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Python GNSS processing package

Project description

GnssToolbox - Python package for GNSS learning

Installation

This package requires Python 3

Required packages :

Installation is accomplished from the command line.

  • From pypi
user@desktop$pip3 install pygnsstoolbox
  • From package source directory
user@desktop$~/gnsstoolbox$ python3 setup.py install

For usage see gnsstoolbox cheatsheet and beamer slides shipped with the package.

Import modules

""" Ephemerides management """
import gnsstoolbox.orbits as orb

""" GNSS data (rinex "o" files) """ 
import gnsstoolbox.rinex_o as rx

""" Processing tools (rotations, coordinate conversions...) """
import gnsstoolbox.gnsstools as tools

""" Code processing """
import gnsstoolbox.gnss_process as proc

""" Constantes utiles """
import gnsstoolbox.gnss_const as const

""" Corrections (troposphere, antennas...) """
import gnsstoolbox.gnss_corr as corr

gnss_const

Constant Description Unit
c celerity 299792458.0 m/s
f1 frequency L1 gps 1.57542 GHz
f2 frequency L2 gps 1.22760 GHz
f5 frequency L5 gps 1.17645 GHz

orbits

Structure

Orbit class contains all orbits informations :

Attribute Definition
leap_seconds
ion_alpha_gps
ion_beta_gps
ion_gal
delta_utc
NAV_dataG list of GPS navigation message  
NAV_dataE list of Galileo navigation message
NAV_dataR list of Glonass navigation message
G list of Sp3Pos objects with GPS precise orbits
E list of Sp3Pos objects with Galileo precise orbits
R list of Sp3Pos objects with Glonass precise orbits

GPS/Galileo nav element (nav_element)

Attribute Definition Unit
tgps date/time of ephemeris gpsdatetime
mjd date/time of ephemeris
gps_wk GPS week I4
TOE Time of ephemeris second of week
TOC TIme of clock
const Constellation G or E
PRN Pseudo-random noise #
e Orbit excentricity
sqrt_a Square-root of semi-major axis
M0 Mean anomaly at at reference time
delta_n Mean motiondifference from computed value
i0 Inclination à TOE
IDOT Rate of change of inclination
crc Amplitude of the cosine harmonic correction term to the orbit radius
crs Amplitude of the sine harmonic correction term to the orbit radius
cuc Amplitude of cosine harmonic correction term to the argument of latitude
cus Amplitude of sine harmonic correction term to the argument of latitude
cic Amplitude of the cosine harmonic correction term to the angle of inclination
cis Amplitude of the sine harmonic correction term to the angle of inclination
omega Argument of perigee
OMEGA0 Longitude of ascending node of orbit plane at weekly epoch
OMEGA_DOT Rate of Right Ascension
L2_P
sv_acc
sv_health Space vehicle health
TGD Time group delay
alpha0 Clock bias s
alpha1 Clock drift coefficient s**-1
alpha2 Clock drift rate coefficient s**-2
IODC Issue of data, clock
IODE Issue of data, ephemeris

Glonass nav element (nav_element)

Attribute Definition Unit
tgps date/time of ephemeris gpsdatetime
mjd date/time of ephemeris
gps_wk GPS week I4
const Constellation R
PRN Pseudo-random noise #
SV_clock_offset
SV_relat_freq_offset
Message_frame_time
X
X_dot
MS_X_acc
Y
Y_dot
MS_Y_acc
Z
Z_dot
MS_Z_acc
freq_num
sv_health
age_op_inf

Sp3 precise orbit (Sp3Pos class)

Attribute Definition Unit
mjd date/time of ephemeris modified julian date
X X coordinate ECEF m
Y Y coordinate ECEF m
Z Z coordinate ECEF m
dte Satellite clock bias µs

Data loading

  • Broadcast ephemerides loading (*.yyn ou *.yyg)
Orb = orbits.orbit()
Orb.loadRinexN('brdm1500.13p')  
  • Precise ephemerides loading (*.sp3)
Orb = orbits.orbit()
Orb.loadSp3(['igs17424.sp3','igl17424.sp3','grm17424.sp3'])

or

Orb.loadSp3('igs17424.sp3') 

Data access

  • Get broadcast ephemerides for a satellite at an instant mjd
Eph = Orb.getEphemeris(constellation,PRN,mjd)
try:
	print("TOC : ",Eph.tgps.st_iso_epoch())
except:
	print("Unable to find satellite")	
  • Get all precise ephemerides for a satellite
(orb,nl) = Orb.getSp3('G',5) 

# Satellite GPS, PRN 5
# 'G' : GPS, 'E' : Galileo, 'R' : Glonass

X = orb[:,1] # X coordinates at all sp3 epochs
Y = orb[:,2]
Z = orb[:,3]

Satellite coordinates processing

Process of ECEF coordinates and clock error (dte) for a satellite given by its constellation ('G','E','R'), its PRN, an instant mjd and et possibly a degree for Lagrange processing (precise orbits).

X, Y, Z, dte = Orb.calcSatCoord(const,PRN,mjd,degree)

A debug class object is implemented during coordinate processing. It contains all intermediaries results.

In order to get its attributes :

print(Orb.debug.__dict__)

Rinex_o

Structure

class rinex_o

Attribute Definition
type rinex type, always "o"
headers list of header objects

class header

Attribute Definition
VERSION
TYPE
PGM
RUN_BY
OBSERVER
AGENCY
MARKER_NAME marker name
MARKER_NUMBER marker number
REC_N receiver number
REC_TYPE receiver type
REC_VERS receiver version
ANT_N antenna number
ANT_TYPE antenna type
X X approximate coordinate (m)
Y Y approximate coordinate (m)
Z Z approximate coordinate (m)
dH up offset
dE east offset
dN north offset
WAVELENGTH_FACTOR
TYPE_OF_OBS dictionary
TIME_OF_FIRST_OBS time of first observation (gpsdatetime)
TIME_OF_LAST_OBS time of last observation (gpsdatetime)
EPOCH_FLAG
epochs list of epoch objects

class epoch

Attribute Definition
tgps epoch date/time (gpsdatetime)
satellites list of sat objects

class sat

Attribute Definition
type
const constellation, in [G;R;E]
PRN Pseudo Random Noise
obs dictionnary of observables

Data loading

Loading observation Rinex file (*.yyo)

Rnx = rx.rinex_o()
Rnx.loadRinexO('smne1500.13o') 

Data access

  • Get epoch object for a given MJD :
t=gpst.gpsdatetime()
t.rinex_t('13  5 30  1  0 30.0000000')
Ep = Rnx.getEpochByMjd(t.mjd)
  • Get header object for a given MJD :
Hd = Rnx.getHeaderByMjd(t.mjd)
  • Get attribute from any header
X0 = Hd.X
  • Print all header or epoch informations
print(Hd)
print(Ep)
  • Get any observable from an epoch :
C1 = Ep.getObs("C1","G", 31)

or

S = Ep.getSat("G", 31)
C1 = S.getObs("C1")

or (only for C/A code)

C1 = Ep.getSat("G", 31).C1
  • Get all common data for 2 datasets at a given MJD
Ep_base,Ep_rover = rinex_base.getCommonEpochs(rinex_rover, 56442)

gnsstools

  • toolGeoCartGRS80 : geographic to cartesian coordinates conversion. All angles should be given in radians.
X,Y,Z = tools.toolGeoCartGRS80(lon,lat,h)
  • toolCartGeoGRS80 : cartesian to geographic coordinates conversion. All angles are given in radians.
lon,lat,h = tools.toolCartGeoGRS80(X,Y,Z)
  • toolCartLocGRS80 : cartesian to topocentric coordinates conversion.
x, y, z = tools.toolCartLocGRS80(X0,Y0,Z0,X,Y,Z)
  • toolAzEle : azimut and elevation (radians) for one or several satellites Xs,Ys,Zs (scalar or vector) seen from a point with X,Y,Z coordinates.
Az, Ele = tools.toolAzEle(X,Y,Z,Xs,Ys,Zs)
  • toolRotX, toolRotY, toolRotZ : alpha radians rotation around X, Y ou Z axis.
X,Y,Z =  tools.toolRotX(X,Y,Z,alpha)

gnss_process

  • TrilatGps : trilateration with 4 parameters (X,Y,Z,cdtr)
X,Y,Z,cdtr,sigma0_2,V,Qxx = trilatGps(PosSat,Dobs,X0)
  • TrilatGnss : trilateration with 4, 5 or 6 parameters (X,Y,Z,cdtr,[cGGTO,cGPGL])
X,Y,Z,cdtr,cGGTO,cGPGL,sigma0_2,V,Qxx =  trilatGnss(PosSat,Dobs,X0,sat_index)
  • TrilatGnssPonderationElev : trilateration with 4, 5 or 6 parameters (X,Y,Z,cdtr,[cGGTO,cGPGL]) avec with weighting given from elevation of each satellite.
X,Y,Z,cdtr,cGGTO,cGPGL,sigma0_2,V,Qxx =  trilatGnssPonderationElev(PosSat,Dobs,X0,sat_index,ElevSat)

Licence

Copyright (C) 2014-2023, Jacques Beilin - ENSG-Geomatics

Distributed under terms of the CECILL-C licence.

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