn BPM Data}}, booktitle = {Proc. IPAC'21}, pages = {707--710}, eid = {MOPAB214}, language = {english}, keywords = {optics, quadrupole, lattice, betatron, storage-ring}, venue = {Campinas, SP, Brazil}, series = {International Particle Accelerator Conference}, number = {12}, publisher = {JACoW Publishing, Geneva, Switzerland}, month = {08}, year = {2021}, issn = {2673-5490}, isbn = {978-3-95450-214-1}, doi = {10.18429/JACoW-IPAC2021-MOPAB214}, url = {https://jacow.org/ipac2021/papers/mopab214.pdf}, note = {https://doi.org/10.18429/JACoW-IPAC2021-MOPAB214}, abstract = {{We measure the linear optics of the APS storage ring from turn-by-turn BPM data taken when the beam is excited with an injection kicker. Decoherence due to chromaticity and amplitude-dependent detuning is observed and compared to theoretic predictions. Independent component analysis is used to analyze the data, which separates the betatron normal modes and synchrotron motion, despite contamination of bad BPMs. The beta functions and phase advances are subsequently obtained. The method is used to study the linear optics perturbation of an insertion device.}}, }