| @@ -1,1167 +1,1169 | |||||
| 1 | ''' |
|
1 | ''' | |
| 2 |
|
2 | |||
| 3 | $Author: murco $ |
|
3 | $Author: murco $ | |
| 4 | $Id: JROData.py 173 2012-11-20 15:06:21Z murco $ |
|
4 | $Id: JROData.py 173 2012-11-20 15:06:21Z murco $ | |
| 5 | ''' |
|
5 | ''' | |
| 6 |
|
6 | |||
| 7 | import copy |
|
7 | import copy | |
| 8 | import numpy |
|
8 | import numpy | |
| 9 | import datetime |
|
9 | import datetime | |
| 10 |
|
10 | |||
| 11 | from jroheaderIO import SystemHeader, RadarControllerHeader |
|
11 | from jroheaderIO import SystemHeader, RadarControllerHeader | |
| 12 |
|
12 | |||
| 13 | def getNumpyDtype(dataTypeCode): |
|
13 | def getNumpyDtype(dataTypeCode): | |
| 14 |
|
14 | |||
| 15 | if dataTypeCode == 0: |
|
15 | if dataTypeCode == 0: | |
| 16 | numpyDtype = numpy.dtype([('real','<i1'),('imag','<i1')]) |
|
16 | numpyDtype = numpy.dtype([('real','<i1'),('imag','<i1')]) | |
| 17 | elif dataTypeCode == 1: |
|
17 | elif dataTypeCode == 1: | |
| 18 | numpyDtype = numpy.dtype([('real','<i2'),('imag','<i2')]) |
|
18 | numpyDtype = numpy.dtype([('real','<i2'),('imag','<i2')]) | |
| 19 | elif dataTypeCode == 2: |
|
19 | elif dataTypeCode == 2: | |
| 20 | numpyDtype = numpy.dtype([('real','<i4'),('imag','<i4')]) |
|
20 | numpyDtype = numpy.dtype([('real','<i4'),('imag','<i4')]) | |
| 21 | elif dataTypeCode == 3: |
|
21 | elif dataTypeCode == 3: | |
| 22 | numpyDtype = numpy.dtype([('real','<i8'),('imag','<i8')]) |
|
22 | numpyDtype = numpy.dtype([('real','<i8'),('imag','<i8')]) | |
| 23 | elif dataTypeCode == 4: |
|
23 | elif dataTypeCode == 4: | |
| 24 | numpyDtype = numpy.dtype([('real','<f4'),('imag','<f4')]) |
|
24 | numpyDtype = numpy.dtype([('real','<f4'),('imag','<f4')]) | |
| 25 | elif dataTypeCode == 5: |
|
25 | elif dataTypeCode == 5: | |
| 26 | numpyDtype = numpy.dtype([('real','<f8'),('imag','<f8')]) |
|
26 | numpyDtype = numpy.dtype([('real','<f8'),('imag','<f8')]) | |
| 27 | else: |
|
27 | else: | |
| 28 | raise ValueError, 'dataTypeCode was not defined' |
|
28 | raise ValueError, 'dataTypeCode was not defined' | |
| 29 |
|
29 | |||
| 30 | return numpyDtype |
|
30 | return numpyDtype | |
| 31 |
|
31 | |||
| 32 | def getDataTypeCode(numpyDtype): |
|
32 | def getDataTypeCode(numpyDtype): | |
| 33 |
|
33 | |||
| 34 | if numpyDtype == numpy.dtype([('real','<i1'),('imag','<i1')]): |
|
34 | if numpyDtype == numpy.dtype([('real','<i1'),('imag','<i1')]): | |
| 35 | datatype = 0 |
|
35 | datatype = 0 | |
| 36 | elif numpyDtype == numpy.dtype([('real','<i2'),('imag','<i2')]): |
|
36 | elif numpyDtype == numpy.dtype([('real','<i2'),('imag','<i2')]): | |
| 37 | datatype = 1 |
|
37 | datatype = 1 | |
| 38 | elif numpyDtype == numpy.dtype([('real','<i4'),('imag','<i4')]): |
|
38 | elif numpyDtype == numpy.dtype([('real','<i4'),('imag','<i4')]): | |
| 39 | datatype = 2 |
|
39 | datatype = 2 | |
| 40 | elif numpyDtype == numpy.dtype([('real','<i8'),('imag','<i8')]): |
|
40 | elif numpyDtype == numpy.dtype([('real','<i8'),('imag','<i8')]): | |
| 41 | datatype = 3 |
|
41 | datatype = 3 | |
| 42 | elif numpyDtype == numpy.dtype([('real','<f4'),('imag','<f4')]): |
|
42 | elif numpyDtype == numpy.dtype([('real','<f4'),('imag','<f4')]): | |
| 43 | datatype = 4 |
|
43 | datatype = 4 | |
| 44 | elif numpyDtype == numpy.dtype([('real','<f8'),('imag','<f8')]): |
|
44 | elif numpyDtype == numpy.dtype([('real','<f8'),('imag','<f8')]): | |
| 45 | datatype = 5 |
|
45 | datatype = 5 | |
| 46 | else: |
|
46 | else: | |
| 47 | datatype = None |
|
47 | datatype = None | |
| 48 |
|
48 | |||
| 49 | return datatype |
|
49 | return datatype | |
| 50 |
|
50 | |||
| 51 | def hildebrand_sekhon(data, navg): |
|
51 | def hildebrand_sekhon(data, navg): | |
| 52 | """ |
|
52 | """ | |
| 53 | This method is for the objective determination of the noise level in Doppler spectra. This |
|
53 | This method is for the objective determination of the noise level in Doppler spectra. This | |
| 54 | implementation technique is based on the fact that the standard deviation of the spectral |
|
54 | implementation technique is based on the fact that the standard deviation of the spectral | |
| 55 | densities is equal to the mean spectral density for white Gaussian noise |
|
55 | densities is equal to the mean spectral density for white Gaussian noise | |
| 56 |
|
56 | |||
| 57 | Inputs: |
|
57 | Inputs: | |
| 58 | Data : heights |
|
58 | Data : heights | |
| 59 | navg : numbers of averages |
|
59 | navg : numbers of averages | |
| 60 |
|
60 | |||
| 61 | Return: |
|
61 | Return: | |
| 62 | -1 : any error |
|
62 | -1 : any error | |
| 63 | anoise : noise's level |
|
63 | anoise : noise's level | |
| 64 | """ |
|
64 | """ | |
| 65 |
|
65 | |||
| 66 | sortdata = numpy.sort(data,axis=None) |
|
66 | sortdata = numpy.sort(data,axis=None) | |
| 67 | lenOfData = len(sortdata) |
|
67 | lenOfData = len(sortdata) | |
| 68 | nums_min = lenOfData*0.2 |
|
68 | nums_min = lenOfData*0.2 | |
| 69 |
|
69 | |||
| 70 | if nums_min <= 5: |
|
70 | if nums_min <= 5: | |
| 71 | nums_min = 5 |
|
71 | nums_min = 5 | |
| 72 |
|
72 | |||
| 73 | sump = 0. |
|
73 | sump = 0. | |
| 74 |
|
74 | |||
| 75 | sumq = 0. |
|
75 | sumq = 0. | |
| 76 |
|
76 | |||
| 77 | j = 0 |
|
77 | j = 0 | |
| 78 |
|
78 | |||
| 79 | cont = 1 |
|
79 | cont = 1 | |
| 80 |
|
80 | |||
| 81 | while((cont==1)and(j<lenOfData)): |
|
81 | while((cont==1)and(j<lenOfData)): | |
| 82 |
|
82 | |||
| 83 | sump += sortdata[j] |
|
83 | sump += sortdata[j] | |
| 84 |
|
84 | |||
| 85 | sumq += sortdata[j]**2 |
|
85 | sumq += sortdata[j]**2 | |
| 86 |
|
86 | |||
| 87 | if j > nums_min: |
|
87 | if j > nums_min: | |
| 88 | rtest = float(j)/(j-1) + 1.0/navg |
|
88 | rtest = float(j)/(j-1) + 1.0/navg | |
| 89 | if ((sumq*j) > (rtest*sump**2)): |
|
89 | if ((sumq*j) > (rtest*sump**2)): | |
| 90 | j = j - 1 |
|
90 | j = j - 1 | |
| 91 | sump = sump - sortdata[j] |
|
91 | sump = sump - sortdata[j] | |
| 92 | sumq = sumq - sortdata[j]**2 |
|
92 | sumq = sumq - sortdata[j]**2 | |
| 93 | cont = 0 |
|
93 | cont = 0 | |
| 94 |
|
94 | |||
| 95 | j += 1 |
|
95 | j += 1 | |
| 96 |
|
96 | |||
| 97 | lnoise = sump /j |
|
97 | lnoise = sump /j | |
| 98 | # stdv = numpy.sqrt((sumq - lnoise**2)/(j - 1)) |
|
98 | # stdv = numpy.sqrt((sumq - lnoise**2)/(j - 1)) | |
| 99 | return lnoise |
|
99 | return lnoise | |
| 100 |
|
100 | |||
| 101 | class Beam: |
|
101 | class Beam: | |
| 102 | def __init__(self): |
|
102 | def __init__(self): | |
| 103 | self.codeList = [] |
|
103 | self.codeList = [] | |
| 104 | self.azimuthList = [] |
|
104 | self.azimuthList = [] | |
| 105 | self.zenithList = [] |
|
105 | self.zenithList = [] | |
| 106 |
|
106 | |||
| 107 | class GenericData(object): |
|
107 | class GenericData(object): | |
| 108 |
|
108 | |||
| 109 | flagNoData = True |
|
109 | flagNoData = True | |
| 110 |
|
110 | |||
| 111 | def __init__(self): |
|
111 | def __init__(self): | |
| 112 |
|
112 | |||
| 113 | raise NotImplementedError |
|
113 | raise NotImplementedError | |
| 114 |
|
114 | |||
| 115 | def copy(self, inputObj=None): |
|
115 | def copy(self, inputObj=None): | |
| 116 |
|
116 | |||
| 117 | if inputObj == None: |
|
117 | if inputObj == None: | |
| 118 | return copy.deepcopy(self) |
|
118 | return copy.deepcopy(self) | |
| 119 |
|
119 | |||
| 120 | for key in inputObj.__dict__.keys(): |
|
120 | for key in inputObj.__dict__.keys(): | |
| 121 |
|
121 | |||
| 122 | attribute = inputObj.__dict__[key] |
|
122 | attribute = inputObj.__dict__[key] | |
| 123 |
|
123 | |||
| 124 | #If this attribute is a tuple or list |
|
124 | #If this attribute is a tuple or list | |
| 125 | if type(inputObj.__dict__[key]) in (tuple, list): |
|
125 | if type(inputObj.__dict__[key]) in (tuple, list): | |
| 126 | self.__dict__[key] = attribute[:] |
|
126 | self.__dict__[key] = attribute[:] | |
| 127 | continue |
|
127 | continue | |
| 128 |
|
128 | |||
| 129 | #If this attribute is another object or instance |
|
129 | #If this attribute is another object or instance | |
| 130 | if hasattr(attribute, '__dict__'): |
|
130 | if hasattr(attribute, '__dict__'): | |
| 131 | self.__dict__[key] = attribute.copy() |
|
131 | self.__dict__[key] = attribute.copy() | |
| 132 | continue |
|
132 | continue | |
| 133 |
|
133 | |||
| 134 | self.__dict__[key] = inputObj.__dict__[key] |
|
134 | self.__dict__[key] = inputObj.__dict__[key] | |
| 135 |
|
135 | |||
| 136 | def deepcopy(self): |
|
136 | def deepcopy(self): | |
| 137 |
|
137 | |||
| 138 | return copy.deepcopy(self) |
|
138 | return copy.deepcopy(self) | |
| 139 |
|
139 | |||
| 140 | def isEmpty(self): |
|
140 | def isEmpty(self): | |
| 141 |
|
141 | |||
| 142 | return self.flagNoData |
|
142 | return self.flagNoData | |
| 143 |
|
143 | |||
| 144 | class JROData(GenericData): |
|
144 | class JROData(GenericData): | |
| 145 |
|
145 | |||
| 146 | # m_BasicHeader = BasicHeader() |
|
146 | # m_BasicHeader = BasicHeader() | |
| 147 | # m_ProcessingHeader = ProcessingHeader() |
|
147 | # m_ProcessingHeader = ProcessingHeader() | |
| 148 |
|
148 | |||
| 149 | systemHeaderObj = SystemHeader() |
|
149 | systemHeaderObj = SystemHeader() | |
| 150 |
|
150 | |||
| 151 | radarControllerHeaderObj = RadarControllerHeader() |
|
151 | radarControllerHeaderObj = RadarControllerHeader() | |
| 152 |
|
152 | |||
| 153 | # data = None |
|
153 | # data = None | |
| 154 |
|
154 | |||
| 155 | type = None |
|
155 | type = None | |
| 156 |
|
156 | |||
| 157 | datatype = None #dtype but in string |
|
157 | datatype = None #dtype but in string | |
| 158 |
|
158 | |||
| 159 | # dtype = None |
|
159 | # dtype = None | |
| 160 |
|
160 | |||
| 161 | # nChannels = None |
|
161 | # nChannels = None | |
| 162 |
|
162 | |||
| 163 | # nHeights = None |
|
163 | # nHeights = None | |
| 164 |
|
164 | |||
| 165 | nProfiles = None |
|
165 | nProfiles = None | |
| 166 |
|
166 | |||
| 167 | heightList = None |
|
167 | heightList = None | |
| 168 |
|
168 | |||
| 169 | channelList = None |
|
169 | channelList = None | |
| 170 |
|
170 | |||
| 171 | flagDiscontinuousBlock = False |
|
171 | flagDiscontinuousBlock = False | |
| 172 |
|
172 | |||
| 173 | useLocalTime = False |
|
173 | useLocalTime = False | |
| 174 |
|
174 | |||
| 175 | utctime = None |
|
175 | utctime = None | |
| 176 |
|
176 | |||
| 177 | timeZone = None |
|
177 | timeZone = None | |
| 178 |
|
178 | |||
| 179 | dstFlag = None |
|
179 | dstFlag = None | |
| 180 |
|
180 | |||
| 181 | errorCount = None |
|
181 | errorCount = None | |
| 182 |
|
182 | |||
| 183 | blocksize = None |
|
183 | blocksize = None | |
| 184 |
|
184 | |||
| 185 | # nCode = None |
|
185 | # nCode = None | |
| 186 | # |
|
186 | # | |
| 187 | # nBaud = None |
|
187 | # nBaud = None | |
| 188 | # |
|
188 | # | |
| 189 | # code = None |
|
189 | # code = None | |
| 190 |
|
190 | |||
| 191 | flagDecodeData = False #asumo q la data no esta decodificada |
|
191 | flagDecodeData = False #asumo q la data no esta decodificada | |
| 192 |
|
192 | |||
| 193 | flagDeflipData = False #asumo q la data no esta sin flip |
|
193 | flagDeflipData = False #asumo q la data no esta sin flip | |
| 194 |
|
194 | |||
| 195 | flagShiftFFT = False |
|
195 | flagShiftFFT = False | |
| 196 |
|
196 | |||
| 197 | # ippSeconds = None |
|
197 | # ippSeconds = None | |
| 198 |
|
198 | |||
| 199 | # timeInterval = None |
|
199 | # timeInterval = None | |
| 200 |
|
200 | |||
| 201 | nCohInt = None |
|
201 | nCohInt = None | |
| 202 |
|
202 | |||
| 203 | # noise = None |
|
203 | # noise = None | |
| 204 |
|
204 | |||
| 205 | windowOfFilter = 1 |
|
205 | windowOfFilter = 1 | |
| 206 |
|
206 | |||
| 207 | #Speed of ligth |
|
207 | #Speed of ligth | |
| 208 | C = 3e8 |
|
208 | C = 3e8 | |
| 209 |
|
209 | |||
| 210 | frequency = 49.92e6 |
|
210 | frequency = 49.92e6 | |
| 211 |
|
211 | |||
| 212 | realtime = False |
|
212 | realtime = False | |
| 213 |
|
213 | |||
| 214 | beacon_heiIndexList = None |
|
214 | beacon_heiIndexList = None | |
| 215 |
|
215 | |||
| 216 | last_block = None |
|
216 | last_block = None | |
| 217 |
|
217 | |||
| 218 | blocknow = None |
|
218 | blocknow = None | |
| 219 |
|
219 | |||
| 220 | azimuth = None |
|
220 | azimuth = None | |
| 221 |
|
221 | |||
| 222 | zenith = None |
|
222 | zenith = None | |
| 223 |
|
223 | |||
| 224 | beam = Beam() |
|
224 | beam = Beam() | |
| 225 |
|
225 | |||
| 226 | profileIndex = None |
|
226 | profileIndex = None | |
| 227 |
|
227 | |||
| 228 | def __init__(self): |
|
228 | def __init__(self): | |
| 229 |
|
229 | |||
| 230 | raise NotImplementedError |
|
230 | raise NotImplementedError | |
| 231 |
|
231 | |||
| 232 | def getNoise(self): |
|
232 | def getNoise(self): | |
| 233 |
|
233 | |||
| 234 | raise NotImplementedError |
|
234 | raise NotImplementedError | |
| 235 |
|
235 | |||
| 236 | def getNChannels(self): |
|
236 | def getNChannels(self): | |
| 237 |
|
237 | |||
| 238 | return len(self.channelList) |
|
238 | return len(self.channelList) | |
| 239 |
|
239 | |||
| 240 | def getChannelIndexList(self): |
|
240 | def getChannelIndexList(self): | |
| 241 |
|
241 | |||
| 242 | return range(self.nChannels) |
|
242 | return range(self.nChannels) | |
| 243 |
|
243 | |||
| 244 | def getNHeights(self): |
|
244 | def getNHeights(self): | |
| 245 |
|
245 | |||
| 246 | return len(self.heightList) |
|
246 | return len(self.heightList) | |
| 247 |
|
247 | |||
| 248 | def getHeiRange(self, extrapoints=0): |
|
248 | def getHeiRange(self, extrapoints=0): | |
| 249 |
|
249 | |||
| 250 | heis = self.heightList |
|
250 | heis = self.heightList | |
| 251 | # deltah = self.heightList[1] - self.heightList[0] |
|
251 | # deltah = self.heightList[1] - self.heightList[0] | |
| 252 | # |
|
252 | # | |
| 253 | # heis.append(self.heightList[-1]) |
|
253 | # heis.append(self.heightList[-1]) | |
| 254 |
|
254 | |||
| 255 | return heis |
|
255 | return heis | |
| 256 |
|
256 | |||
| 257 | def getDeltaH(self): |
|
257 | def getDeltaH(self): | |
| 258 |
|
258 | |||
| 259 | delta = self.heightList[1] - self.heightList[0] |
|
259 | delta = self.heightList[1] - self.heightList[0] | |
| 260 |
|
260 | |||
| 261 | return delta |
|
261 | return delta | |
| 262 |
|
262 | |||
| 263 | def getltctime(self): |
|
263 | def getltctime(self): | |
| 264 |
|
264 | |||
| 265 | if self.useLocalTime: |
|
265 | if self.useLocalTime: | |
| 266 | return self.utctime - self.timeZone*60 |
|
266 | return self.utctime - self.timeZone*60 | |
| 267 |
|
267 | |||
| 268 | return self.utctime |
|
268 | return self.utctime | |
| 269 |
|
269 | |||
| 270 | def getDatatime(self): |
|
270 | def getDatatime(self): | |
| 271 |
|
271 | |||
| 272 | datatimeValue = datetime.datetime.utcfromtimestamp(self.ltctime) |
|
272 | datatimeValue = datetime.datetime.utcfromtimestamp(self.ltctime) | |
| 273 | return datatimeValue |
|
273 | return datatimeValue | |
| 274 |
|
274 | |||
| 275 | def getTimeRange(self): |
|
275 | def getTimeRange(self): | |
| 276 |
|
276 | |||
| 277 | datatime = [] |
|
277 | datatime = [] | |
| 278 |
|
278 | |||
| 279 | datatime.append(self.ltctime) |
|
279 | datatime.append(self.ltctime) | |
| 280 | datatime.append(self.ltctime + self.timeInterval+60) |
|
280 | datatime.append(self.ltctime + self.timeInterval+60) | |
| 281 |
|
281 | |||
| 282 | datatime = numpy.array(datatime) |
|
282 | datatime = numpy.array(datatime) | |
| 283 |
|
283 | |||
| 284 | return datatime |
|
284 | return datatime | |
| 285 |
|
285 | |||
| 286 | def getFmaxTimeResponse(self): |
|
286 | def getFmaxTimeResponse(self): | |
| 287 |
|
287 | |||
| 288 | period = (10**-6)*self.getDeltaH()/(0.15) |
|
288 | period = (10**-6)*self.getDeltaH()/(0.15) | |
| 289 |
|
289 | |||
| 290 | PRF = 1./(period * self.nCohInt) |
|
290 | PRF = 1./(period * self.nCohInt) | |
| 291 |
|
291 | |||
| 292 | fmax = PRF |
|
292 | fmax = PRF | |
| 293 |
|
293 | |||
| 294 | return fmax |
|
294 | return fmax | |
| 295 |
|
295 | |||
| 296 | def getFmax(self): |
|
296 | def getFmax(self): | |
| 297 |
|
297 | |||
| 298 | PRF = 1./(self.ippSeconds * self.nCohInt) |
|
298 | PRF = 1./(self.ippSeconds * self.nCohInt) | |
| 299 |
|
299 | |||
| 300 | fmax = PRF |
|
300 | fmax = PRF | |
| 301 |
|
301 | |||
| 302 | return fmax |
|
302 | return fmax | |
| 303 |
|
303 | |||
| 304 | def getVmax(self): |
|
304 | def getVmax(self): | |
| 305 |
|
305 | |||
| 306 | _lambda = self.C/self.frequency |
|
306 | _lambda = self.C/self.frequency | |
| 307 |
|
307 | |||
| 308 | vmax = self.getFmax() * _lambda |
|
308 | vmax = self.getFmax() * _lambda | |
| 309 |
|
309 | |||
| 310 | return vmax |
|
310 | return vmax | |
| 311 |
|
311 | |||
| 312 | def get_ippSeconds(self): |
|
312 | def get_ippSeconds(self): | |
| 313 | ''' |
|
313 | ''' | |
| 314 | ''' |
|
314 | ''' | |
| 315 | return self.radarControllerHeaderObj.ippSeconds |
|
315 | return self.radarControllerHeaderObj.ippSeconds | |
| 316 |
|
316 | |||
| 317 | def set_ippSeconds(self, ippSeconds): |
|
317 | def set_ippSeconds(self, ippSeconds): | |
| 318 | ''' |
|
318 | ''' | |
| 319 | ''' |
|
319 | ''' | |
| 320 |
|
320 | |||
| 321 | self.radarControllerHeaderObj.ippSeconds = ippSeconds |
|
321 | self.radarControllerHeaderObj.ippSeconds = ippSeconds | |
| 322 |
|
322 | |||
| 323 | return |
|
323 | return | |
| 324 |
|
324 | |||
| 325 | def get_dtype(self): |
|
325 | def get_dtype(self): | |
| 326 | ''' |
|
326 | ''' | |
| 327 | ''' |
|
327 | ''' | |
| 328 | return getNumpyDtype(self.datatype) |
|
328 | return getNumpyDtype(self.datatype) | |
| 329 |
|
329 | |||
| 330 | def set_dtype(self, numpyDtype): |
|
330 | def set_dtype(self, numpyDtype): | |
| 331 | ''' |
|
331 | ''' | |
| 332 | ''' |
|
332 | ''' | |
| 333 |
|
333 | |||
| 334 | self.datatype = getDataTypeCode(numpyDtype) |
|
334 | self.datatype = getDataTypeCode(numpyDtype) | |
| 335 |
|
335 | |||
| 336 | def get_code(self): |
|
336 | def get_code(self): | |
| 337 | ''' |
|
337 | ''' | |
| 338 | ''' |
|
338 | ''' | |
| 339 | return self.radarControllerHeaderObj.code |
|
339 | return self.radarControllerHeaderObj.code | |
| 340 |
|
340 | |||
| 341 | def set_code(self, code): |
|
341 | def set_code(self, code): | |
| 342 | ''' |
|
342 | ''' | |
| 343 | ''' |
|
343 | ''' | |
| 344 | self.radarControllerHeaderObj.code = code |
|
344 | self.radarControllerHeaderObj.code = code | |
| 345 |
|
345 | |||
| 346 | return |
|
346 | return | |
| 347 |
|
347 | |||
| 348 | def get_ncode(self): |
|
348 | def get_ncode(self): | |
| 349 | ''' |
|
349 | ''' | |
| 350 | ''' |
|
350 | ''' | |
| 351 | return self.radarControllerHeaderObj.nCode |
|
351 | return self.radarControllerHeaderObj.nCode | |
| 352 |
|
352 | |||
| 353 | def set_ncode(self, nCode): |
|
353 | def set_ncode(self, nCode): | |
| 354 | ''' |
|
354 | ''' | |
| 355 | ''' |
|
355 | ''' | |
| 356 | self.radarControllerHeaderObj.nCode = nCode |
|
356 | self.radarControllerHeaderObj.nCode = nCode | |
| 357 |
|
357 | |||
| 358 | return |
|
358 | return | |
| 359 |
|
359 | |||
| 360 | def get_nbaud(self): |
|
360 | def get_nbaud(self): | |
| 361 | ''' |
|
361 | ''' | |
| 362 | ''' |
|
362 | ''' | |
| 363 | return self.radarControllerHeaderObj.nBaud |
|
363 | return self.radarControllerHeaderObj.nBaud | |
| 364 |
|
364 | |||
| 365 | def set_nbaud(self, nBaud): |
|
365 | def set_nbaud(self, nBaud): | |
| 366 | ''' |
|
366 | ''' | |
| 367 | ''' |
|
367 | ''' | |
| 368 | self.radarControllerHeaderObj.nBaud = nBaud |
|
368 | self.radarControllerHeaderObj.nBaud = nBaud | |
| 369 |
|
369 | |||
| 370 | return |
|
370 | return | |
| 371 |
|
371 | |||
| 372 | nChannels = property(getNChannels, "I'm the 'nChannel' property.") |
|
372 | nChannels = property(getNChannels, "I'm the 'nChannel' property.") | |
| 373 | channelIndexList = property(getChannelIndexList, "I'm the 'channelIndexList' property.") |
|
373 | channelIndexList = property(getChannelIndexList, "I'm the 'channelIndexList' property.") | |
| 374 | nHeights = property(getNHeights, "I'm the 'nHeights' property.") |
|
374 | nHeights = property(getNHeights, "I'm the 'nHeights' property.") | |
| 375 | #noise = property(getNoise, "I'm the 'nHeights' property.") |
|
375 | #noise = property(getNoise, "I'm the 'nHeights' property.") | |
| 376 | datatime = property(getDatatime, "I'm the 'datatime' property") |
|
376 | datatime = property(getDatatime, "I'm the 'datatime' property") | |
| 377 | ltctime = property(getltctime, "I'm the 'ltctime' property") |
|
377 | ltctime = property(getltctime, "I'm the 'ltctime' property") | |
| 378 | ippSeconds = property(get_ippSeconds, set_ippSeconds) |
|
378 | ippSeconds = property(get_ippSeconds, set_ippSeconds) | |
| 379 | dtype = property(get_dtype, set_dtype) |
|
379 | dtype = property(get_dtype, set_dtype) | |
| 380 | # timeInterval = property(getTimeInterval, "I'm the 'timeInterval' property") |
|
380 | # timeInterval = property(getTimeInterval, "I'm the 'timeInterval' property") | |
| 381 | code = property(get_code, set_code) |
|
381 | code = property(get_code, set_code) | |
| 382 | nCode = property(get_ncode, set_ncode) |
|
382 | nCode = property(get_ncode, set_ncode) | |
| 383 | nBaud = property(get_nbaud, set_nbaud) |
|
383 | nBaud = property(get_nbaud, set_nbaud) | |
| 384 |
|
384 | |||
| 385 | class Voltage(JROData): |
|
385 | class Voltage(JROData): | |
| 386 |
|
386 | |||
| 387 | #data es un numpy array de 2 dmensiones (canales, alturas) |
|
387 | #data es un numpy array de 2 dmensiones (canales, alturas) | |
| 388 | data = None |
|
388 | data = None | |
| 389 |
|
389 | |||
| 390 | def __init__(self): |
|
390 | def __init__(self): | |
| 391 | ''' |
|
391 | ''' | |
| 392 | Constructor |
|
392 | Constructor | |
| 393 | ''' |
|
393 | ''' | |
| 394 |
|
394 | |||
| 395 | self.useLocalTime = True |
|
395 | self.useLocalTime = True | |
| 396 |
|
396 | |||
| 397 | self.radarControllerHeaderObj = RadarControllerHeader() |
|
397 | self.radarControllerHeaderObj = RadarControllerHeader() | |
| 398 |
|
398 | |||
| 399 | self.systemHeaderObj = SystemHeader() |
|
399 | self.systemHeaderObj = SystemHeader() | |
| 400 |
|
400 | |||
| 401 | self.type = "Voltage" |
|
401 | self.type = "Voltage" | |
| 402 |
|
402 | |||
| 403 | self.data = None |
|
403 | self.data = None | |
| 404 |
|
404 | |||
| 405 | # self.dtype = None |
|
405 | # self.dtype = None | |
| 406 |
|
406 | |||
| 407 | # self.nChannels = 0 |
|
407 | # self.nChannels = 0 | |
| 408 |
|
408 | |||
| 409 | # self.nHeights = 0 |
|
409 | # self.nHeights = 0 | |
| 410 |
|
410 | |||
| 411 | self.nProfiles = None |
|
411 | self.nProfiles = None | |
| 412 |
|
412 | |||
| 413 | self.heightList = None |
|
413 | self.heightList = None | |
| 414 |
|
414 | |||
| 415 | self.channelList = None |
|
415 | self.channelList = None | |
| 416 |
|
416 | |||
| 417 | # self.channelIndexList = None |
|
417 | # self.channelIndexList = None | |
| 418 |
|
418 | |||
| 419 | self.flagNoData = True |
|
419 | self.flagNoData = True | |
| 420 |
|
420 | |||
| 421 | self.flagDiscontinuousBlock = False |
|
421 | self.flagDiscontinuousBlock = False | |
| 422 |
|
422 | |||
| 423 | self.utctime = None |
|
423 | self.utctime = None | |
| 424 |
|
424 | |||
| 425 | self.timeZone = None |
|
425 | self.timeZone = None | |
| 426 |
|
426 | |||
| 427 | self.dstFlag = None |
|
427 | self.dstFlag = None | |
| 428 |
|
428 | |||
| 429 | self.errorCount = None |
|
429 | self.errorCount = None | |
| 430 |
|
430 | |||
| 431 | self.nCohInt = None |
|
431 | self.nCohInt = None | |
| 432 |
|
432 | |||
| 433 | self.blocksize = None |
|
433 | self.blocksize = None | |
| 434 |
|
434 | |||
| 435 | self.flagDecodeData = False #asumo q la data no esta decodificada |
|
435 | self.flagDecodeData = False #asumo q la data no esta decodificada | |
| 436 |
|
436 | |||
| 437 | self.flagDeflipData = False #asumo q la data no esta sin flip |
|
437 | self.flagDeflipData = False #asumo q la data no esta sin flip | |
| 438 |
|
438 | |||
| 439 | self.flagShiftFFT = False |
|
439 | self.flagShiftFFT = False | |
| 440 |
|
440 | |||
| 441 | self.flagDataAsBlock = False #Asumo que la data es leida perfil a perfil |
|
441 | self.flagDataAsBlock = False #Asumo que la data es leida perfil a perfil | |
| 442 |
|
442 | |||
| 443 | self.profileIndex = 0 |
|
443 | self.profileIndex = 0 | |
| 444 |
|
444 | |||
| 445 | def getNoisebyHildebrand(self, channel = None): |
|
445 | def getNoisebyHildebrand(self, channel = None): | |
| 446 | """ |
|
446 | """ | |
| 447 | Determino el nivel de ruido usando el metodo Hildebrand-Sekhon |
|
447 | Determino el nivel de ruido usando el metodo Hildebrand-Sekhon | |
| 448 |
|
448 | |||
| 449 | Return: |
|
449 | Return: | |
| 450 | noiselevel |
|
450 | noiselevel | |
| 451 | """ |
|
451 | """ | |
| 452 |
|
452 | |||
| 453 | if channel != None: |
|
453 | if channel != None: | |
| 454 | data = self.data[channel] |
|
454 | data = self.data[channel] | |
| 455 | nChannels = 1 |
|
455 | nChannels = 1 | |
| 456 | else: |
|
456 | else: | |
| 457 | data = self.data |
|
457 | data = self.data | |
| 458 | nChannels = self.nChannels |
|
458 | nChannels = self.nChannels | |
| 459 |
|
459 | |||
| 460 | noise = numpy.zeros(nChannels) |
|
460 | noise = numpy.zeros(nChannels) | |
| 461 | power = data * numpy.conjugate(data) |
|
461 | power = data * numpy.conjugate(data) | |
| 462 |
|
462 | |||
| 463 | for thisChannel in range(nChannels): |
|
463 | for thisChannel in range(nChannels): | |
| 464 | if nChannels == 1: |
|
464 | if nChannels == 1: | |
| 465 | daux = power[:].real |
|
465 | daux = power[:].real | |
| 466 | else: |
|
466 | else: | |
| 467 | daux = power[thisChannel,:].real |
|
467 | daux = power[thisChannel,:].real | |
| 468 | noise[thisChannel] = hildebrand_sekhon(daux, self.nCohInt) |
|
468 | noise[thisChannel] = hildebrand_sekhon(daux, self.nCohInt) | |
| 469 |
|
469 | |||
| 470 | return noise |
|
470 | return noise | |
| 471 |
|
471 | |||
| 472 | def getNoise(self, type = 1, channel = None): |
|
472 | def getNoise(self, type = 1, channel = None): | |
| 473 |
|
473 | |||
| 474 | if type == 1: |
|
474 | if type == 1: | |
| 475 | noise = self.getNoisebyHildebrand(channel) |
|
475 | noise = self.getNoisebyHildebrand(channel) | |
| 476 |
|
476 | |||
| 477 | return noise |
|
477 | return noise | |
| 478 |
|
478 | |||
| 479 | def getPower(self, channel = None): |
|
479 | def getPower(self, channel = None): | |
| 480 |
|
480 | |||
| 481 | if channel != None: |
|
481 | if channel != None: | |
| 482 | data = self.data[channel] |
|
482 | data = self.data[channel] | |
| 483 | else: |
|
483 | else: | |
| 484 | data = self.data |
|
484 | data = self.data | |
| 485 |
|
485 | |||
| 486 | power = data * numpy.conjugate(data) |
|
486 | power = data * numpy.conjugate(data) | |
| 487 |
|
487 | |||
| 488 | return 10*numpy.log10(power.real) |
|
488 | return 10*numpy.log10(power.real) | |
| 489 |
|
489 | |||
| 490 | def getTimeInterval(self): |
|
490 | def getTimeInterval(self): | |
| 491 |
|
491 | |||
| 492 | timeInterval = self.ippSeconds * self.nCohInt |
|
492 | timeInterval = self.ippSeconds * self.nCohInt | |
| 493 |
|
493 | |||
| 494 | return timeInterval |
|
494 | return timeInterval | |
| 495 |
|
495 | |||
| 496 | noise = property(getNoise, "I'm the 'nHeights' property.") |
|
496 | noise = property(getNoise, "I'm the 'nHeights' property.") | |
| 497 | timeInterval = property(getTimeInterval, "I'm the 'timeInterval' property") |
|
497 | timeInterval = property(getTimeInterval, "I'm the 'timeInterval' property") | |
| 498 |
|
498 | |||
| 499 | class Spectra(JROData): |
|
499 | class Spectra(JROData): | |
| 500 |
|
500 | |||
| 501 | #data es un numpy array de 2 dmensiones (canales, perfiles, alturas) |
|
501 | #data es un numpy array de 2 dmensiones (canales, perfiles, alturas) | |
| 502 | data_spc = None |
|
502 | data_spc = None | |
| 503 |
|
503 | |||
| 504 | #data es un numpy array de 2 dmensiones (canales, pares, alturas) |
|
504 | #data es un numpy array de 2 dmensiones (canales, pares, alturas) | |
| 505 | data_cspc = None |
|
505 | data_cspc = None | |
| 506 |
|
506 | |||
| 507 | #data es un numpy array de 2 dmensiones (canales, alturas) |
|
507 | #data es un numpy array de 2 dmensiones (canales, alturas) | |
| 508 | data_dc = None |
|
508 | data_dc = None | |
| 509 |
|
509 | |||
| 510 | nFFTPoints = None |
|
510 | nFFTPoints = None | |
| 511 |
|
511 | |||
| 512 | # nPairs = None |
|
512 | # nPairs = None | |
| 513 |
|
513 | |||
| 514 | pairsList = None |
|
514 | pairsList = None | |
| 515 |
|
515 | |||
| 516 | nIncohInt = None |
|
516 | nIncohInt = None | |
| 517 |
|
517 | |||
| 518 | wavelength = None #Necesario para cacular el rango de velocidad desde la frecuencia |
|
518 | wavelength = None #Necesario para cacular el rango de velocidad desde la frecuencia | |
| 519 |
|
519 | |||
| 520 | nCohInt = None #se requiere para determinar el valor de timeInterval |
|
520 | nCohInt = None #se requiere para determinar el valor de timeInterval | |
| 521 |
|
521 | |||
| 522 | ippFactor = None |
|
522 | ippFactor = None | |
| 523 |
|
523 | |||
| 524 | profileIndex = 0 |
|
524 | profileIndex = 0 | |
| 525 |
|
525 | |||
| 526 | plotting = "spectra" |
|
526 | plotting = "spectra" | |
| 527 |
|
527 | |||
| 528 | def __init__(self): |
|
528 | def __init__(self): | |
| 529 | ''' |
|
529 | ''' | |
| 530 | Constructor |
|
530 | Constructor | |
| 531 | ''' |
|
531 | ''' | |
| 532 |
|
532 | |||
| 533 | self.useLocalTime = True |
|
533 | self.useLocalTime = True | |
| 534 |
|
534 | |||
| 535 | self.radarControllerHeaderObj = RadarControllerHeader() |
|
535 | self.radarControllerHeaderObj = RadarControllerHeader() | |
| 536 |
|
536 | |||
| 537 | self.systemHeaderObj = SystemHeader() |
|
537 | self.systemHeaderObj = SystemHeader() | |
| 538 |
|
538 | |||
| 539 | self.type = "Spectra" |
|
539 | self.type = "Spectra" | |
| 540 |
|
540 | |||
| 541 | # self.data = None |
|
541 | # self.data = None | |
| 542 |
|
542 | |||
| 543 | # self.dtype = None |
|
543 | # self.dtype = None | |
| 544 |
|
544 | |||
| 545 | # self.nChannels = 0 |
|
545 | # self.nChannels = 0 | |
| 546 |
|
546 | |||
| 547 | # self.nHeights = 0 |
|
547 | # self.nHeights = 0 | |
| 548 |
|
548 | |||
| 549 | self.nProfiles = None |
|
549 | self.nProfiles = None | |
| 550 |
|
550 | |||
| 551 | self.heightList = None |
|
551 | self.heightList = None | |
| 552 |
|
552 | |||
| 553 | self.channelList = None |
|
553 | self.channelList = None | |
| 554 |
|
554 | |||
| 555 | # self.channelIndexList = None |
|
555 | # self.channelIndexList = None | |
| 556 |
|
556 | |||
| 557 | self.pairsList = None |
|
557 | self.pairsList = None | |
| 558 |
|
558 | |||
| 559 | self.flagNoData = True |
|
559 | self.flagNoData = True | |
| 560 |
|
560 | |||
| 561 | self.flagDiscontinuousBlock = False |
|
561 | self.flagDiscontinuousBlock = False | |
| 562 |
|
562 | |||
| 563 | self.utctime = None |
|
563 | self.utctime = None | |
| 564 |
|
564 | |||
| 565 | self.nCohInt = None |
|
565 | self.nCohInt = None | |
| 566 |
|
566 | |||
| 567 | self.nIncohInt = None |
|
567 | self.nIncohInt = None | |
| 568 |
|
568 | |||
| 569 | self.blocksize = None |
|
569 | self.blocksize = None | |
| 570 |
|
570 | |||
| 571 | self.nFFTPoints = None |
|
571 | self.nFFTPoints = None | |
| 572 |
|
572 | |||
| 573 | self.wavelength = None |
|
573 | self.wavelength = None | |
| 574 |
|
574 | |||
| 575 | self.flagDecodeData = False #asumo q la data no esta decodificada |
|
575 | self.flagDecodeData = False #asumo q la data no esta decodificada | |
| 576 |
|
576 | |||
| 577 | self.flagDeflipData = False #asumo q la data no esta sin flip |
|
577 | self.flagDeflipData = False #asumo q la data no esta sin flip | |
| 578 |
|
578 | |||
| 579 | self.flagShiftFFT = False |
|
579 | self.flagShiftFFT = False | |
| 580 |
|
580 | |||
| 581 | self.ippFactor = 1 |
|
581 | self.ippFactor = 1 | |
| 582 |
|
582 | |||
| 583 | #self.noise = None |
|
583 | #self.noise = None | |
| 584 |
|
584 | |||
| 585 | self.beacon_heiIndexList = [] |
|
585 | self.beacon_heiIndexList = [] | |
| 586 |
|
586 | |||
| 587 | self.noise_estimation = None |
|
587 | self.noise_estimation = None | |
| 588 |
|
588 | |||
| 589 |
|
589 | |||
| 590 | def getNoisebyHildebrand(self, xmin_index=None, xmax_index=None, ymin_index=None, ymax_index=None): |
|
590 | def getNoisebyHildebrand(self, xmin_index=None, xmax_index=None, ymin_index=None, ymax_index=None): | |
| 591 | """ |
|
591 | """ | |
| 592 | Determino el nivel de ruido usando el metodo Hildebrand-Sekhon |
|
592 | Determino el nivel de ruido usando el metodo Hildebrand-Sekhon | |
| 593 |
|
593 | |||
| 594 | Return: |
|
594 | Return: | |
| 595 | noiselevel |
|
595 | noiselevel | |
| 596 | """ |
|
596 | """ | |
| 597 |
|
597 | |||
| 598 | noise = numpy.zeros(self.nChannels) |
|
598 | noise = numpy.zeros(self.nChannels) | |
| 599 |
|
599 | |||
| 600 | for channel in range(self.nChannels): |
|
600 | for channel in range(self.nChannels): | |
| 601 | daux = self.data_spc[channel,xmin_index:xmax_index,ymin_index:ymax_index] |
|
601 | daux = self.data_spc[channel,xmin_index:xmax_index,ymin_index:ymax_index] | |
| 602 | noise[channel] = hildebrand_sekhon(daux, self.nIncohInt) |
|
602 | noise[channel] = hildebrand_sekhon(daux, self.nIncohInt) | |
| 603 |
|
603 | |||
| 604 | return noise |
|
604 | return noise | |
| 605 |
|
605 | |||
| 606 | def getNoise(self, xmin_index=None, xmax_index=None, ymin_index=None, ymax_index=None): |
|
606 | def getNoise(self, xmin_index=None, xmax_index=None, ymin_index=None, ymax_index=None): | |
| 607 |
|
607 | |||
| 608 | if self.noise_estimation is not None: |
|
608 | if self.noise_estimation is not None: | |
| 609 | return self.noise_estimation #this was estimated by getNoise Operation defined in jroproc_spectra.py |
|
609 | return self.noise_estimation #this was estimated by getNoise Operation defined in jroproc_spectra.py | |
| 610 | else: |
|
610 | else: | |
| 611 | noise = self.getNoisebyHildebrand(xmin_index, xmax_index, ymin_index, ymax_index) |
|
611 | noise = self.getNoisebyHildebrand(xmin_index, xmax_index, ymin_index, ymax_index) | |
| 612 | return noise |
|
612 | return noise | |
| 613 |
|
613 | |||
| 614 | def getFreqRangeTimeResponse(self, extrapoints=0): |
|
614 | def getFreqRangeTimeResponse(self, extrapoints=0): | |
| 615 |
|
615 | |||
| 616 | deltafreq = self.getFmaxTimeResponse() / (self.nFFTPoints*self.ippFactor) |
|
616 | deltafreq = self.getFmaxTimeResponse() / (self.nFFTPoints*self.ippFactor) | |
| 617 | freqrange = deltafreq*(numpy.arange(self.nFFTPoints+extrapoints)-self.nFFTPoints/2.) - deltafreq/2 |
|
617 | freqrange = deltafreq*(numpy.arange(self.nFFTPoints+extrapoints)-self.nFFTPoints/2.) - deltafreq/2 | |
| 618 |
|
618 | |||
| 619 | return freqrange |
|
619 | return freqrange | |
| 620 |
|
620 | |||
| 621 | def getAcfRange(self, extrapoints=0): |
|
621 | def getAcfRange(self, extrapoints=0): | |
| 622 |
|
622 | |||
| 623 | deltafreq = 10./(self.getFmax() / (self.nFFTPoints*self.ippFactor)) |
|
623 | deltafreq = 10./(self.getFmax() / (self.nFFTPoints*self.ippFactor)) | |
| 624 | freqrange = deltafreq*(numpy.arange(self.nFFTPoints+extrapoints)-self.nFFTPoints/2.) - deltafreq/2 |
|
624 | freqrange = deltafreq*(numpy.arange(self.nFFTPoints+extrapoints)-self.nFFTPoints/2.) - deltafreq/2 | |
| 625 |
|
625 | |||
| 626 | return freqrange |
|
626 | return freqrange | |
| 627 |
|
627 | |||
| 628 | def getFreqRange(self, extrapoints=0): |
|
628 | def getFreqRange(self, extrapoints=0): | |
| 629 |
|
629 | |||
| 630 | deltafreq = self.getFmax() / (self.nFFTPoints*self.ippFactor) |
|
630 | deltafreq = self.getFmax() / (self.nFFTPoints*self.ippFactor) | |
| 631 | freqrange = deltafreq*(numpy.arange(self.nFFTPoints+extrapoints)-self.nFFTPoints/2.) - deltafreq/2 |
|
631 | freqrange = deltafreq*(numpy.arange(self.nFFTPoints+extrapoints)-self.nFFTPoints/2.) - deltafreq/2 | |
| 632 |
|
632 | |||
| 633 | return freqrange |
|
633 | return freqrange | |
| 634 |
|
634 | |||
| 635 | def getVelRange(self, extrapoints=0): |
|
635 | def getVelRange(self, extrapoints=0): | |
| 636 |
|
636 | |||
| 637 | deltav = self.getVmax() / (self.nFFTPoints*self.ippFactor) |
|
637 | deltav = self.getVmax() / (self.nFFTPoints*self.ippFactor) | |
| 638 | velrange = deltav*(numpy.arange(self.nFFTPoints+extrapoints)-self.nFFTPoints/2.) - deltav/2 |
|
638 | velrange = deltav*(numpy.arange(self.nFFTPoints+extrapoints)-self.nFFTPoints/2.) - deltav/2 | |
| 639 |
|
639 | |||
| 640 | return velrange |
|
640 | return velrange | |
| 641 |
|
641 | |||
| 642 | def getNPairs(self): |
|
642 | def getNPairs(self): | |
| 643 |
|
643 | |||
| 644 | return len(self.pairsList) |
|
644 | return len(self.pairsList) | |
| 645 |
|
645 | |||
| 646 | def getPairsIndexList(self): |
|
646 | def getPairsIndexList(self): | |
| 647 |
|
647 | |||
| 648 | return range(self.nPairs) |
|
648 | return range(self.nPairs) | |
| 649 |
|
649 | |||
| 650 | def getNormFactor(self): |
|
650 | def getNormFactor(self): | |
| 651 |
|
651 | |||
| 652 | pwcode = 1 |
|
652 | pwcode = 1 | |
| 653 |
|
653 | |||
| 654 | if self.flagDecodeData: |
|
654 | if self.flagDecodeData: | |
| 655 | pwcode = numpy.sum(self.code[0]**2) |
|
655 | pwcode = numpy.sum(self.code[0]**2) | |
| 656 | #normFactor = min(self.nFFTPoints,self.nProfiles)*self.nIncohInt*self.nCohInt*pwcode*self.windowOfFilter |
|
656 | #normFactor = min(self.nFFTPoints,self.nProfiles)*self.nIncohInt*self.nCohInt*pwcode*self.windowOfFilter | |
| 657 | normFactor = self.nProfiles*self.nIncohInt*self.nCohInt*pwcode*self.windowOfFilter |
|
657 | normFactor = self.nProfiles*self.nIncohInt*self.nCohInt*pwcode*self.windowOfFilter | |
| 658 |
|
658 | |||
| 659 | return normFactor |
|
659 | return normFactor | |
| 660 |
|
660 | |||
| 661 | def getFlagCspc(self): |
|
661 | def getFlagCspc(self): | |
| 662 |
|
662 | |||
| 663 | if self.data_cspc is None: |
|
663 | if self.data_cspc is None: | |
| 664 | return True |
|
664 | return True | |
| 665 |
|
665 | |||
| 666 | return False |
|
666 | return False | |
| 667 |
|
667 | |||
| 668 | def getFlagDc(self): |
|
668 | def getFlagDc(self): | |
| 669 |
|
669 | |||
| 670 | if self.data_dc is None: |
|
670 | if self.data_dc is None: | |
| 671 | return True |
|
671 | return True | |
| 672 |
|
672 | |||
| 673 | return False |
|
673 | return False | |
| 674 |
|
674 | |||
| 675 | def getTimeInterval(self): |
|
675 | def getTimeInterval(self): | |
| 676 |
|
676 | |||
| 677 | timeInterval = self.ippSeconds * self.nCohInt * self.nIncohInt * self.nProfiles |
|
677 | timeInterval = self.ippSeconds * self.nCohInt * self.nIncohInt * self.nProfiles | |
| 678 |
|
678 | |||
| 679 | return timeInterval |
|
679 | return timeInterval | |
| 680 |
|
680 | |||
| 681 | def setValue(self, value): |
|
681 | def setValue(self, value): | |
| 682 |
|
682 | |||
| 683 | print "This property should not be initialized" |
|
683 | print "This property should not be initialized" | |
| 684 |
|
684 | |||
| 685 | return |
|
685 | return | |
| 686 |
|
686 | |||
| 687 | nPairs = property(getNPairs, setValue, "I'm the 'nPairs' property.") |
|
687 | nPairs = property(getNPairs, setValue, "I'm the 'nPairs' property.") | |
| 688 | pairsIndexList = property(getPairsIndexList, setValue, "I'm the 'pairsIndexList' property.") |
|
688 | pairsIndexList = property(getPairsIndexList, setValue, "I'm the 'pairsIndexList' property.") | |
| 689 | normFactor = property(getNormFactor, setValue, "I'm the 'getNormFactor' property.") |
|
689 | normFactor = property(getNormFactor, setValue, "I'm the 'getNormFactor' property.") | |
| 690 | flag_cspc = property(getFlagCspc, setValue) |
|
690 | flag_cspc = property(getFlagCspc, setValue) | |
| 691 | flag_dc = property(getFlagDc, setValue) |
|
691 | flag_dc = property(getFlagDc, setValue) | |
| 692 | noise = property(getNoise, setValue, "I'm the 'nHeights' property.") |
|
692 | noise = property(getNoise, setValue, "I'm the 'nHeights' property.") | |
| 693 | timeInterval = property(getTimeInterval, setValue, "I'm the 'timeInterval' property") |
|
693 | timeInterval = property(getTimeInterval, setValue, "I'm the 'timeInterval' property") | |
| 694 |
|
694 | |||
| 695 | class SpectraHeis(Spectra): |
|
695 | class SpectraHeis(Spectra): | |
| 696 |
|
696 | |||
| 697 | data_spc = None |
|
697 | data_spc = None | |
| 698 |
|
698 | |||
| 699 | data_cspc = None |
|
699 | data_cspc = None | |
| 700 |
|
700 | |||
| 701 | data_dc = None |
|
701 | data_dc = None | |
| 702 |
|
702 | |||
| 703 | nFFTPoints = None |
|
703 | nFFTPoints = None | |
| 704 |
|
704 | |||
| 705 | # nPairs = None |
|
705 | # nPairs = None | |
| 706 |
|
706 | |||
| 707 | pairsList = None |
|
707 | pairsList = None | |
| 708 |
|
708 | |||
| 709 | nCohInt = None |
|
709 | nCohInt = None | |
| 710 |
|
710 | |||
| 711 | nIncohInt = None |
|
711 | nIncohInt = None | |
| 712 |
|
712 | |||
| 713 | def __init__(self): |
|
713 | def __init__(self): | |
| 714 |
|
714 | |||
| 715 | self.radarControllerHeaderObj = RadarControllerHeader() |
|
715 | self.radarControllerHeaderObj = RadarControllerHeader() | |
| 716 |
|
716 | |||
| 717 | self.systemHeaderObj = SystemHeader() |
|
717 | self.systemHeaderObj = SystemHeader() | |
| 718 |
|
718 | |||
| 719 | self.type = "SpectraHeis" |
|
719 | self.type = "SpectraHeis" | |
| 720 |
|
720 | |||
| 721 | # self.dtype = None |
|
721 | # self.dtype = None | |
| 722 |
|
722 | |||
| 723 | # self.nChannels = 0 |
|
723 | # self.nChannels = 0 | |
| 724 |
|
724 | |||
| 725 | # self.nHeights = 0 |
|
725 | # self.nHeights = 0 | |
| 726 |
|
726 | |||
| 727 | self.nProfiles = None |
|
727 | self.nProfiles = None | |
| 728 |
|
728 | |||
| 729 | self.heightList = None |
|
729 | self.heightList = None | |
| 730 |
|
730 | |||
| 731 | self.channelList = None |
|
731 | self.channelList = None | |
| 732 |
|
732 | |||
| 733 | # self.channelIndexList = None |
|
733 | # self.channelIndexList = None | |
| 734 |
|
734 | |||
| 735 | self.flagNoData = True |
|
735 | self.flagNoData = True | |
| 736 |
|
736 | |||
| 737 | self.flagDiscontinuousBlock = False |
|
737 | self.flagDiscontinuousBlock = False | |
| 738 |
|
738 | |||
| 739 | # self.nPairs = 0 |
|
739 | # self.nPairs = 0 | |
| 740 |
|
740 | |||
| 741 | self.utctime = None |
|
741 | self.utctime = None | |
| 742 |
|
742 | |||
| 743 | self.blocksize = None |
|
743 | self.blocksize = None | |
| 744 |
|
744 | |||
| 745 | self.profileIndex = 0 |
|
745 | self.profileIndex = 0 | |
| 746 |
|
746 | |||
| 747 | self.nCohInt = 1 |
|
747 | self.nCohInt = 1 | |
| 748 |
|
748 | |||
| 749 | self.nIncohInt = 1 |
|
749 | self.nIncohInt = 1 | |
| 750 |
|
750 | |||
| 751 | def getNormFactor(self): |
|
751 | def getNormFactor(self): | |
| 752 | pwcode = 1 |
|
752 | pwcode = 1 | |
| 753 | if self.flagDecodeData: |
|
753 | if self.flagDecodeData: | |
| 754 | pwcode = numpy.sum(self.code[0]**2) |
|
754 | pwcode = numpy.sum(self.code[0]**2) | |
| 755 |
|
755 | |||
| 756 | normFactor = self.nIncohInt*self.nCohInt*pwcode |
|
756 | normFactor = self.nIncohInt*self.nCohInt*pwcode | |
| 757 |
|
757 | |||
| 758 | return normFactor |
|
758 | return normFactor | |
| 759 |
|
759 | |||
| 760 | def getTimeInterval(self): |
|
760 | def getTimeInterval(self): | |
| 761 |
|
761 | |||
| 762 | timeInterval = self.ippSeconds * self.nCohInt * self.nIncohInt |
|
762 | timeInterval = self.ippSeconds * self.nCohInt * self.nIncohInt | |
| 763 |
|
763 | |||
| 764 | return timeInterval |
|
764 | return timeInterval | |
| 765 |
|
765 | |||
| 766 | normFactor = property(getNormFactor, "I'm the 'getNormFactor' property.") |
|
766 | normFactor = property(getNormFactor, "I'm the 'getNormFactor' property.") | |
| 767 | timeInterval = property(getTimeInterval, "I'm the 'timeInterval' property") |
|
767 | timeInterval = property(getTimeInterval, "I'm the 'timeInterval' property") | |
| 768 |
|
768 | |||
| 769 | class Fits(JROData): |
|
769 | class Fits(JROData): | |
| 770 |
|
770 | |||
| 771 | heightList = None |
|
771 | heightList = None | |
| 772 |
|
772 | |||
| 773 | channelList = None |
|
773 | channelList = None | |
| 774 |
|
774 | |||
| 775 | flagNoData = True |
|
775 | flagNoData = True | |
| 776 |
|
776 | |||
| 777 | flagDiscontinuousBlock = False |
|
777 | flagDiscontinuousBlock = False | |
| 778 |
|
778 | |||
| 779 | useLocalTime = False |
|
779 | useLocalTime = False | |
| 780 |
|
780 | |||
| 781 | utctime = None |
|
781 | utctime = None | |
| 782 |
|
782 | |||
| 783 | timeZone = None |
|
783 | timeZone = None | |
| 784 |
|
784 | |||
| 785 | # ippSeconds = None |
|
785 | # ippSeconds = None | |
| 786 |
|
786 | |||
| 787 | # timeInterval = None |
|
787 | # timeInterval = None | |
| 788 |
|
788 | |||
| 789 | nCohInt = None |
|
789 | nCohInt = None | |
| 790 |
|
790 | |||
| 791 | nIncohInt = None |
|
791 | nIncohInt = None | |
| 792 |
|
792 | |||
| 793 | noise = None |
|
793 | noise = None | |
| 794 |
|
794 | |||
| 795 | windowOfFilter = 1 |
|
795 | windowOfFilter = 1 | |
| 796 |
|
796 | |||
| 797 | #Speed of ligth |
|
797 | #Speed of ligth | |
| 798 | C = 3e8 |
|
798 | C = 3e8 | |
| 799 |
|
799 | |||
| 800 | frequency = 49.92e6 |
|
800 | frequency = 49.92e6 | |
| 801 |
|
801 | |||
| 802 | realtime = False |
|
802 | realtime = False | |
| 803 |
|
803 | |||
| 804 |
|
804 | |||
| 805 | def __init__(self): |
|
805 | def __init__(self): | |
| 806 |
|
806 | |||
| 807 | self.type = "Fits" |
|
807 | self.type = "Fits" | |
| 808 |
|
808 | |||
| 809 | self.nProfiles = None |
|
809 | self.nProfiles = None | |
| 810 |
|
810 | |||
| 811 | self.heightList = None |
|
811 | self.heightList = None | |
| 812 |
|
812 | |||
| 813 | self.channelList = None |
|
813 | self.channelList = None | |
| 814 |
|
814 | |||
| 815 | # self.channelIndexList = None |
|
815 | # self.channelIndexList = None | |
| 816 |
|
816 | |||
| 817 | self.flagNoData = True |
|
817 | self.flagNoData = True | |
| 818 |
|
818 | |||
| 819 | self.utctime = None |
|
819 | self.utctime = None | |
| 820 |
|
820 | |||
| 821 | self.nCohInt = 1 |
|
821 | self.nCohInt = 1 | |
| 822 |
|
822 | |||
| 823 | self.nIncohInt = 1 |
|
823 | self.nIncohInt = 1 | |
| 824 |
|
824 | |||
| 825 | self.useLocalTime = True |
|
825 | self.useLocalTime = True | |
| 826 |
|
826 | |||
| 827 | self.profileIndex = 0 |
|
827 | self.profileIndex = 0 | |
| 828 |
|
828 | |||
| 829 | # self.utctime = None |
|
829 | # self.utctime = None | |
| 830 | # self.timeZone = None |
|
830 | # self.timeZone = None | |
| 831 | # self.ltctime = None |
|
831 | # self.ltctime = None | |
| 832 | # self.timeInterval = None |
|
832 | # self.timeInterval = None | |
| 833 | # self.header = None |
|
833 | # self.header = None | |
| 834 | # self.data_header = None |
|
834 | # self.data_header = None | |
| 835 | # self.data = None |
|
835 | # self.data = None | |
| 836 | # self.datatime = None |
|
836 | # self.datatime = None | |
| 837 | # self.flagNoData = False |
|
837 | # self.flagNoData = False | |
| 838 | # self.expName = '' |
|
838 | # self.expName = '' | |
| 839 | # self.nChannels = None |
|
839 | # self.nChannels = None | |
| 840 | # self.nSamples = None |
|
840 | # self.nSamples = None | |
| 841 | # self.dataBlocksPerFile = None |
|
841 | # self.dataBlocksPerFile = None | |
| 842 | # self.comments = '' |
|
842 | # self.comments = '' | |
| 843 | # |
|
843 | # | |
| 844 |
|
844 | |||
| 845 |
|
845 | |||
| 846 | def getltctime(self): |
|
846 | def getltctime(self): | |
| 847 |
|
847 | |||
| 848 | if self.useLocalTime: |
|
848 | if self.useLocalTime: | |
| 849 | return self.utctime - self.timeZone*60 |
|
849 | return self.utctime - self.timeZone*60 | |
| 850 |
|
850 | |||
| 851 | return self.utctime |
|
851 | return self.utctime | |
| 852 |
|
852 | |||
| 853 | def getDatatime(self): |
|
853 | def getDatatime(self): | |
| 854 |
|
854 | |||
| 855 | datatime = datetime.datetime.utcfromtimestamp(self.ltctime) |
|
855 | datatime = datetime.datetime.utcfromtimestamp(self.ltctime) | |
| 856 | return datatime |
|
856 | return datatime | |
| 857 |
|
857 | |||
| 858 | def getTimeRange(self): |
|
858 | def getTimeRange(self): | |
| 859 |
|
859 | |||
| 860 | datatime = [] |
|
860 | datatime = [] | |
| 861 |
|
861 | |||
| 862 | datatime.append(self.ltctime) |
|
862 | datatime.append(self.ltctime) | |
| 863 | datatime.append(self.ltctime + self.timeInterval) |
|
863 | datatime.append(self.ltctime + self.timeInterval) | |
| 864 |
|
864 | |||
| 865 | datatime = numpy.array(datatime) |
|
865 | datatime = numpy.array(datatime) | |
| 866 |
|
866 | |||
| 867 | return datatime |
|
867 | return datatime | |
| 868 |
|
868 | |||
| 869 | def getHeiRange(self): |
|
869 | def getHeiRange(self): | |
| 870 |
|
870 | |||
| 871 | heis = self.heightList |
|
871 | heis = self.heightList | |
| 872 |
|
872 | |||
| 873 | return heis |
|
873 | return heis | |
| 874 |
|
874 | |||
| 875 | def getNHeights(self): |
|
875 | def getNHeights(self): | |
| 876 |
|
876 | |||
| 877 | return len(self.heightList) |
|
877 | return len(self.heightList) | |
| 878 |
|
878 | |||
| 879 | def getNChannels(self): |
|
879 | def getNChannels(self): | |
| 880 |
|
880 | |||
| 881 | return len(self.channelList) |
|
881 | return len(self.channelList) | |
| 882 |
|
882 | |||
| 883 | def getChannelIndexList(self): |
|
883 | def getChannelIndexList(self): | |
| 884 |
|
884 | |||
| 885 | return range(self.nChannels) |
|
885 | return range(self.nChannels) | |
| 886 |
|
886 | |||
| 887 | def getNoise(self, type = 1): |
|
887 | def getNoise(self, type = 1): | |
| 888 |
|
888 | |||
| 889 | #noise = numpy.zeros(self.nChannels) |
|
889 | #noise = numpy.zeros(self.nChannels) | |
| 890 |
|
890 | |||
| 891 | if type == 1: |
|
891 | if type == 1: | |
| 892 | noise = self.getNoisebyHildebrand() |
|
892 | noise = self.getNoisebyHildebrand() | |
| 893 |
|
893 | |||
| 894 | if type == 2: |
|
894 | if type == 2: | |
| 895 | noise = self.getNoisebySort() |
|
895 | noise = self.getNoisebySort() | |
| 896 |
|
896 | |||
| 897 | if type == 3: |
|
897 | if type == 3: | |
| 898 | noise = self.getNoisebyWindow() |
|
898 | noise = self.getNoisebyWindow() | |
| 899 |
|
899 | |||
| 900 | return noise |
|
900 | return noise | |
| 901 |
|
901 | |||
| 902 | def getTimeInterval(self): |
|
902 | def getTimeInterval(self): | |
| 903 |
|
903 | |||
| 904 | timeInterval = self.ippSeconds * self.nCohInt * self.nIncohInt |
|
904 | timeInterval = self.ippSeconds * self.nCohInt * self.nIncohInt | |
| 905 |
|
905 | |||
| 906 | return timeInterval |
|
906 | return timeInterval | |
| 907 |
|
907 | |||
| 908 | datatime = property(getDatatime, "I'm the 'datatime' property") |
|
908 | datatime = property(getDatatime, "I'm the 'datatime' property") | |
| 909 | nHeights = property(getNHeights, "I'm the 'nHeights' property.") |
|
909 | nHeights = property(getNHeights, "I'm the 'nHeights' property.") | |
| 910 | nChannels = property(getNChannels, "I'm the 'nChannel' property.") |
|
910 | nChannels = property(getNChannels, "I'm the 'nChannel' property.") | |
| 911 | channelIndexList = property(getChannelIndexList, "I'm the 'channelIndexList' property.") |
|
911 | channelIndexList = property(getChannelIndexList, "I'm the 'channelIndexList' property.") | |
| 912 | noise = property(getNoise, "I'm the 'nHeights' property.") |
|
912 | noise = property(getNoise, "I'm the 'nHeights' property.") | |
| 913 |
|
913 | |||
| 914 | ltctime = property(getltctime, "I'm the 'ltctime' property") |
|
914 | ltctime = property(getltctime, "I'm the 'ltctime' property") | |
| 915 | timeInterval = property(getTimeInterval, "I'm the 'timeInterval' property") |
|
915 | timeInterval = property(getTimeInterval, "I'm the 'timeInterval' property") | |
| 916 |
|
916 | |||
| 917 | class Correlation(JROData): |
|
917 | class Correlation(JROData): | |
| 918 |
|
918 | |||
| 919 | noise = None |
|
919 | noise = None | |
| 920 |
|
920 | |||
| 921 | SNR = None |
|
921 | SNR = None | |
| 922 |
|
922 | |||
| 923 | pairsAutoCorr = None #Pairs of Autocorrelation |
|
923 | pairsAutoCorr = None #Pairs of Autocorrelation | |
| 924 |
|
924 | |||
| 925 | #-------------------------------------------------- |
|
925 | #-------------------------------------------------- | |
| 926 |
|
926 | |||
| 927 | data_corr = None |
|
927 | data_corr = None | |
| 928 |
|
928 | |||
| 929 | data_volt = None |
|
929 | data_volt = None | |
| 930 |
|
930 | |||
| 931 | lagT = None # each element value is a profileIndex |
|
931 | lagT = None # each element value is a profileIndex | |
| 932 |
|
932 | |||
| 933 | lagR = None # each element value is in km |
|
933 | lagR = None # each element value is in km | |
| 934 |
|
934 | |||
| 935 | pairsList = None |
|
935 | pairsList = None | |
| 936 |
|
936 | |||
| 937 | calculateVelocity = None |
|
937 | calculateVelocity = None | |
| 938 |
|
938 | |||
| 939 | nPoints = None |
|
939 | nPoints = None | |
| 940 |
|
940 | |||
| 941 | nAvg = None |
|
941 | nAvg = None | |
| 942 |
|
942 | |||
| 943 | bufferSize = None |
|
943 | bufferSize = None | |
| 944 |
|
944 | |||
| 945 | def __init__(self): |
|
945 | def __init__(self): | |
| 946 | ''' |
|
946 | ''' | |
| 947 | Constructor |
|
947 | Constructor | |
| 948 | ''' |
|
948 | ''' | |
| 949 | self.radarControllerHeaderObj = RadarControllerHeader() |
|
949 | self.radarControllerHeaderObj = RadarControllerHeader() | |
| 950 |
|
950 | |||
| 951 | self.systemHeaderObj = SystemHeader() |
|
951 | self.systemHeaderObj = SystemHeader() | |
| 952 |
|
952 | |||
| 953 | self.type = "Correlation" |
|
953 | self.type = "Correlation" | |
| 954 |
|
954 | |||
| 955 | self.data = None |
|
955 | self.data = None | |
| 956 |
|
956 | |||
| 957 | self.dtype = None |
|
957 | self.dtype = None | |
| 958 |
|
958 | |||
| 959 | self.nProfiles = None |
|
959 | self.nProfiles = None | |
| 960 |
|
960 | |||
| 961 | self.heightList = None |
|
961 | self.heightList = None | |
| 962 |
|
962 | |||
| 963 | self.channelList = None |
|
963 | self.channelList = None | |
| 964 |
|
964 | |||
| 965 | self.flagNoData = True |
|
965 | self.flagNoData = True | |
| 966 |
|
966 | |||
| 967 | self.flagDiscontinuousBlock = False |
|
967 | self.flagDiscontinuousBlock = False | |
| 968 |
|
968 | |||
| 969 | self.utctime = None |
|
969 | self.utctime = None | |
| 970 |
|
970 | |||
| 971 | self.timeZone = None |
|
971 | self.timeZone = None | |
| 972 |
|
972 | |||
| 973 | self.dstFlag = None |
|
973 | self.dstFlag = None | |
| 974 |
|
974 | |||
| 975 | self.errorCount = None |
|
975 | self.errorCount = None | |
| 976 |
|
976 | |||
| 977 | self.blocksize = None |
|
977 | self.blocksize = None | |
| 978 |
|
978 | |||
| 979 | self.flagDecodeData = False #asumo q la data no esta decodificada |
|
979 | self.flagDecodeData = False #asumo q la data no esta decodificada | |
| 980 |
|
980 | |||
| 981 | self.flagDeflipData = False #asumo q la data no esta sin flip |
|
981 | self.flagDeflipData = False #asumo q la data no esta sin flip | |
| 982 |
|
982 | |||
| 983 | self.pairsList = None |
|
983 | self.pairsList = None | |
| 984 |
|
984 | |||
| 985 | self.nPoints = None |
|
985 | self.nPoints = None | |
| 986 |
|
986 | |||
| 987 | def getLagTRange(self, extrapoints=0): |
|
987 | def getLagTRange(self, extrapoints=0): | |
| 988 |
|
988 | |||
| 989 | lagTRange = self.lagT |
|
989 | lagTRange = self.lagT | |
| 990 | diff = lagTRange[1] - lagTRange[0] |
|
990 | diff = lagTRange[1] - lagTRange[0] | |
| 991 | extra = numpy.arange(1,extrapoints + 1)*diff + lagTRange[-1] |
|
991 | extra = numpy.arange(1,extrapoints + 1)*diff + lagTRange[-1] | |
| 992 | lagTRange = numpy.hstack((lagTRange, extra)) |
|
992 | lagTRange = numpy.hstack((lagTRange, extra)) | |
| 993 |
|
993 | |||
| 994 | return lagTRange |
|
994 | return lagTRange | |
| 995 |
|
995 | |||
| 996 | def getLagRRange(self, extrapoints=0): |
|
996 | def getLagRRange(self, extrapoints=0): | |
| 997 |
|
997 | |||
| 998 | return self.lagR |
|
998 | return self.lagR | |
| 999 |
|
999 | |||
| 1000 | def getPairsList(self): |
|
1000 | def getPairsList(self): | |
| 1001 |
|
1001 | |||
| 1002 | return self.pairsList |
|
1002 | return self.pairsList | |
| 1003 |
|
1003 | |||
| 1004 | def getCalculateVelocity(self): |
|
1004 | def getCalculateVelocity(self): | |
| 1005 |
|
1005 | |||
| 1006 | return self.calculateVelocity |
|
1006 | return self.calculateVelocity | |
| 1007 |
|
1007 | |||
| 1008 | def getNPoints(self): |
|
1008 | def getNPoints(self): | |
| 1009 |
|
1009 | |||
| 1010 | return self.nPoints |
|
1010 | return self.nPoints | |
| 1011 |
|
1011 | |||
| 1012 | def getNAvg(self): |
|
1012 | def getNAvg(self): | |
| 1013 |
|
1013 | |||
| 1014 | return self.nAvg |
|
1014 | return self.nAvg | |
| 1015 |
|
1015 | |||
| 1016 | def getBufferSize(self): |
|
1016 | def getBufferSize(self): | |
| 1017 |
|
1017 | |||
| 1018 | return self.bufferSize |
|
1018 | return self.bufferSize | |
| 1019 |
|
1019 | |||
| 1020 | def getPairsAutoCorr(self): |
|
1020 | def getPairsAutoCorr(self): | |
| 1021 | pairsList = self.pairsList |
|
1021 | pairsList = self.pairsList | |
| 1022 | pairsAutoCorr = numpy.zeros(self.nChannels, dtype = 'int')*numpy.nan |
|
1022 | pairsAutoCorr = numpy.zeros(self.nChannels, dtype = 'int')*numpy.nan | |
| 1023 |
|
1023 | |||
| 1024 | for l in range(len(pairsList)): |
|
1024 | for l in range(len(pairsList)): | |
| 1025 | firstChannel = pairsList[l][0] |
|
1025 | firstChannel = pairsList[l][0] | |
| 1026 | secondChannel = pairsList[l][1] |
|
1026 | secondChannel = pairsList[l][1] | |
| 1027 |
|
1027 | |||
| 1028 | #Obteniendo pares de Autocorrelacion |
|
1028 | #Obteniendo pares de Autocorrelacion | |
| 1029 | if firstChannel == secondChannel: |
|
1029 | if firstChannel == secondChannel: | |
| 1030 | pairsAutoCorr[firstChannel] = int(l) |
|
1030 | pairsAutoCorr[firstChannel] = int(l) | |
| 1031 |
|
1031 | |||
| 1032 | pairsAutoCorr = pairsAutoCorr.astype(int) |
|
1032 | pairsAutoCorr = pairsAutoCorr.astype(int) | |
| 1033 |
|
1033 | |||
| 1034 | return pairsAutoCorr |
|
1034 | return pairsAutoCorr | |
| 1035 |
|
1035 | |||
| 1036 | def getNoise(self, mode = 2): |
|
1036 | def getNoise(self, mode = 2): | |
| 1037 |
|
1037 | |||
| 1038 | indR = numpy.where(self.lagR == 0)[0][0] |
|
1038 | indR = numpy.where(self.lagR == 0)[0][0] | |
| 1039 | indT = numpy.where(self.lagT == 0)[0][0] |
|
1039 | indT = numpy.where(self.lagT == 0)[0][0] | |
| 1040 |
|
1040 | |||
| 1041 | jspectra0 = self.data_corr[:,:,indR,:] |
|
1041 | jspectra0 = self.data_corr[:,:,indR,:] | |
| 1042 | jspectra = copy.copy(jspectra0) |
|
1042 | jspectra = copy.copy(jspectra0) | |
| 1043 |
|
1043 | |||
| 1044 | num_chan = jspectra.shape[0] |
|
1044 | num_chan = jspectra.shape[0] | |
| 1045 | num_hei = jspectra.shape[2] |
|
1045 | num_hei = jspectra.shape[2] | |
| 1046 |
|
1046 | |||
| 1047 | freq_dc = jspectra.shape[1]/2 |
|
1047 | freq_dc = jspectra.shape[1]/2 | |
| 1048 | ind_vel = numpy.array([-2,-1,1,2]) + freq_dc |
|
1048 | ind_vel = numpy.array([-2,-1,1,2]) + freq_dc | |
| 1049 |
|
1049 | |||
| 1050 | if ind_vel[0]<0: |
|
1050 | if ind_vel[0]<0: | |
| 1051 | ind_vel[range(0,1)] = ind_vel[range(0,1)] + self.num_prof |
|
1051 | ind_vel[range(0,1)] = ind_vel[range(0,1)] + self.num_prof | |
| 1052 |
|
1052 | |||
| 1053 | if mode == 1: |
|
1053 | if mode == 1: | |
| 1054 | jspectra[:,freq_dc,:] = (jspectra[:,ind_vel[1],:] + jspectra[:,ind_vel[2],:])/2 #CORRECCION |
|
1054 | jspectra[:,freq_dc,:] = (jspectra[:,ind_vel[1],:] + jspectra[:,ind_vel[2],:])/2 #CORRECCION | |
| 1055 |
|
1055 | |||
| 1056 | if mode == 2: |
|
1056 | if mode == 2: | |
| 1057 |
|
1057 | |||
| 1058 | vel = numpy.array([-2,-1,1,2]) |
|
1058 | vel = numpy.array([-2,-1,1,2]) | |
| 1059 | xx = numpy.zeros([4,4]) |
|
1059 | xx = numpy.zeros([4,4]) | |
| 1060 |
|
1060 | |||
| 1061 | for fil in range(4): |
|
1061 | for fil in range(4): | |
| 1062 | xx[fil,:] = vel[fil]**numpy.asarray(range(4)) |
|
1062 | xx[fil,:] = vel[fil]**numpy.asarray(range(4)) | |
| 1063 |
|
1063 | |||
| 1064 | xx_inv = numpy.linalg.inv(xx) |
|
1064 | xx_inv = numpy.linalg.inv(xx) | |
| 1065 | xx_aux = xx_inv[0,:] |
|
1065 | xx_aux = xx_inv[0,:] | |
| 1066 |
|
1066 | |||
| 1067 | for ich in range(num_chan): |
|
1067 | for ich in range(num_chan): | |
| 1068 | yy = jspectra[ich,ind_vel,:] |
|
1068 | yy = jspectra[ich,ind_vel,:] | |
| 1069 | jspectra[ich,freq_dc,:] = numpy.dot(xx_aux,yy) |
|
1069 | jspectra[ich,freq_dc,:] = numpy.dot(xx_aux,yy) | |
| 1070 |
|
1070 | |||
| 1071 | junkid = jspectra[ich,freq_dc,:]<=0 |
|
1071 | junkid = jspectra[ich,freq_dc,:]<=0 | |
| 1072 | cjunkid = sum(junkid) |
|
1072 | cjunkid = sum(junkid) | |
| 1073 |
|
1073 | |||
| 1074 | if cjunkid.any(): |
|
1074 | if cjunkid.any(): | |
| 1075 | jspectra[ich,freq_dc,junkid.nonzero()] = (jspectra[ich,ind_vel[1],junkid] + jspectra[ich,ind_vel[2],junkid])/2 |
|
1075 | jspectra[ich,freq_dc,junkid.nonzero()] = (jspectra[ich,ind_vel[1],junkid] + jspectra[ich,ind_vel[2],junkid])/2 | |
| 1076 |
|
1076 | |||
| 1077 | noise = jspectra0[:,freq_dc,:] - jspectra[:,freq_dc,:] |
|
1077 | noise = jspectra0[:,freq_dc,:] - jspectra[:,freq_dc,:] | |
| 1078 |
|
1078 | |||
| 1079 | return noise |
|
1079 | return noise | |
| 1080 |
|
1080 | |||
| 1081 | def getTimeInterval(self): |
|
1081 | def getTimeInterval(self): | |
| 1082 |
|
1082 | |||
| 1083 | timeInterval = self.ippSeconds * self.nCohInt * self.nPoints |
|
1083 | timeInterval = self.ippSeconds * self.nCohInt * self.nPoints | |
| 1084 |
|
1084 | |||
| 1085 | return timeInterval |
|
1085 | return timeInterval | |
| 1086 |
|
1086 | |||
| 1087 | timeInterval = property(getTimeInterval, "I'm the 'timeInterval' property") |
|
1087 | timeInterval = property(getTimeInterval, "I'm the 'timeInterval' property") | |
| 1088 | # pairsList = property(getPairsList, "I'm the 'pairsList' property.") |
|
1088 | # pairsList = property(getPairsList, "I'm the 'pairsList' property.") | |
| 1089 | # nPoints = property(getNPoints, "I'm the 'nPoints' property.") |
|
1089 | # nPoints = property(getNPoints, "I'm the 'nPoints' property.") | |
| 1090 | calculateVelocity = property(getCalculateVelocity, "I'm the 'calculateVelocity' property.") |
|
1090 | calculateVelocity = property(getCalculateVelocity, "I'm the 'calculateVelocity' property.") | |
| 1091 | nAvg = property(getNAvg, "I'm the 'nAvg' property.") |
|
1091 | nAvg = property(getNAvg, "I'm the 'nAvg' property.") | |
| 1092 | bufferSize = property(getBufferSize, "I'm the 'bufferSize' property.") |
|
1092 | bufferSize = property(getBufferSize, "I'm the 'bufferSize' property.") | |
| 1093 |
|
1093 | |||
| 1094 |
|
1094 | |||
| 1095 | class Parameters(JROData): |
|
1095 | class Parameters(JROData): | |
| 1096 |
|
1096 | |||
| 1097 | #Information from previous data |
|
1097 | #Information from previous data | |
| 1098 |
|
1098 | |||
| 1099 | inputUnit = None #Type of data to be processed |
|
1099 | inputUnit = None #Type of data to be processed | |
| 1100 |
|
1100 | |||
| 1101 | operation = None #Type of operation to parametrize |
|
1101 | operation = None #Type of operation to parametrize | |
| 1102 |
|
1102 | |||
| 1103 | normFactor = None #Normalization Factor |
|
1103 | normFactor = None #Normalization Factor | |
| 1104 |
|
1104 | |||
| 1105 | groupList = None #List of Pairs, Groups, etc |
|
1105 | groupList = None #List of Pairs, Groups, etc | |
| 1106 |
|
1106 | |||
| 1107 | #Parameters |
|
1107 | #Parameters | |
| 1108 |
|
1108 | |||
| 1109 | data_param = None #Parameters obtained |
|
1109 | data_param = None #Parameters obtained | |
| 1110 |
|
1110 | |||
| 1111 | data_pre = None #Data Pre Parametrization |
|
1111 | data_pre = None #Data Pre Parametrization | |
| 1112 |
|
1112 | |||
| 1113 | data_SNR = None #Signal to Noise Ratio |
|
1113 | data_SNR = None #Signal to Noise Ratio | |
| 1114 |
|
1114 | |||
| 1115 | # heightRange = None #Heights |
|
1115 | # heightRange = None #Heights | |
| 1116 |
|
1116 | |||
| 1117 | abscissaList = None #Abscissa, can be velocities, lags or time |
|
1117 | abscissaList = None #Abscissa, can be velocities, lags or time | |
| 1118 |
|
1118 | |||
| 1119 | noise = None #Noise Potency |
|
1119 | noise = None #Noise Potency | |
| 1120 |
|
1120 | |||
| 1121 | utctimeInit = None #Initial UTC time |
|
1121 | utctimeInit = None #Initial UTC time | |
| 1122 |
|
1122 | |||
| 1123 | paramInterval = None #Time interval to calculate Parameters in seconds |
|
1123 | paramInterval = None #Time interval to calculate Parameters in seconds | |
| 1124 |
|
1124 | |||
|
|
1125 | useLocalTime = True | |||
|
|
1126 | ||||
| 1125 | #Fitting |
|
1127 | #Fitting | |
| 1126 |
|
1128 | |||
| 1127 | data_error = None #Error of the estimation |
|
1129 | data_error = None #Error of the estimation | |
| 1128 |
|
1130 | |||
| 1129 | constants = None |
|
1131 | constants = None | |
| 1130 |
|
1132 | |||
| 1131 | library = None |
|
1133 | library = None | |
| 1132 |
|
1134 | |||
| 1133 | #Output signal |
|
1135 | #Output signal | |
| 1134 |
|
1136 | |||
| 1135 | outputInterval = None #Time interval to calculate output signal in seconds |
|
1137 | outputInterval = None #Time interval to calculate output signal in seconds | |
| 1136 |
|
1138 | |||
| 1137 | data_output = None #Out signal |
|
1139 | data_output = None #Out signal | |
| 1138 |
|
1140 | |||
| 1139 |
|
1141 | |||
| 1140 |
|
1142 | |||
| 1141 | def __init__(self): |
|
1143 | def __init__(self): | |
| 1142 | ''' |
|
1144 | ''' | |
| 1143 | Constructor |
|
1145 | Constructor | |
| 1144 | ''' |
|
1146 | ''' | |
| 1145 | self.radarControllerHeaderObj = RadarControllerHeader() |
|
1147 | self.radarControllerHeaderObj = RadarControllerHeader() | |
| 1146 |
|
1148 | |||
| 1147 | self.systemHeaderObj = SystemHeader() |
|
1149 | self.systemHeaderObj = SystemHeader() | |
| 1148 |
|
1150 | |||
| 1149 | self.type = "Parameters" |
|
1151 | self.type = "Parameters" | |
| 1150 |
|
1152 | |||
| 1151 | def getTimeRange1(self): |
|
1153 | def getTimeRange1(self): | |
| 1152 |
|
1154 | |||
| 1153 | datatime = [] |
|
1155 | datatime = [] | |
| 1154 |
|
1156 | |||
| 1155 | if self.useLocalTime: |
|
1157 | if self.useLocalTime: | |
| 1156 | time1 = self.utctimeInit - self.timeZone*60 |
|
1158 | time1 = self.utctimeInit - self.timeZone*60 | |
| 1157 | else: |
|
1159 | else: | |
| 1158 | time1 = utctimeInit |
|
1160 | time1 = self.utctimeInit | |
| 1159 |
|
1161 | |||
| 1160 | # datatime.append(self.utctimeInit) |
|
1162 | # datatime.append(self.utctimeInit) | |
| 1161 | # datatime.append(self.utctimeInit + self.outputInterval) |
|
1163 | # datatime.append(self.utctimeInit + self.outputInterval) | |
| 1162 | datatime.append(time1) |
|
1164 | datatime.append(time1) | |
| 1163 | datatime.append(time1 + self.outputInterval) |
|
1165 | datatime.append(time1 + self.outputInterval) | |
| 1164 |
|
1166 | |||
| 1165 | datatime = numpy.array(datatime) |
|
1167 | datatime = numpy.array(datatime) | |
| 1166 |
|
1168 | |||
| 1167 | return datatime |
|
1169 | return datatime | |
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