存在的问题:

尽快在阈值范围内获取用户的当前位置,同时节省电池。

为什么这个问题是问题:

首先,android有两个提供者;网络和GPS。有时网络更好,有时GPS更好。

这里的“更好”指的是速度与准确度之比。 我愿意牺牲几米的精度,只要我能在不打开GPS的情况下立即得到位置。

其次,如果您请求更新位置更改,如果当前位置稳定,则不会发送任何内容。

谷歌有一个确定“最佳”位置的例子:http://developer.android.com/guide/topics/location/obtaining-user-location.html#BestEstimate 但是我认为它远不如它应该/可以做到的那么好。

我有点困惑为什么谷歌没有一个规范化的API的位置,开发人员不应该关心位置从哪里来,你应该指定你想要什么,手机应该为你选择。

我需要帮助的方面:

我需要找到一种确定“最佳”位置的好方法,可能是通过一些启发式或第三方库。

这并不意味着要确定最好的提供者! 我可能会使用所有的提供者,并从中选择最好的。

app背景:

该应用程序将在固定的时间间隔(比如每10分钟左右)收集用户的位置,并将其发送到服务器。 应用程序应该尽可能节省电池,位置应该有X(50-100?)米的精度。

我们的目标是以后能够在地图上绘制用户白天的路径,所以我需要足够的准确性。

Misc:

你认为期望和接受的精确度的合理值是多少? 我一直在用接受的100万和想要的30万,这要求太高了吗? 我希望以后能够在地图上绘制用户的路径。 要求100米,接受500米更好吗?

另外,现在我的GPS每次更新位置最多60秒,如果你在室内,精度可能是200米,这是不是太短了?


这是我目前的代码,任何反馈都是赞赏的(除了缺乏错误检查,这是TODO):

protected void runTask() {
    final LocationManager locationManager = (LocationManager) context
            .getSystemService(Context.LOCATION_SERVICE);
    updateBestLocation(locationManager
            .getLastKnownLocation(LocationManager.GPS_PROVIDER));
    updateBestLocation(locationManager
            .getLastKnownLocation(LocationManager.NETWORK_PROVIDER));
    if (getLocationQuality(bestLocation) != LocationQuality.GOOD) {
        Looper.prepare();
        setLooper(Looper.myLooper());
        // Define a listener that responds to location updates
        LocationListener locationListener = new LocationListener() {

            public void onLocationChanged(Location location) {
                updateBestLocation(location);
                if (getLocationQuality(bestLocation) != LocationQuality.GOOD)
                    return;
                // We're done
                Looper l = getLooper();
                if (l != null) l.quit();
            }

            public void onProviderEnabled(String provider) {}

            public void onProviderDisabled(String provider) {}

            public void onStatusChanged(String provider, int status,
                    Bundle extras) {
                // TODO Auto-generated method stub
                Log.i("LocationCollector", "Fail");
                Looper l = getLooper();
                if (l != null) l.quit();
            }
        };
        // Register the listener with the Location Manager to receive
        // location updates
        locationManager.requestLocationUpdates(
                LocationManager.GPS_PROVIDER, 1000, 1, locationListener,
                Looper.myLooper());
        locationManager.requestLocationUpdates(
                LocationManager.NETWORK_PROVIDER, 1000, 1,
                locationListener, Looper.myLooper());
        Timer t = new Timer();
        t.schedule(new TimerTask() {

            @Override
            public void run() {
                Looper l = getLooper();
                if (l != null) l.quit();
                // Log.i("LocationCollector",
                // "Stopping collector due to timeout");
            }
        }, MAX_POLLING_TIME);
        Looper.loop();
        t.cancel();
        locationManager.removeUpdates(locationListener);
        setLooper(null);
    }
    if (getLocationQuality(bestLocation) != LocationQuality.BAD) 
        sendUpdate(locationToString(bestLocation));
    else Log.w("LocationCollector", "Failed to get a location");
}

private enum LocationQuality {
    BAD, ACCEPTED, GOOD;

    public String toString() {
        if (this == GOOD) return "Good";
        else if (this == ACCEPTED) return "Accepted";
        else return "Bad";
    }
}

private LocationQuality getLocationQuality(Location location) {
    if (location == null) return LocationQuality.BAD;
    if (!location.hasAccuracy()) return LocationQuality.BAD;
    long currentTime = System.currentTimeMillis();
    if (currentTime - location.getTime() < MAX_AGE
            && location.getAccuracy() <= GOOD_ACCURACY)
        return LocationQuality.GOOD;
    if (location.getAccuracy() <= ACCEPTED_ACCURACY)
        return LocationQuality.ACCEPTED;
    return LocationQuality.BAD;
}

private synchronized void updateBestLocation(Location location) {
    bestLocation = getBestLocation(location, bestLocation);
}

// Pretty much an unmodified version of googles example
protected Location getBestLocation(Location location,
        Location currentBestLocation) {
    if (currentBestLocation == null) {
        // A new location is always better than no location
        return location;
    }
    if (location == null) return currentBestLocation;
    // Check whether the new location fix is newer or older
    long timeDelta = location.getTime() - currentBestLocation.getTime();
    boolean isSignificantlyNewer = timeDelta > TWO_MINUTES;
    boolean isSignificantlyOlder = timeDelta < -TWO_MINUTES;
    boolean isNewer = timeDelta > 0;
    // If it's been more than two minutes since the current location, use
    // the new location
    // because the user has likely moved
    if (isSignificantlyNewer) {
        return location;
        // If the new location is more than two minutes older, it must be
        // worse
    } else if (isSignificantlyOlder) {
        return currentBestLocation;
    }
    // Check whether the new location fix is more or less accurate
    int accuracyDelta = (int) (location.getAccuracy() - currentBestLocation
            .getAccuracy());
    boolean isLessAccurate = accuracyDelta > 0;
    boolean isMoreAccurate = accuracyDelta < 0;
    boolean isSignificantlyLessAccurate = accuracyDelta > 200;
    // Check if the old and new location are from the same provider
    boolean isFromSameProvider = isSameProvider(location.getProvider(),
            currentBestLocation.getProvider());
    // Determine location quality using a combination of timeliness and
    // accuracy
    if (isMoreAccurate) {
        return location;
    } else if (isNewer && !isLessAccurate) {
        return location;
    } else if (isNewer && !isSignificantlyLessAccurate
            && isFromSameProvider) {
        return location;
    }
    return bestLocation;
}

/** Checks whether two providers are the same */
private boolean isSameProvider(String provider1, String provider2) {
    if (provider1 == null) {
        return provider2 == null;
    }
    return provider1.equals(provider2);
}

当前回答

Skyhook (http://www.skyhookwireless.com/)提供的位置提供程序比谷歌提供的标准程序快得多。也许这就是你要找的。我和他们没有关系。

其他回答

回答前两点:

GPS总是会给你一个更精确的位置,如果它被启用,如果周围没有厚墙。 如果位置没有改变,那么您可以调用getLastKnownLocation(String)并立即检索位置。

使用另一种方法:

您可以尝试获取正在使用的单元格id或所有相邻单元格

TelephonyManager mTelephonyManager = (TelephonyManager) getSystemService(Context.TELEPHONY_SERVICE);
GsmCellLocation loc = (GsmCellLocation) mTelephonyManager.getCellLocation(); 
Log.d ("CID", Integer.toString(loc.getCid()));
Log.d ("LAC", Integer.toString(loc.getLac()));
// or 
List<NeighboringCellInfo> list = mTelephonyManager.getNeighboringCellInfo ();
for (NeighboringCellInfo cell : list) {
    Log.d ("CID", Integer.toString(cell.getCid()));
    Log.d ("LAC", Integer.toString(cell.getLac()));
}

然后,您可以通过几个开放数据库(例如,http://www.location-api.com/或http://opencellid.org/)引用单元格位置。


策略是在读取位置时读取塔id列表。然后,在下一次查询中(在你的应用程序中10分钟),再次阅读它们。如果至少有一些塔是相同的,那么使用getLastKnownLocation(String)是安全的。如果不是,那么等待onLocationChanged()。这避免了对位置的第三方数据库的需要。您也可以尝试这种方法。

根据我的经验,我发现最好使用GPS修复,除非它不可用。我不太了解其他位置提供商,但我知道对于GPS来说,有一些技巧可以用来提供一个小范围的精确测量。海拔高度通常是一个符号,所以你可以检查一些荒谬的值。Android定位修复有准确性测量。此外,如果你能看到使用的卫星数量,这也可以表明精度。

要更好地了解精确度,一个有趣的方法是快速地请求一组修复,比如10秒内每秒1次,然后休眠一两分钟。我参加过的一个演讲让我相信一些android设备无论如何都会做到这一点。然后,您将剔除异常值(我在这里听到过卡尔曼滤波器),并使用某种集中策略来获得单个修复。

显然,你能达到的深度取决于你的要求有多难。如果你对尽可能获得最佳位置有特别严格的要求,我想你会发现GPS和网络定位就像苹果和橘子一样相似。另外,GPS在不同的设备上也有很大的不同。

看起来我们在编写相同的应用程序;-) 这是我当前的实现。我的GPS上传应用程序仍处于beta测试阶段,因此可能会有许多可能的改进。但到目前为止,它似乎运行得很好。

/**
 * try to get the 'best' location selected from all providers
 */
private Location getBestLocation() {
    Location gpslocation = getLocationByProvider(LocationManager.GPS_PROVIDER);
    Location networkLocation =
            getLocationByProvider(LocationManager.NETWORK_PROVIDER);
    // if we have only one location available, the choice is easy
    if (gpslocation == null) {
        Log.d(TAG, "No GPS Location available.");
        return networkLocation;
    }
    if (networkLocation == null) {
        Log.d(TAG, "No Network Location available");
        return gpslocation;
    }
    // a locationupdate is considered 'old' if its older than the configured
    // update interval. this means, we didn't get a
    // update from this provider since the last check
    long old = System.currentTimeMillis() - getGPSCheckMilliSecsFromPrefs();
    boolean gpsIsOld = (gpslocation.getTime() < old);
    boolean networkIsOld = (networkLocation.getTime() < old);
    // gps is current and available, gps is better than network
    if (!gpsIsOld) {
        Log.d(TAG, "Returning current GPS Location");
        return gpslocation;
    }
    // gps is old, we can't trust it. use network location
    if (!networkIsOld) {
        Log.d(TAG, "GPS is old, Network is current, returning network");
        return networkLocation;
    }
    // both are old return the newer of those two
    if (gpslocation.getTime() > networkLocation.getTime()) {
        Log.d(TAG, "Both are old, returning gps(newer)");
        return gpslocation;
    } else {
        Log.d(TAG, "Both are old, returning network(newer)");
        return networkLocation;
    }
}

/**
 * get the last known location from a specific provider (network/gps)
 */
private Location getLocationByProvider(String provider) {
    Location location = null;
    if (!isProviderSupported(provider)) {
        return null;
    }
    LocationManager locationManager = (LocationManager) getApplicationContext()
            .getSystemService(Context.LOCATION_SERVICE);
    try {
        if (locationManager.isProviderEnabled(provider)) {
            location = locationManager.getLastKnownLocation(provider);
        }
    } catch (IllegalArgumentException e) {
        Log.d(TAG, "Cannot acces Provider " + provider);
    }
    return location;
}

编辑:这里是请求位置提供者定期更新的部分:

public void startRecording() {
    gpsTimer.cancel();
    gpsTimer = new Timer();
    long checkInterval = getGPSCheckMilliSecsFromPrefs();
    long minDistance = getMinDistanceFromPrefs();
    // receive updates
    LocationManager locationManager = (LocationManager) getApplicationContext()
            .getSystemService(Context.LOCATION_SERVICE);
    for (String s : locationManager.getAllProviders()) {
        locationManager.requestLocationUpdates(s, checkInterval,
                minDistance, new LocationListener() {

                    @Override
                    public void onStatusChanged(String provider,
                            int status, Bundle extras) {}

                    @Override
                    public void onProviderEnabled(String provider) {}

                    @Override
                    public void onProviderDisabled(String provider) {}

                    @Override
                    public void onLocationChanged(Location location) {
                        // if this is a gps location, we can use it
                        if (location.getProvider().equals(
                                LocationManager.GPS_PROVIDER)) {
                            doLocationUpdate(location, true);
                        }
                    }
                });
        // //Toast.makeText(this, "GPS Service STARTED",
        // Toast.LENGTH_LONG).show();
        gps_recorder_running = true;
    }
    // start the gps receiver thread
    gpsTimer.scheduleAtFixedRate(new TimerTask() {

        @Override
        public void run() {
            Location location = getBestLocation();
            doLocationUpdate(location, false);
        }
    }, 0, checkInterval);
}

public void doLocationUpdate(Location l, boolean force) {
    long minDistance = getMinDistanceFromPrefs();
    Log.d(TAG, "update received:" + l);
    if (l == null) {
        Log.d(TAG, "Empty location");
        if (force)
            Toast.makeText(this, "Current location not available",
                    Toast.LENGTH_SHORT).show();
        return;
    }
    if (lastLocation != null) {
        float distance = l.distanceTo(lastLocation);
        Log.d(TAG, "Distance to last: " + distance);
        if (l.distanceTo(lastLocation) < minDistance && !force) {
            Log.d(TAG, "Position didn't change");
            return;
        }
        if (l.getAccuracy() >= lastLocation.getAccuracy()
                && l.distanceTo(lastLocation) < l.getAccuracy() && !force) {
            Log.d(TAG,
                    "Accuracy got worse and we are still "
                      + "within the accuracy range.. Not updating");
            return;
        }
        if (l.getTime() <= lastprovidertimestamp && !force) {
            Log.d(TAG, "Timestamp not never than last");
            return;
        }
    }
    // upload/store your location here
}

需要考虑的事情:

不要太频繁地要求更新GPS,这会消耗电池电量。我目前 使用30分钟作为默认的应用程序。 增加“到最后已知位置的最小距离”检查。没有这个,你的分数 当GPS无法使用,位置被三角定位时,会“跳来跳去”吗 从发射塔传来的。或者您可以检查新位置是否在精度范围之外 最后一个已知位置的值。

Skyhook (http://www.skyhookwireless.com/)提供的位置提供程序比谷歌提供的标准程序快得多。也许这就是你要找的。我和他们没有关系。

目前我正在使用,因为这是可靠的获取位置和计算距离为我的应用程序......我正在用它来申请出租车。

使用谷歌开发人员开发的融合API,融合GPS传感器,磁力计,加速度计,还使用Wifi或细胞定位来计算或估计位置。它还能够准确地提供建筑物内部的位置更新。 详情请访问链接 https://developers.google.com/android/reference/com/google/android/gms/location/FusedLocationProviderApi

import android.app.Activity;
import android.location.Location;
import android.os.Bundle;
import android.support.v7.app.ActionBarActivity;
import android.support.v7.app.AppCompatActivity;
import android.util.Log;
import android.widget.TextView;
import android.widget.Toast;

import com.google.android.gms.common.ConnectionResult;
import com.google.android.gms.common.GooglePlayServicesUtil;
import com.google.android.gms.common.api.GoogleApiClient;
import com.google.android.gms.common.api.GoogleApiClient.ConnectionCallbacks;
import com.google.android.gms.common.api.GoogleApiClient.OnConnectionFailedListener;
import com.google.android.gms.location.LocationListener;
import com.google.android.gms.location.LocationRequest;
import com.google.android.gms.location.LocationServices;

import java.util.concurrent.Executors;
import java.util.concurrent.TimeUnit;


public class MainActivity extends Activity implements LocationListener,
        GoogleApiClient.ConnectionCallbacks,
        GoogleApiClient.OnConnectionFailedListener {

    private static final long ONE_MIN = 500;
    private static final long TWO_MIN = 500;
    private static final long FIVE_MIN = 500;
    private static final long POLLING_FREQ = 1000 * 20;
    private static final long FASTEST_UPDATE_FREQ = 1000 * 5;
    private static final float MIN_ACCURACY = 1.0f;
    private static final float MIN_LAST_READ_ACCURACY = 1;

    private LocationRequest mLocationRequest;
    private Location mBestReading;
TextView tv;
    private GoogleApiClient mGoogleApiClient;

    @Override
    protected void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);

        if (!servicesAvailable()) {
            finish();
        }

        setContentView(R.layout.activity_main);
tv= (TextView) findViewById(R.id.tv1);
        mLocationRequest = LocationRequest.create();
        mLocationRequest.setPriority(LocationRequest.PRIORITY_HIGH_ACCURACY);
        mLocationRequest.setInterval(POLLING_FREQ);
        mLocationRequest.setFastestInterval(FASTEST_UPDATE_FREQ);

        mGoogleApiClient = new GoogleApiClient.Builder(this)
                .addApi(LocationServices.API)
                .addConnectionCallbacks(this)
                .addOnConnectionFailedListener(this)
                .build();


        if (mGoogleApiClient != null) {
            mGoogleApiClient.connect();
        }
    }

    @Override
    protected void onResume() {
        super.onResume();

        if (mGoogleApiClient != null) {
            mGoogleApiClient.connect();
        }
    }

    @Override
    protected void onPause() {d
        super.onPause();

        if (mGoogleApiClient != null && mGoogleApiClient.isConnected()) {
            mGoogleApiClient.disconnect();
        }
    }


        tv.setText(location + "");
        // Determine whether new location is better than current best
        // estimate
        if (null == mBestReading || location.getAccuracy() < mBestReading.getAccuracy()) {
            mBestReading = location;


            if (mBestReading.getAccuracy() < MIN_ACCURACY) {
                LocationServices.FusedLocationApi.removeLocationUpdates(mGoogleApiClient, this);
            }
        }
    }

    @Override
    public void onConnected(Bundle dataBundle) {
        // Get first reading. Get additional location updates if necessary
        if (servicesAvailable()) {

            // Get best last location measurement meeting criteria
            mBestReading = bestLastKnownLocation(MIN_LAST_READ_ACCURACY, FIVE_MIN);

            if (null == mBestReading
                    || mBestReading.getAccuracy() > MIN_LAST_READ_ACCURACY
                    || mBestReading.getTime() < System.currentTimeMillis() - TWO_MIN) {

                LocationServices.FusedLocationApi.requestLocationUpdates(mGoogleApiClient, mLocationRequest, this);

               //Schedule a runnable to unregister location listeners

                    @Override
                    public void run() {
                        LocationServices.FusedLocationApi.removeLocationUpdates(mGoogleApiClient, MainActivity.this);

                    }

                }, ONE_MIN, TimeUnit.MILLISECONDS);

            }

        }
    }

    @Override
    public void onConnectionSuspended(int i) {

    }


    private Location bestLastKnownLocation(float minAccuracy, long minTime) {
        Location bestResult = null;
        float bestAccuracy = Float.MAX_VALUE;
        long bestTime = Long.MIN_VALUE;

        // Get the best most recent location currently available
        Location mCurrentLocation = LocationServices.FusedLocationApi.getLastLocation(mGoogleApiClient);
        //tv.setText(mCurrentLocation+"");
        if (mCurrentLocation != null) {
            float accuracy = mCurrentLocation.getAccuracy();
            long time = mCurrentLocation.getTime();

            if (accuracy < bestAccuracy) {
                bestResult = mCurrentLocation;
                bestAccuracy = accuracy;
                bestTime = time;
            }
        }

        // Return best reading or null
        if (bestAccuracy > minAccuracy || bestTime < minTime) {
            return null;
        }
        else {
            return bestResult;
        }
    }

    @Override
    public void onConnectionFailed(ConnectionResult connectionResult) {

    }

    private boolean servicesAvailable() {
        int resultCode = GooglePlayServicesUtil.isGooglePlayServicesAvailable(this);

        if (ConnectionResult.SUCCESS == resultCode) {
            return true;
        }
        else {
            GooglePlayServicesUtil.getErrorDialog(resultCode, this, 0).show();
            return false;
        }
    }
}