VoltageProcessor.py
246 lines
| 7.0 KiB
| text/x-python
|
PythonLexer
Miguel Valdez
|
r10 | ''' | |
| Created on Feb 7, 2012 | |||
Daniel Valdez
|
r16 | @author $Author$ | |
| @version $Id$ | |||
|
Miguel Valdez
|
r10 | ''' | |
|
Daniel Valdez
|
r72 | import os, sys | |
| import numpy | |||
| path = os.path.split(os.getcwd())[0] | |||
| sys.path.append(path) | |||
| from Model.Voltage import Voltage | |||
| from IO.VoltageIO import VoltageWriter | |||
| from Graphics.VoltagePlot import Osciloscope | |||
|
Miguel Valdez
|
r10 | class VoltageProcessor: | |
| ''' | |||
| classdocs | |||
| ''' | |||
|
Daniel Valdez
|
r72 | def __init__(self, voltageInObj, voltageOutObj=None): | |
|
Miguel Valdez
|
r10 | ''' | |
| Constructor | |||
| ''' | |||
|
Daniel Valdez
|
r72 | ||
| self.voltageInObj = voltageInObj | |||
| if voltageOutObj == None: | |||
| self.voltageOutObj = Voltage() | |||
| else: | |||
| self.voltageOutObj = voltageOutObj | |||
| self.integratorIndex = None | |||
| self.decoderIndex = None | |||
| self.writerIndex = None | |||
| self.plotterIndex = None | |||
| self.integratorList = [] | |||
| self.decoderList = [] | |||
| self.writerList = [] | |||
| self.plotterList = [] | |||
| def init(self): | |||
| self.integratorIndex = 0 | |||
| self.decoderIndex = 0 | |||
| self.writerIndex = 0 | |||
| self.plotterIndex = 0 | |||
| self.voltageOutObj.copy(self.voltageInObj) | |||
| def addWriter(self,wrpath): | |||
| objWriter = VoltageWriter(self.voltageOutObj) | |||
| objWriter.setup(wrpath) | |||
| self.writerList.append(objWriter) | |||
| def addPlotter(self): | |||
| plotObj = Osciloscope(self.voltageOutObj,self.plotterIndex) | |||
| self.plotterList.append(plotObj) | |||
| def addIntegrator(self,N): | |||
| objCohInt = CoherentIntegrator(N) | |||
| self.integratorList.append(objCohInt) | |||
| def addDecoder(self,code,ncode,nbaud): | |||
| objDecoder = Decoder(code,ncode,nbaud) | |||
| self.decoderList.append(objDecoder) | |||
| def writeData(self,wrpath): | |||
| if self.voltageOutObj.flagNoData: | |||
| return 0 | |||
| if len(self.writerList) <= self.writerIndex: | |||
| self.addWriter(wrpath) | |||
| self.writerList[self.writerIndex].putData() | |||
| # myWrObj = self.writerList[self.writerIndex] | |||
| # myWrObj.putData() | |||
| self.writerIndex += 1 | |||
| def plotData(self,idProfile, type, xmin=None, xmax=None, ymin=None, ymax=None, winTitle=''): | |||
| if self.voltageOutObj.flagNoData: | |||
| return 0 | |||
| if len(self.plotterList) <= self.plotterIndex: | |||
| self.addPlotter() | |||
| self.plotterList[self.plotterIndex].plotData(type=type, xmin=xmin, xmax=xmax, ymin=ymin, ymax=ymax,winTitle=winTitle) | |||
| self.plotterIndex += 1 | |||
| def integrator(self, N): | |||
| if self.voltageOutObj.flagNoData: | |||
| return 0 | |||
| if len(self.integratorList) <= self.integratorIndex: | |||
| self.addIntegrator(N) | |||
| myCohIntObj = self.integratorList[self.integratorIndex] | |||
| myCohIntObj.exe(self.voltageOutObj.data) | |||
| if myCohIntObj.flag: | |||
| self.voltageOutObj.data = myCohIntObj.data | |||
| self.voltageOutObj.m_ProcessingHeader.coherentInt *= N | |||
| self.voltageOutObj.flagNoData = False | |||
| else: | |||
| self.voltageOutObj.flagNoData = True | |||
| self.integratorIndex += 1 | |||
| def decoder(self,code=None,type = 0): | |||
| if self.voltageOutObj.flagNoData: | |||
| return 0 | |||
| if code == None: | |||
| code = self.voltageOutObj.m_RadarControllerHeader.code | |||
| ncode, nbaud = code.shape | |||
| if len(self.decoderList) <= self.decoderIndex: | |||
| self.addDecoder(code,ncode,nbaud) | |||
| myDecodObj = self.decoderList[self.decoderIndex] | |||
| myDecodObj.exe(data=self.voltageOutObj.data,type=type) | |||
| if myDecodObj.flag: | |||
| self.voltageOutObj.data = myDecodObj.data | |||
| self.voltageOutObj.flagNoData = False | |||
| else: | |||
| self.voltageOutObj.flagNoData = True | |||
| self.decoderIndex += 1 | |||
| def removeDC(self): | |||
| pass | |||
| def removeSignalInt(self): | |||
| pass | |||
| def selChannel(self): | |||
| pass | |||
| def selRange(self): | |||
| pass | |||
| def selProfiles(self): | |||
| pass | |||
| class Decoder: | |||
| def __init__(self,code, ncode, nbaud): | |||
| self.buffer = None | |||
| self.profCounter = 1 | |||
| self.nCode = ncode | |||
| self.nBaud = nbaud | |||
| self.codeIndex = 0 | |||
| self.code = code #this is a List | |||
| self.fft_code = None | |||
| self.flag = False | |||
| self.setCodeFft = False | |||
| def exe(self, data, ndata=None, type = 0): | |||
| if ndata == None: ndata = data.shape[0] | |||
| if type == 0: | |||
| self.convolutionInFreq(data,ndata) | |||
| if type == 1: | |||
| self.convolutionInTime(data, ndata) | |||
| def convolutionInFreq(self,data,ndata): | |||
| newcode = numpy.zeros(ndata) | |||
| newcode[0:self.nBaud] = self.code[self.codeIndex] | |||
| self.codeIndex += 1 | |||
| fft_data = numpy.fft.fft(data, axis=0) | |||
| fft_code = numpy.conj(numpy.fft.fft(newcode)) | |||
| fft_code = fft_code.reshape(len(fft_code),1) | |||
| conv = fft_data.copy() | |||
| conv.fill(0) | |||
| conv = fft_data*fft_code # This other way to calculate multiplication between bidimensional arrays | |||
| # for i in range(ndata): | |||
| # conv[i,:] = fft_data[i,:]*fft_code[i] | |||
| self.data = numpy.fft.ifft(conv,axis=0) | |||
| self.flag = True | |||
| if self.profCounter == self.nCode: | |||
| self.profCounter = 0 | |||
| self.codeIndex = 0 | |||
| self.profCounter += 1 | |||
| def convolutionInTime(self, data, ndata): | |||
| nchannel = data.shape[1] | |||
| newcode = self.code[self.codeIndex] | |||
| self.codeIndex += 1 | |||
| conv = data.copy() | |||
| for i in range(nchannel): | |||
| conv[:,i] = numpy.correlate(data[:,i], newcode, 'same') | |||
| self.data = conv | |||
| self.flag = True | |||
| if self.profCounter == self.nCode: | |||
| self.profCounter = 0 | |||
| self.codeIndex = 0 | |||
| self.profCounter += 1 | |||
| class CoherentIntegrator: | |||
| def __init__(self, N): | |||
| self.profCounter = 1 | |||
| self.data = None | |||
| self.buffer = None | |||
| self.flag = False | |||
| self.nCohInt = N | |||
| def exe(self,data): | |||
| if self.buffer == None: | |||
| self.buffer = data | |||
| else: | |||
| self.buffer = self.buffer + data | |||
| if self.profCounter == self.nCohInt: | |||
| self.data = self.buffer | |||
| self.buffer = None | |||
| self.profCounter = 0 | |||
| self.flag = True | |||
| else: | |||
| self.flag = False | |||
| self.profCounter += 1 | |||