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authorNick Pelly <npelly@google.com>2012-07-16 12:18:23 -0700
committerNick Pelly <npelly@google.com>2012-08-10 14:57:09 -0700
commit6fa9ad4afcd762aea519ff61811386c23d18ddb2 (patch)
tree5b027550205ada4b972f5cc3d8073819c07d9c75 /packages/FusedLocation/src
parentc47f80f1ae96e3c8b6a750d68cc12dfbbca97254 (diff)
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Location overhaul, major commit.
Themes: Fused Location, Geofencing, LocationRequest. API changes o Fused location is always returned when asking for location by Criteria. o Fused location is never returned as a LocationProvider object, nor returned as a provider String. This wouldn't make sense because the current API design assumes that LocationProvider's have fixed properties (accuracy, power etc). o The fused location engine will tune itself based on the criteria passed by applications. o Deprecate LocationProvider. Apps should use fused location (via Criteria class), instead of enumerating through LocationProvider objects. It is also over-engineered: designed for a world with a plethora of location providers that never materialized. o The Criteria class is also over-engineered, with many methods that aren't currently used, but for now we won't deprecate them since they may have value in the future. It is now used to tune the fused location engine. o Deprecate getBestProvider() and getProvider(). o Add getLastKnownLocation(Criteria), so we can return last known fused locations. o Apps with only ACCESS_COARSE_LOCATION _can_ now use the GPS, but the location they receive will be fudged to a 1km radius. They can also use NETWORK and fused locatoins, which are fudged in the same way if necessary. o Totally deprecate Criteria, in favor of LocationRequest. Criteria was designed to map QOS to a location provider. What we really need is to map QOS to _locations_. The death knell was the conflicting ACCURACY_ constants on Criteria, with values 1, 2, 3, 1, 2. Yes not a typo. o Totally deprecate LocationProvider. o Deprecate test/mock provider support. They require a named provider, which is a concept we are moving away from. We do not yet have a replacement, but I think its ok to deprecate since you also need to have 'allow mock locations' checked in developer settings. They will continue to work. o Deprecate event codes associated with provider status. The fused provider is _always_ available. o Introduce Geofence data object to provide an easier path fowards for polygons etc. Implementation changes o Fused implementation: incoming (GPS and NLP) location fixes are given a weight, that exponentially decays with respect to age and accuracy. The half-life of age is ~60 seconds, and the half-life of accuracy is ~20 meters. The fixes are weighted and combined to output a fused location. o Move Fused Location impl into frameworks/base/packages/FusedLocation o Refactor Fused Location behind the IProvider AIDL interface. This allow us to distribute newer versions of Fused Location in a new APK, at run-time. o Introduce ServiceWatcher.java, to refactor code used for run-time upgrades of Fused Location, and the NLP. o Fused Location is by default run in the system server (but can be moved to any process or pacakge, even at run-time). o Plumb the Criteria requirements through to the Fused Location provider via ILocation.sendExtraCommand(). I re-used this interface to avoid modifying the ILocation interface, which would have broken run-time upgradability of the NLP. o Switch the geofence manager to using fused location. o Clean up 'adb shell dumpsys location' output. o Introduce config_locationProviderPackageNames and config_overlay_locationProviderPackageNames to configure the default and overlay package names for Geocoder, NLP and FLP. o Lots of misc cleanup. o Improve location fudging. Apply random vector then quantize. o Hide internal POJO's from clients of com.android.location.provider.jar (NLP and FLP). Introduce wrappers ProviderRequestUnbundled and ProviderPropertiesUnbundled. o Introduce ProviderProperties to collapse all the provider accuracy/ bearing/altitude/power plumbing (that is deprecated anyway). o DELETE lots of code: DummyLocationProvider, o Rename the (internal) LocationProvider to LocationProviderBase. o Plumb pid, uid and packageName throughout LocationManagerService#Receiver to support future features. TODO: The FLP and Geofencer have a lot of room to be more intelligent TODO: Documentation TODO: test test test Change-Id: Iacefd2f176ed40ce1e23b090a164792aa8819c55
Diffstat (limited to 'packages/FusedLocation/src')
-rw-r--r--packages/FusedLocation/src/com/android/location/fused/FusedLocationProvider.java118
-rw-r--r--packages/FusedLocation/src/com/android/location/fused/FusedLocationService.java50
-rw-r--r--packages/FusedLocation/src/com/android/location/fused/FusionEngine.java355
3 files changed, 523 insertions, 0 deletions
diff --git a/packages/FusedLocation/src/com/android/location/fused/FusedLocationProvider.java b/packages/FusedLocation/src/com/android/location/fused/FusedLocationProvider.java
new file mode 100644
index 0000000..45f05f3
--- /dev/null
+++ b/packages/FusedLocation/src/com/android/location/fused/FusedLocationProvider.java
@@ -0,0 +1,118 @@
+/*
+ * Copyright (C) 2012 The Android Open Source Project
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.android.location.fused;
+
+
+import java.io.FileDescriptor;
+import java.io.PrintWriter;
+
+import com.android.location.provider.LocationProviderBase;
+import com.android.location.provider.ProviderPropertiesUnbundled;
+import com.android.location.provider.ProviderRequestUnbundled;
+
+import android.content.Context;
+import android.location.Criteria;
+import android.location.LocationProvider;
+import android.os.Bundle;
+import android.os.Handler;
+import android.os.Looper;
+import android.os.Message;
+import android.os.WorkSource;
+
+public class FusedLocationProvider extends LocationProviderBase implements FusionEngine.Callback {
+ private static final String TAG = "FusedLocationProvider";
+
+ private static ProviderPropertiesUnbundled PROPERTIES = ProviderPropertiesUnbundled.create(
+ false, false, false, false, true, true, true, Criteria.POWER_LOW,
+ Criteria.ACCURACY_FINE);
+
+ private static final int MSG_ENABLE = 1;
+ private static final int MSG_DISABLE = 2;
+ private static final int MSG_SET_REQUEST = 3;
+
+ private final Context mContext;
+ private final FusionEngine mEngine;
+
+ private static class RequestWrapper {
+ public ProviderRequestUnbundled request;
+ public WorkSource source;
+ public RequestWrapper(ProviderRequestUnbundled request, WorkSource source) {
+ this.request = request;
+ this.source = source;
+ }
+ }
+
+ public FusedLocationProvider(Context context) {
+ super(TAG, PROPERTIES);
+ mContext = context;
+ mEngine = new FusionEngine(context, Looper.myLooper());
+ }
+
+ /**
+ * For serializing requests to mEngine.
+ */
+ private Handler mHandler = new Handler() {
+ @Override
+ public void handleMessage(Message msg) {
+ switch (msg.what) {
+ case MSG_ENABLE:
+ mEngine.init(FusedLocationProvider.this);
+ break;
+ case MSG_DISABLE:
+ mEngine.deinit();
+ break;
+ case MSG_SET_REQUEST:
+ {
+ RequestWrapper wrapper = (RequestWrapper) msg.obj;
+ mEngine.setRequirements(wrapper.request, wrapper.source);
+ break;
+ }
+ }
+ }
+ };
+
+ @Override
+ public void onEnable() {
+ mHandler.sendEmptyMessage(MSG_ENABLE);
+ }
+
+ @Override
+ public void onDisable() {
+ mHandler.sendEmptyMessage(MSG_DISABLE);
+ }
+
+ @Override
+ public void onSetRequest(ProviderRequestUnbundled request, WorkSource source) {
+ mHandler.obtainMessage(MSG_SET_REQUEST, new RequestWrapper(request, source));
+ }
+
+ @Override
+ public void onDump(FileDescriptor fd, PrintWriter pw, String[] args) {
+ // perform synchronously
+ mEngine.dump(fd, pw, args);
+ }
+
+ @Override
+ public int onGetStatus(Bundle extras) {
+ return LocationProvider.AVAILABLE;
+ }
+
+ @Override
+ public long onGetStatusUpdateTime() {
+ return 0;
+ }
+}
diff --git a/packages/FusedLocation/src/com/android/location/fused/FusedLocationService.java b/packages/FusedLocation/src/com/android/location/fused/FusedLocationService.java
new file mode 100644
index 0000000..509c010
--- /dev/null
+++ b/packages/FusedLocation/src/com/android/location/fused/FusedLocationService.java
@@ -0,0 +1,50 @@
+/*
+ * Copyright (C) 2012 The Android Open Source Project
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.android.location.fused;
+
+import java.io.FileDescriptor;
+import java.io.PrintWriter;
+
+import android.app.Service;
+import android.content.Intent;
+import android.os.IBinder;
+
+public class FusedLocationService extends Service {
+ private FusedLocationProvider mProvider;
+
+ @Override
+ public IBinder onBind(Intent intent) {
+ if (mProvider == null) {
+ mProvider = new FusedLocationProvider(getApplicationContext());
+ }
+ return mProvider.getBinder();
+ }
+
+ @Override
+ public boolean onUnbind(Intent intent) {
+ // make sure to stop performing work
+ if (mProvider != null) {
+ mProvider.onDisable();
+ }
+ return false;
+ }
+
+ @Override
+ public void onDestroy() {
+ mProvider = null;
+ }
+}
diff --git a/packages/FusedLocation/src/com/android/location/fused/FusionEngine.java b/packages/FusedLocation/src/com/android/location/fused/FusionEngine.java
new file mode 100644
index 0000000..f4f87a8
--- /dev/null
+++ b/packages/FusedLocation/src/com/android/location/fused/FusionEngine.java
@@ -0,0 +1,355 @@
+/*
+ * Copyright (C) 2012 The Android Open Source Project
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.android.location.fused;
+
+import java.io.FileDescriptor;
+import java.io.PrintWriter;
+import java.util.HashMap;
+
+import com.android.location.provider.ProviderRequestUnbundled;
+
+
+import android.content.Context;
+import android.location.Location;
+import android.location.LocationListener;
+import android.location.LocationManager;
+import android.location.LocationRequest;
+import android.os.Bundle;
+import android.os.Looper;
+import android.os.SystemClock;
+import android.os.WorkSource;
+import android.util.Log;
+
+public class FusionEngine implements LocationListener {
+ public interface Callback {
+ public void reportLocation(Location location);
+ }
+
+ private static final String TAG = "FusedLocation";
+ private static final String NETWORK = LocationManager.NETWORK_PROVIDER;
+ private static final String GPS = LocationManager.GPS_PROVIDER;
+
+ // threshold below which a location is considered stale enough
+ // that we shouldn't use its bearing, altitude, speed etc
+ private static final double WEIGHT_THRESHOLD = 0.5;
+ // accuracy in meters at which a Location's weight is halved (compared to 0 accuracy)
+ private static final double ACCURACY_HALFLIFE_M = 20.0;
+ // age in seconds at which a Location's weight is halved (compared to 0 age)
+ private static final double AGE_HALFLIFE_S = 60.0;
+
+ private static final double ACCURACY_DECAY_CONSTANT_M = Math.log(2) / ACCURACY_HALFLIFE_M;
+ private static final double AGE_DECAY_CONSTANT_S = Math.log(2) / AGE_HALFLIFE_S;
+
+ private final Context mContext;
+ private final LocationManager mLocationManager;
+ private final Looper mLooper;
+
+ // all fields are only used on mLooper thread. except for in dump() which is not thread-safe
+ private Callback mCallback;
+ private Location mFusedLocation;
+ private Location mGpsLocation;
+ private Location mNetworkLocation;
+ private double mNetworkWeight;
+ private double mGpsWeight;
+
+ private boolean mEnabled;
+ private ProviderRequestUnbundled mRequest;
+
+ private final HashMap<String, ProviderStats> mStats = new HashMap<String, ProviderStats>();
+
+ public FusionEngine(Context context, Looper looper) {
+ mContext = context;
+ mLocationManager = (LocationManager) context.getSystemService(Context.LOCATION_SERVICE);
+ mNetworkLocation = new Location("");
+ mNetworkLocation.setAccuracy(Float.MAX_VALUE);
+ mGpsLocation = new Location("");
+ mGpsLocation.setAccuracy(Float.MAX_VALUE);
+ mLooper = looper;
+
+ mStats.put(GPS, new ProviderStats());
+ mStats.get(GPS).available = mLocationManager.isProviderEnabled(GPS);
+ mStats.put(NETWORK, new ProviderStats());
+ mStats.get(NETWORK).available = mLocationManager.isProviderEnabled(NETWORK);
+ }
+
+ public void init(Callback callback) {
+ Log.i(TAG, "engine started (" + mContext.getPackageName() + ")");
+ mCallback = callback;
+ }
+
+ /**
+ * Called to stop doing any work, and release all resources
+ * This can happen when a better fusion engine is installed
+ * in a different package, and this one is no longer needed.
+ * Called on mLooper thread
+ */
+ public void deinit() {
+ mRequest = null;
+ disable();
+ Log.i(TAG, "engine stopped (" + mContext.getPackageName() + ")");
+ }
+
+ private boolean isAvailable() {
+ return mStats.get(GPS).available || mStats.get(NETWORK).available;
+ }
+
+ /** Called on mLooper thread */
+ public void enable() {
+ mEnabled = true;
+ updateRequirements();
+ }
+
+ /** Called on mLooper thread */
+ public void disable() {
+ mEnabled = false;
+ updateRequirements();
+ }
+
+ /** Called on mLooper thread */
+ public void setRequirements(ProviderRequestUnbundled request, WorkSource source) {
+ mRequest = request;
+ mEnabled = true;
+ updateRequirements();
+ }
+
+ private static class ProviderStats {
+ public boolean available;
+ public boolean requested;
+ public long requestTime;
+ public long minTime;
+ public long lastRequestTtff;
+ @Override
+ public String toString() {
+ StringBuilder s = new StringBuilder();
+ s.append(available ? "AVAILABLE" : "UNAVAILABLE");
+ s.append(requested ? " REQUESTED" : " ---");
+ return s.toString();
+ }
+ }
+
+ private void enableProvider(String name, long minTime) {
+ ProviderStats stats = mStats.get(name);
+
+ if (!stats.requested) {
+ stats.requestTime = SystemClock.elapsedRealtime();
+ stats.requested = true;
+ stats.minTime = minTime;
+ mLocationManager.requestLocationUpdates(name, minTime, 0, this, mLooper);
+ } else if (stats.minTime != minTime) {
+ stats.minTime = minTime;
+ mLocationManager.requestLocationUpdates(name, minTime, 0, this, mLooper);
+ }
+ }
+
+ private void disableProvider(String name) {
+ ProviderStats stats = mStats.get(name);
+
+ if (stats.requested) {
+ stats.requested = false;
+ mLocationManager.removeUpdates(this); //TODO GLOBAL
+ }
+ }
+
+ private void updateRequirements() {
+ if (mEnabled == false || mRequest == null) {
+ mRequest = null;
+ disableProvider(NETWORK);
+ disableProvider(GPS);
+ return;
+ }
+
+ ProviderStats gpsStats = mStats.get(GPS);
+ ProviderStats networkStats = mStats.get(NETWORK);
+
+ long networkInterval = Long.MAX_VALUE;
+ long gpsInterval = Long.MAX_VALUE;
+ for (LocationRequest request : mRequest.getLocationRequests()) {
+ switch (request.getQuality()) {
+ case LocationRequest.ACCURACY_FINE:
+ case LocationRequest.POWER_HIGH:
+ if (request.getInterval() < gpsInterval) {
+ gpsInterval = request.getInterval();
+ }
+ if (request.getInterval() < networkInterval) {
+ networkInterval = request.getInterval();
+ }
+ break;
+ case LocationRequest.ACCURACY_BLOCK:
+ case LocationRequest.ACCURACY_CITY:
+ case LocationRequest.POWER_LOW:
+ if (request.getInterval() < networkInterval) {
+ networkInterval = request.getInterval();
+ }
+ break;
+ }
+ }
+
+ if (gpsInterval < Long.MAX_VALUE) {
+ enableProvider(GPS, gpsInterval);
+ } else {
+ disableProvider(GPS);
+ }
+ if (networkInterval < Long.MAX_VALUE) {
+ enableProvider(NETWORK, networkInterval);
+ } else {
+ disableProvider(NETWORK);
+ }
+ }
+
+ private static double weighAccuracy(Location loc) {
+ double accuracy = loc.getAccuracy();
+ return Math.exp(-accuracy * ACCURACY_DECAY_CONSTANT_M);
+ }
+
+ private static double weighAge(Location loc) {
+ long ageSeconds = SystemClock.elapsedRealtimeNano() - loc.getElapsedRealtimeNano();
+ ageSeconds /= 1000000000L;
+ if (ageSeconds < 0) ageSeconds = 0;
+ return Math.exp(-ageSeconds * AGE_DECAY_CONSTANT_S);
+ }
+
+ private double weigh(double gps, double network) {
+ return (gps * mGpsWeight) + (network * mNetworkWeight);
+ }
+
+ private double weigh(double gps, double network, double wrapMin, double wrapMax) {
+ // apply aliasing
+ double wrapWidth = wrapMax - wrapMin;
+ if (gps - network > wrapWidth / 2) network += wrapWidth;
+ else if (network - gps > wrapWidth / 2) gps += wrapWidth;
+
+ double result = weigh(gps, network);
+
+ // remove aliasing
+ if (result > wrapMax) result -= wrapWidth;
+ return result;
+ }
+
+ private void updateFusedLocation() {
+ // naive fusion
+ mNetworkWeight = weighAccuracy(mNetworkLocation) * weighAge(mNetworkLocation);
+ mGpsWeight = weighAccuracy(mGpsLocation) * weighAge(mGpsLocation);
+ // scale mNetworkWeight and mGpsWeight so that they add to 1
+ double totalWeight = mNetworkWeight + mGpsWeight;
+ mNetworkWeight /= totalWeight;
+ mGpsWeight /= totalWeight;
+
+ Location fused = new Location(LocationManager.FUSED_PROVIDER);
+ // fuse lat/long
+ // assumes the two locations are close enough that earth curvature doesn't matter
+ fused.setLatitude(weigh(mGpsLocation.getLatitude(), mNetworkLocation.getLatitude()));
+ fused.setLongitude(weigh(mGpsLocation.getLongitude(), mNetworkLocation.getLongitude(),
+ -180.0, 180.0));
+
+ // fused accuracy
+ //TODO: use some real math instead of this crude fusion
+ // one suggestion is to fuse in a quadratic manner, eg
+ // sqrt(weigh(gpsAcc^2, netAcc^2)).
+ // another direction to explore is to consider the difference in the 2
+ // locations. If the component locations overlap, the fused accuracy is
+ // better than the component accuracies. If they are far apart,
+ // the fused accuracy is much worse.
+ fused.setAccuracy((float)weigh(mGpsLocation.getAccuracy(), mNetworkLocation.getAccuracy()));
+
+ // fused time - now
+ fused.setTime(System.currentTimeMillis());
+ fused.setElapsedRealtimeNano(SystemClock.elapsedRealtimeNano());
+
+ // fuse altitude
+ if (mGpsLocation.hasAltitude() && !mNetworkLocation.hasAltitude() &&
+ mGpsWeight > WEIGHT_THRESHOLD) {
+ fused.setAltitude(mGpsLocation.getAltitude()); // use GPS
+ } else if (!mGpsLocation.hasAltitude() && mNetworkLocation.hasAltitude() &&
+ mNetworkWeight > WEIGHT_THRESHOLD) {
+ fused.setAltitude(mNetworkLocation.getAltitude()); // use Network
+ } else if (mGpsLocation.hasAltitude() && mNetworkLocation.hasAltitude()) {
+ fused.setAltitude(weigh(mGpsLocation.getAltitude(), mNetworkLocation.getAltitude()));
+ }
+
+ // fuse speed
+ if (mGpsLocation.hasSpeed() && !mNetworkLocation.hasSpeed() &&
+ mGpsWeight > WEIGHT_THRESHOLD) {
+ fused.setSpeed(mGpsLocation.getSpeed()); // use GPS if its not too old
+ } else if (!mGpsLocation.hasSpeed() && mNetworkLocation.hasSpeed() &&
+ mNetworkWeight > WEIGHT_THRESHOLD) {
+ fused.setSpeed(mNetworkLocation.getSpeed()); // use Network
+ } else if (mGpsLocation.hasSpeed() && mNetworkLocation.hasSpeed()) {
+ fused.setSpeed((float)weigh(mGpsLocation.getSpeed(), mNetworkLocation.getSpeed()));
+ }
+
+ // fuse bearing
+ if (mGpsLocation.hasBearing() && !mNetworkLocation.hasBearing() &&
+ mGpsWeight > WEIGHT_THRESHOLD) {
+ fused.setBearing(mGpsLocation.getBearing()); // use GPS if its not too old
+ } else if (!mGpsLocation.hasBearing() && mNetworkLocation.hasBearing() &&
+ mNetworkWeight > WEIGHT_THRESHOLD) {
+ fused.setBearing(mNetworkLocation.getBearing()); // use Network
+ } else if (mGpsLocation.hasBearing() && mNetworkLocation.hasBearing()) {
+ fused.setBearing((float)weigh(mGpsLocation.getBearing(), mNetworkLocation.getBearing(),
+ 0.0, 360.0));
+ }
+
+ mFusedLocation = fused;
+
+ mCallback.reportLocation(mFusedLocation);
+ }
+
+ /** Called on mLooper thread */
+ @Override
+ public void onLocationChanged(Location location) {
+ if (GPS.equals(location.getProvider())) {
+ mGpsLocation = location;
+ updateFusedLocation();
+ } else if (NETWORK.equals(location.getProvider())) {
+ mNetworkLocation = location;
+ updateFusedLocation();
+ }
+ }
+
+ /** Called on mLooper thread */
+ @Override
+ public void onStatusChanged(String provider, int status, Bundle extras) { }
+
+ /** Called on mLooper thread */
+ @Override
+ public void onProviderEnabled(String provider) {
+ ProviderStats stats = mStats.get(provider);
+ if (stats == null) return;
+
+ stats.available = true;
+ }
+
+ /** Called on mLooper thread */
+ @Override
+ public void onProviderDisabled(String provider) {
+ ProviderStats stats = mStats.get(provider);
+ if (stats == null) return;
+
+ stats.available = false;
+ }
+
+ public void dump(FileDescriptor fd, PrintWriter pw, String[] args) {
+ StringBuilder s = new StringBuilder();
+ s.append("mEnabled=" + mEnabled).append(' ').append(mRequest).append('\n');
+ s.append("fused=").append(mFusedLocation).append('\n');
+ s.append(String.format("gps %.3f %s\n", mGpsWeight, mGpsLocation));
+ s.append(" ").append(mStats.get(GPS)).append('\n');
+ s.append(String.format("net %.3f %s\n", mNetworkWeight, mNetworkLocation));
+ s.append(" ").append(mStats.get(NETWORK)).append('\n');
+ pw.append(s);
+ }
+}