Interferometriesimulation

Die Notebooks sollen zeigen, wie ein Interferometer funktioniert, am beispiel eines frei erstellbaren Simulationshimmels. Sämtliche Parameter sind anpasspar (Baselength, Zeitfehler,......). Ein "Messablauf mit Auswertung" ist in einzele Teilschritte (je ein Notebook) aufgeteilt. Eine Übersicht der zugrunde liegenden Theorie ist in eignen "Theorienotebooks" zusammengefasst. Diese beschränken sich auf die , für die Radioastronomie wesentlichen, Details. Sie geben keine mathematisch konsistenten Herleitungen oder Grundlagenerklärungen.

Simulation chain

Notebook Content
00_general.ipynb Project overview: goal of a VLB interferometer with an 11.5 km baseline (Wilhelmsburg–Michelbach), principle, key figures (resolution, delay, fringe rate, data rate), clock and timing requirements, sensitivity, road map
01_sky_models.ipynb Sky models, file format, maps, own skies, visibilities, catalogue of known regions with selector
02_instrument.ipynb Antenna types and primary beams, dish transfer function, B210 receiver and sensitivity, arrays and baselines, choice of the baseline length (Cyg A), selector
03_signal_simulation.ipynb Generating SDR receiver signals (IQ samples of the B210 at each station) based on the sky model under variable baseline parameters: signal model, raw fringes, measured vs. model visibilities over the baseline length, clock errors (TCXO/GPSDO), quantisation, SigMF output, selector
04_observation.ipynb Source tracking, geometric delay and fringe rate, uv-tracks by Earth rotation, visibilities over a track, transit (drift scan) of fixed antennas (Sun with two horns), asymmetry of a track, selector
05_correlator.ipynb FX correlator on the simulated SDR signals: fractional delay, fringe stopping, delay/rate search and refinement, cross spectra, visibilities; station clock and LO offsets; selector
06_imaging.ipynb Gridding, natural/uniform/Wiener weighting, dirty beam and dirty image: OH masers with the project baseline and three stations, Cygnus A, selector
07_deconvolution.ipynb Högbom CLEAN, clean beam and restoration, Wiener filter (migrated from Appendix A): maser group with the project baseline, convergence and loop gain, Wiener against CLEAN, three stations, limits for Cygnus A, selector
08_sun_first_target.ipynb The Sun with two horns on one B210 (migrated from Appendix B): signal strength, baseline choice, fringe rate over the year, raw-signal checks (covered horns, crosstalk, channel phase), transit with the solar day, radio diameter, procedure, selector
09_spectral_lines.ipynb Spectral lines: channels and velocities, Doppler correction to the LSR, sky models with spectra, OH masers on the 11.5 km baseline (spectra towards a position, channel maps), effect of a missing Doppler correction, HI absorption against Cygnus A, planning of a line observation, selector

Theory

Notebook Content
A_fringes.ipynb Shows and explains how fringes evolve: fringe pattern on the sky, fringe rate from the Earth's rotation, effect of the source size (fringe contrast), fringes in a long track (Cygnus A with zooms of 5–20 min, natural and structure fringe rate), selector
B_fourier.ipynb Explains the Fourier transformation and the correlation: transform pairs and convolution theorem, van Cittert–Zernike (numerical check against the analytic visibilities), one baseline = one Fourier component, the dish as low-pass filter, cross-correlation and cross spectrum (XF vs. FX, Wiener–Khinchin), the delay beam, selector
C_sampling_iq.ipynb Sampling and complex baseband: Nyquist and aliasing, IQ mixing, IQ imbalance and DC offset, band edges, quantisation (efficiency, input level, Van Vleck), what the B210 delivers, selector
D_noise_sensitivity.ipynb Radiometer equation, SEFD and antenna temperature, noise of a visibility (simulation check), S/N against integration time, bandwidth and baseline length for the project targets, coherence and clocks (random-walk phase, coherent vs. incoherent averaging), image noise, selector
E_coordinates.ipynb Coordinate frames: equatorial (RA/Dec, hour angle, sidereal time), horizontal (azimuth/elevation, circumpolar sources, parallactic angle), WGS84/ECEF/ENU and the baseline vector, uvw and the uv-ellipse (checked against the classical formulas), delay and w, precession J2000 → date, selector

Korrekturen und Verbesserungsvorschläge werden gerne entgegengenommen.

Für Python-scripts-Anfragen bitte das Kontaktformular verwenden

Dokumente

Radioastronomie-sim