GPS test station first unittests (#25950)

* init gps test

* gps test v1

* add static signal gen script

* update readme

* remove LD_PRELOAD by using rpath, update values after testing

* remove LD_PRELOAD

* update fuzzy testing

* address comments

* cleanup

Co-authored-by: Kurt Nistelberger <kurt.nistelberger@gmail.com>
This commit is contained in:
Kurt Nistelberger
2022-10-11 18:55:10 -07:00
committed by GitHub
parent 182c5c4810
commit 54d667aa15
13 changed files with 545 additions and 43 deletions
+1 -1
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@@ -1,2 +1,2 @@
LimeGPS/
LimeSuite/
LimeSuite/
+6 -8
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@@ -1,20 +1,18 @@
# GPS test setup
Testing the GPS receiver using GPS spoofing. At the moment only
static location relpay is supported.
# Usage
```
# replaying a static location
./gpstest.sh -e <ephemeris file> -s <static location>
# replaying a prerecorded route (NMEA cvs file)
./gpstest.sh -e <ephemeris file> -d <dynamic location>
# on host, start gps signal simulation
./run_static_lime.py
```
If `-e` is not provided the latest ephemeris file will be downloaded from
`run_static_lime.py` downloads the latest ephemeris file from
https://cddis.nasa.gov/archive/gnss/data/daily/20xx/brdc/.
(TODO: add auto downloader)
# Hardware Setup
* [LimeSDR USB](https://wiki.myriadrf.org/LimeSDR-USB)
* Asus AX58BT antenna
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@@ -0,0 +1,142 @@
#!/usr/bin/env python3
import sys
import time
import random
import datetime as dt
import subprocess as sp
import multiprocessing
import threading
from typing import Tuple, Any
from laika.downloader import download_nav
from laika.gps_time import GPSTime
from laika.helpers import ConstellationId
cache_dir = '/tmp/gpstest/'
def download_rinex():
# TODO: check if there is a better way to get the full brdc file for LimeGPS
gps_time = GPSTime.from_datetime(dt.datetime.utcnow())
utc_time = dt.datetime.utcnow() - dt.timedelta(1)
gps_time = GPSTime.from_datetime(dt.datetime(utc_time.year, utc_time.month, utc_time.day))
return download_nav(gps_time, cache_dir, ConstellationId.GPS)
def exec_LimeGPS_bin(rinex_file: str, location: str, duration: int):
# this functions should never return, cause return means, timeout is
# reached or it crashed
try:
cmd = ["LimeGPS/LimeGPS", "-e", rinex_file, "-l", location]
sp.check_output(cmd, timeout=duration)
except sp.TimeoutExpired:
print("LimeGPS timeout reached!")
except Exception as e:
print(f"LimeGPS crashed: {str(e)}")
def run_lime_gps(rinex_file: str, location: str, duration: int):
print(f"LimeGPS {location} {duration}")
p = multiprocessing.Process(target=exec_LimeGPS_bin,
args=(rinex_file, location, duration))
p.start()
return p
def get_random_coords(lat, lon) -> Tuple[int, int]:
# jump around the world
# max values, lat: -90 to 90, lon: -180 to 180
lat_add = random.random()*20 + 10
lon_add = random.random()*20 + 20
lat = ((lat + lat_add + 90) % 180) - 90
lon = ((lon + lon_add + 180) % 360) - 180
return round(lat, 5), round(lon, 5)
def get_continuous_coords(lat, lon) -> Tuple[int, int]:
# continuously move around the world
lat_add = random.random()*0.01
lon_add = random.random()*0.01
lat = ((lat + lat_add + 90) % 180) - 90
lon = ((lon + lon_add + 180) % 360) - 180
return round(lat, 5), round(lon, 5)
rc_p: Any = None
def exec_remote_checker(lat, lon, duration):
global rc_p
# TODO: good enough for testing
remote_cmd = "export PYTHONPATH=/data/pythonpath:/data/pythonpath/pyextra && "
remote_cmd += "cd /data/openpilot && "
remote_cmd += f"timeout {duration} /usr/local/pyenv/shims/python tools/gpstest/remote_checker.py "
remote_cmd += f"{lat} {lon}"
ssh_cmd = ['ssh', '-i', '/home/batman/openpilot/xx/phone/key/id_rsa',
'comma@192.168.60.130']
ssh_cmd += [remote_cmd]
rc_p = sp.Popen(ssh_cmd, stdout=sp.PIPE)
rc_p.wait()
rc_output = rc_p.stdout.read()
print(f"Checker Result: {rc_output.strip().decode('utf-8')}")
def run_remote_checker(spoof_proc, lat, lon, duration) -> bool:
checker_thread = threading.Thread(target=exec_remote_checker, args=(lat, lon, duration))
checker_thread.start()
tcnt = 0
while True:
if not checker_thread.is_alive():
# assume this only happens when the signal got matched
return True
# the spoofing process has a timeout, kill checker if reached
if not spoof_proc.is_alive():
rc_p.kill()
# spoofing process died, assume timeout
print("Spoofing process timeout")
return False
print(f"Time elapsed: {tcnt}[s]", end = "\r")
time.sleep(1)
tcnt += 1
def main():
continuous_mode = False
if len(sys.argv) == 2 and sys.argv[1] == '-c':
print("Continuous Mode!")
continuous_mode = True
rinex_file = download_rinex()
duration = 60*3 # max runtime in seconds
lat, lon = get_random_coords(47.2020, 15.7403)
while True:
# spoof random location
spoof_proc = run_lime_gps(rinex_file, f"{lat},{lon},100", duration)
start_time = time.monotonic()
# remote checker runs blocking
if not run_remote_checker(spoof_proc, lat, lon, duration):
# location could not be matched by ublox module
pass
end_time = time.monotonic()
spoof_proc.terminate()
# -1 to count process startup
print(f"Time to get Signal: {round(end_time - start_time - 1, 4)}")
if continuous_mode:
lat, lon = get_continuous_coords(lat, lon)
else:
lat, lon = get_random_coords(lat, lon)
if __name__ == "__main__":
main()
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@@ -1,8 +0,0 @@
#!/bin/bash
LimeGPS_BIN=LimeGPS/LimeGPS
if test -f "$LimeGPS_BIN"; then
LD_PRELOAD=LimeSuite/builddir/src/libLimeSuite.so $LimeGPS_BIN $@
else
echo "LimeGPS binary not found, run 'setup.sh' first"
fi
@@ -0,0 +1,13 @@
diff --git a/gpssim.h b/gpssim.h
index c30b227..2ae0802 100644
--- a/gpssim.h
+++ b/gpssim.h
@@ -75,7 +75,7 @@
#define SC08 (8)
#define SC16 (16)
-#define EPHEM_ARRAY_SIZE (13) // for daily GPS broadcast ephemers file (brdc)
+#define EPHEM_ARRAY_SIZE (20) // for daily GPS broadcast ephemers file (brdc)
/*! \brief Structure representing GPS time */
typedef struct
@@ -0,0 +1,11 @@
diff --git a/makefile b/makefile
index 51bfabf..d0ea1eb 100644
--- a/makefile
+++ b/makefile
@@ -1,5 +1,4 @@
CC=gcc -O2 -Wall
all: limegps.c gpssim.c
- $(CC) -o LimeGPS limegps.c gpssim.c -lm -lpthread -lLimeSuite
-
+ $(CC) -o LimeGPS limegps.c gpssim.c -lm -lpthread -lLimeSuite -I../LimeSuite/src -L../LimeSuite/builddir/src -Wl,-rpath="$(PWD)/../LimeSuite/builddir/src"
@@ -0,0 +1,13 @@
diff --git a/src/lms7002m/LMS7002M_RxTxCalibrations.cpp b/src/lms7002m/LMS7002M_RxTxCalibrations.cpp
index 41a37044..ac29c6b6 100644
--- a/src/lms7002m/LMS7002M_RxTxCalibrations.cpp
+++ b/src/lms7002m/LMS7002M_RxTxCalibrations.cpp
@@ -254,7 +254,7 @@ int LMS7002M::CalibrateTx(float_type bandwidth_Hz, bool useExtLoopback)
mcuControl->RunProcedure(useExtLoopback ? MCU_FUNCTION_CALIBRATE_TX_EXTLOOPB : MCU_FUNCTION_CALIBRATE_TX);
status = mcuControl->WaitForMCU(1000);
if(status != MCU_BD::MCU_NO_ERROR)
- return ReportError(EINVAL, "Tx Calibration: MCU error %i (%s)", status, MCU_BD::MCUStatusMessage(status));
+ return -1; //ReportError(EINVAL, "Tx Calibration: MCU error %i (%s)", status, MCU_BD::MCUStatusMessage(status));
}
//sync registers to cache
@@ -0,0 +1,13 @@
diff --git a/src/FPGA_common/FPGA_common.cpp b/src/FPGA_common/FPGA_common.cpp
index 4e81f33e..7381c475 100644
--- a/src/FPGA_common/FPGA_common.cpp
+++ b/src/FPGA_common/FPGA_common.cpp
@@ -946,7 +946,7 @@ double FPGA::DetectRefClk(double fx3Clk)
if (i == 0)
return -1;
- lime::info("Reference clock %1.2f MHz", clkTbl[i - 1] / 1e6);
+ //lime::info("Reference clock %1.2f MHz", clkTbl[i - 1] / 1e6);
return clkTbl[i - 1];
}
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#!/usr/bin/env python3
import sys
import time
from typing import List
import cereal.messaging as messaging
from selfdrive.manager.process_config import managed_processes
DELTA = 0.001
# assume running openpilot for now
procs: List[str] = []#"ubloxd", "pigeond"]
def main():
if len(sys.argv) < 3:
print("args: <latitude> <longitude>")
return
sol_lat = float(sys.argv[1])
sol_lon = float(sys.argv[2])
for p in procs:
managed_processes[p].start()
time.sleep(0.5) # give time to startup
gps_sock = messaging.sub_sock('gpsLocationExternal', timeout=0.1)
# analyze until the location changed
while True:
events = messaging.drain_sock(gps_sock)
for e in events:
lat = e.gpsLocationExternal.latitude
lon = e.gpsLocationExternal.longitude
if abs(lat - sol_lat) < DELTA and abs(lon - sol_lon) < DELTA:
print("MATCH")
return
for p in procs:
if not managed_processes[p].proc.is_alive():
print(f"ERROR: '{p}' died")
return
if __name__ == "__main__":
main()
for p in procs:
managed_processes[p].stop()
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@@ -0,0 +1,83 @@
#!/usr/bin/env python3
import os
import sys
import random
import datetime as dt
import subprocess as sp
from typing import Tuple
from laika.downloader import download_nav
from laika.gps_time import GPSTime
from laika.helpers import ConstellationId
cache_dir = '/tmp/gpstest/'
def download_rinex():
# TODO: check if there is a better way to get the full brdc file for LimeGPS
gps_time = GPSTime.from_datetime(dt.datetime.utcnow())
utc_time = dt.datetime.utcnow() - dt.timedelta(1)
gps_time = GPSTime.from_datetime(dt.datetime(utc_time.year, utc_time.month, utc_time.day))
return download_nav(gps_time, cache_dir, ConstellationId.GPS)
def get_random_coords(lat, lon) -> Tuple[int, int]:
# jump around the world
# max values, lat: -90 to 90, lon: -180 to 180
lat_add = random.random()*20 + 10
lon_add = random.random()*20 + 20
lat = ((lat + lat_add + 90) % 180) - 90
lon = ((lon + lon_add + 180) % 360) - 180
return round(lat, 5), round(lon, 5)
def check_availability() -> bool:
cmd = ["LimeSuite/builddir/LimeUtil/LimeUtil", "--find"]
output = sp.check_output(cmd)
if output.strip() == b"":
return False
print(f"Device: {output.strip().decode('utf-8')}")
return True
def main():
if not os.path.exists('LimeGPS'):
print("LimeGPS not found run 'setup.sh' first")
return
if not os.path.exists('LimeSuite'):
print("LimeSuite not found run 'setup.sh' first")
return
if not check_availability():
print("No limeSDR device found!")
return
rinex_file = download_rinex()
lat, lon = get_random_coords(47.2020, 15.7403)
if len(sys.argv) == 3:
lat = float(sys.argv[1])
lon = float(sys.argv[2])
try:
print(f"starting LimeGPS, Location: {lat},{lon}")
cmd = ["LimeGPS/LimeGPS", "-e", rinex_file, "-l", f"{lat},{lon},100"]
sp.check_output(cmd, stderr=sp.PIPE)
except KeyboardInterrupt:
print("stopping LimeGPS")
except Exception as e:
out_stderr = e.stderr.decode('utf-8')# pylint:disable=no-member
if "Device is busy." in out_stderr:
print("GPS simulation is already running, Device is busy!")
return
print(f"LimeGPS crashed: {str(e)}")
print(f"stderr:\n{e.stderr.decode('utf-8')}")# pylint:disable=no-member
if __name__ == "__main__":
main()
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@@ -9,8 +9,9 @@ if [ ! -d LimeSuite ]; then
cd LimeSuite
# checkout latest version which has firmware updates available
git checkout v20.10.0
git apply ../patches/limeSuite/*
mkdir builddir && cd builddir
cmake ..
cmake -DCMAKE_BUILD_TYPE=Release ..
make -j4
cd ../..
fi
@@ -18,8 +19,7 @@ fi
if [ ! -d LimeGPS ]; then
git clone https://github.com/osqzss/LimeGPS.git
cd LimeGPS
sed -i 's/LimeSuite/LimeSuite -I..\/LimeSuite\/src -L..\/LimeSuite\/builddir\/src/' makefile
git apply ../patches/limeGPS/*
make
cd ..
fi
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@@ -0,0 +1,140 @@
#!/usr/bin/env python3
import time
import unittest
import struct
import numpy as np
import cereal.messaging as messaging
import selfdrive.sensord.pigeond as pd
from system.hardware import TICI
from selfdrive.test.helpers import with_processes
def read_events(service, duration_sec):
service_sock = messaging.sub_sock(service, timeout=0.1)
start_time_sec = time.monotonic()
events = []
while time.monotonic() - start_time_sec < duration_sec:
events += messaging.drain_sock(service_sock)
time.sleep(0.1)
assert len(events) != 0, f"No '{service}'events collected!"
return events
def verify_ubloxgnss_data(socket: messaging.SubSocket):
start_time = 0
end_time = 0
events = messaging.drain_sock(socket)
assert len(events) != 0, "no ublxGnss measurements"
for event in events:
if event.ubloxGnss.which() != "measurementReport":
continue
if start_time == 0:
start_time = event.logMonoTime
if event.ubloxGnss.measurementReport.numMeas != 0:
end_time = event.logMonoTime
break
assert end_time != 0, "no ublox measurements received!"
ttfm = (end_time - start_time)/1e9
assert ttfm < 35, f"Time to first measurement > 35s, {ttfm}"
# check for satellite count in measurements
sat_count = []
end_id = events.index(event)# pylint:disable=undefined-loop-variable
for event in events[end_id:]:
if event.ubloxGnss.which() == "measurementReport":
sat_count.append(event.ubloxGnss.measurementReport.numMeas)
num_sat = int(sum(sat_count)/len(sat_count))
assert num_sat > 8, f"Not enough satellites {num_sat} (TestBox setup!)"
def verify_gps_location(socket: messaging.SubSocket):
buf_lon = [0]*10
buf_lat = [0]*10
buf_i = 0
events = messaging.drain_sock(socket)
assert len(events) != 0, "no gpsLocationExternal measurements"
start_time = events[0].logMonoTime
end_time = 0
for event in events:
buf_lon[buf_i % 10] = event.gpsLocationExternal.longitude
buf_lat[buf_i % 10] = event.gpsLocationExternal.latitude
buf_i += 1
if buf_i < 9:
continue
if any([lat == 0 or lon == 0 for lat,lon in zip(buf_lat, buf_lon)]):
continue
if np.std(buf_lon) < 1e-5 and np.std(buf_lat) < 1e-5:
end_time = event.logMonoTime
break
assert end_time != 0, "GPS location never converged!"
ttfl = (end_time - start_time)/1e9
assert ttfl < 40, f"Time to first location > 40s, {ttfl}"
hacc = events[-1].gpsLocationExternal.accuracy
vacc = events[-1].gpsLocationExternal.verticalAccuracy
assert hacc < 15, f"Horizontal accuracy too high, {hacc}"
assert vacc < 43, f"Vertical accuracy too high, {vacc}"
def verify_time_to_first_fix(pigeon):
# get time to first fix from nav status message
nav_status = b""
while True:
pigeon.send(b"\xb5\x62\x01\x03\x00\x00\x04\x0d")
nav_status = pigeon.receive()
if nav_status[:4] == b"\xb5\x62\x01\x03":
break
values = struct.unpack("<HHHIBBBBIIH", nav_status[:24])
ttff = values[8]/1000
# srms = values[9]/1000
assert ttff < 40, f"Time to first fix > 40s, {ttff}"
class TestGPS(unittest.TestCase):
@classmethod
def setUpClass(cls):
if not TICI:
raise unittest.SkipTest
def tearDown(self):
pd.set_power(False)
@with_processes(['ubloxd'])
def test_ublox_reset(self):
pigeon, pm = pd.create_pigeon()
pd.init_baudrate(pigeon)
assert pigeon.reset_device(), "Could not reset device!"
pd.initialize_pigeon(pigeon)
ugs = messaging.sub_sock("ubloxGnss", timeout=0.1)
gle = messaging.sub_sock("gpsLocationExternal", timeout=0.1)
# receive some messages (restart after cold start takes up to 30seconds)
pd.run_receiving(pigeon, pm, 40)
verify_ubloxgnss_data(ugs)
verify_gps_location(gle)
# skip for now, this might hang for a while
#verify_time_to_first_fix(pigeon)
if __name__ == "__main__":
unittest.main()