|
1 | | -# Filterbank Tutorial |
| 1 | +# 2. Filterbank Tutorial |
2 | 2 |
|
3 | | -### Create a filterbank object |
4 | | -> ``` filterbank = Filterbank(<PATH TO FILTERBANK FILE>) ``` |
| 3 | +### 2.1 Create a filterbank object |
| 4 | +``` |
| 5 | +filterbank = Filterbank(<PATH TO FILTERBANK FILE>) |
| 6 | +``` |
5 | 7 |
|
6 | | -### Read the header from filterbank data |
7 | | -> ``` filterbank.header ``` |
| 8 | +### 2.2 Read the header from filterbank data |
| 9 | +``` |
| 10 | +filterbank.header |
| 11 | +``` |
8 | 12 |
|
9 | | -### Read filterbank file to 3d numpy array |
10 | | -> ``` filterbank.read_filterbank ``` |
| 13 | +Header data contains the following: |
| 14 | +* source_name |
| 15 | +* DM |
| 16 | +* machine_id |
| 17 | +* telescope_id |
| 18 | +* data_type |
| 19 | +* fch1 |
| 20 | +* foff |
| 21 | +* nchans |
| 22 | +* nbits |
| 23 | +* tstart |
| 24 | +* tsamp |
| 25 | +* nifs |
11 | 26 |
|
12 | | -### Calculate the frequency range |
13 | | -> ``` filterbank.setup_freqs ``` |
| 27 | +freq_range = fch1 + nchans |
| 28 | +time_range = tstart + (tsamp/24/60/60) |
14 | 29 |
|
15 | | -### Calculate the time range |
16 | | -> ``` filterbank.setup_time ``` |
| 30 | +freq_range is a tuple with a frequency start and a frequency stop |
| 31 | +The same applies to time_range |
17 | 32 |
|
18 | | -### Calculate the channel range |
19 | | -> ``` filterbank.setup_chans ``` |
| 33 | +### Read filterbank file to 3d numpy array |
| 34 | +``` |
| 35 | +filterbank.read_filterbank |
| 36 | +``` |
| 37 | +time_range and freq_range can be passed as parameters to select a specific portion of the data, for example: |
| 38 | +``` |
| 39 | +filterbank.read_filterbank(freq_range, time_range) |
| 40 | +``` |
20 | 41 |
|
21 | 42 | ### Select a range of data from the filterbank file |
22 | | -> ``` filterbank.select_data ``` |
| 43 | +``` |
| 44 | +filterbank.select_data |
| 45 | +``` |
| 46 | +time_range and freq_range can be passed as parameters to select a specific portion of the data, for example: |
| 47 | +``` |
| 48 | +filterbank.read_filterbank(freq_range, time_range) |
| 49 | +``` |
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