【问题标题】:Android and Bluetooth Low Energy (BLE)Android 和蓝牙低功耗 (BLE)
【发布时间】:2016-06-14 04:23:12
【问题描述】:

我正在努力从/向自定义蓝牙低功耗设备读取/发送数据。我正在使用 Microchip RN4020 蓝牙模块。

我找到的每个教程或示例都解释了如何将您的移动应用程序连接到设备,但我没有找到如何与它进行实际交互。 因此,这正是我可以用我的应用程序做和不能做的事情。

对于每个存在的特征,我做了以下:

gatt.readCharacteristic(services.get(i).getCharacteristics().get(j));

这是我打印值时的结果:

getStringValue= Mobi_F934��
getStringValue= null
getStringValue= ����d���

getStringValue= 001EC030F934
getStringValue= 2.1
getStringValue= 1.10
getStringValue= 1.10
getStringValue= Microchip
getStringValue= RN4020

getStringValue= 
getStringValue=

我不知道这是否重要......

如何读取从我的 BLE 设备发送的数据?

编辑:我的安卓代码

    @TargetApi(21)
public class MainActivity extends ActionBarActivity {
    private BluetoothAdapter mBluetoothAdapter;
    private int REQUEST_ENABLE_BT = 1;
    private Handler mHandler;
    private static final long SCAN_PERIOD = 10000;
    private BluetoothLeScanner mLEScanner;
    private ScanSettings settings;
    private List<ScanFilter> filters;
    private BluetoothGatt mGatt;

    @Override
    protected void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);
        setContentView(R.layout.activity_main);

        mHandler = new Handler();
        if (!getPackageManager().hasSystemFeature(PackageManager.FEATURE_BLUETOOTH_LE)) {
            Toast.makeText(this, "BLE Not Supported",
                    Toast.LENGTH_SHORT).show();
            finish();
        }

        // Initializes Bluetooth adapter
        final BluetoothManager bluetoothManager =
                (BluetoothManager) getSystemService(Context.BLUETOOTH_SERVICE);
        mBluetoothAdapter = bluetoothManager.getAdapter();

    }

    @Override
    protected void onResume() {
        super.onResume();
        // Ensures Bluetooth is available on the device and it is enabled. If not,
        // displays a dialog requesting user permission to enable Bluetooth.

        if (mBluetoothAdapter == null || !mBluetoothAdapter.isEnabled()) {
            Intent enableBtIntent = new Intent(BluetoothAdapter.ACTION_REQUEST_ENABLE);
            startActivityForResult(enableBtIntent, REQUEST_ENABLE_BT);
        } else {
            if (Build.VERSION.SDK_INT >= 21) {
                mLEScanner = mBluetoothAdapter.getBluetoothLeScanner();
                settings = new ScanSettings.Builder()
                        .setScanMode(ScanSettings.SCAN_MODE_LOW_LATENCY)
                        .build();
                filters = new ArrayList<ScanFilter>();
            }
            scanLeDevice(true);
        }
    }

    @Override
    protected void onPause() {
        super.onPause();
        if (mBluetoothAdapter != null && mBluetoothAdapter.isEnabled()) {
            scanLeDevice(false);
        }
    }

    @Override
    protected void onDestroy() {
        if (mGatt == null) {
            return;
        }
        mGatt.close();
        mGatt = null;
        super.onDestroy();
    }

    @Override
    protected void onActivityResult(int requestCode, int resultCode, Intent data) {
        if (requestCode == REQUEST_ENABLE_BT) {
            if (resultCode == Activity.RESULT_CANCELED) {
                //Bluetooth not enabled.
                finish();
                return;
            }
        }
        super.onActivityResult(requestCode, resultCode, data);
    }

    private void scanLeDevice(final boolean enable) {
        if (enable) {
            mHandler.postDelayed(new Runnable() {
                @Override
                public void run() {
                    if (Build.VERSION.SDK_INT < 21) {
                        mBluetoothAdapter.stopLeScan(mLeScanCallback);
                    } else {
                        mLEScanner.stopScan(mScanCallback);

                    }
                }
            }, SCAN_PERIOD);
            if (Build.VERSION.SDK_INT < 21) {
                mBluetoothAdapter.startLeScan(mLeScanCallback);
            } else {
                mLEScanner.startScan(filters, settings, mScanCallback);
            }
        } else {
            if (Build.VERSION.SDK_INT < 21) {
                mBluetoothAdapter.stopLeScan(mLeScanCallback);
            } else {
                mLEScanner.stopScan(mScanCallback);
            }
        }
    }


    private ScanCallback mScanCallback = new ScanCallback() {
        @Override
        public void onScanResult(int callbackType, ScanResult result) {
            Log.e("callbackType", "MAX " + String.valueOf(callbackType));
            Log.e("result", "MAX " + result.toString());
            BluetoothDevice btDevice = result.getDevice();
            connectToDevice(btDevice);
        }

        @Override
        public void onBatchScanResults(List<ScanResult> results) {
            for (ScanResult sr : results) {
                Log.e("ScanResult - Results", "MAX " + sr.toString());
            }
        }

        @Override
        public void onScanFailed(int errorCode) {
            Log.e("Scan Failed", "MAX " + "Error Code: " + errorCode);
        }
    };

    private BluetoothAdapter.LeScanCallback mLeScanCallback =
            new BluetoothAdapter.LeScanCallback() {
                @Override
                public void onLeScan(final BluetoothDevice device, int rssi,
                                     byte[] scanRecord) {
                    runOnUiThread(new Runnable() {
                        @Override
                        public void run() {
                            Log.e("onLeScan", "MAX " + device.toString());
                            connectToDevice(device);
                        }
                    });
                }
            };

    public void connectToDevice(BluetoothDevice device) {
        if (mGatt == null) {
            mGatt = device.connectGatt(this, false, gattCallback);
            scanLeDevice(false);// will stop after first device detection
        }
    }

    private final BluetoothGattCallback gattCallback = new BluetoothGattCallback() {
        @Override
        public void onConnectionStateChange(BluetoothGatt gatt, int status, int newState) {
            Log.e("onConnectionStateChange", "MAX " + "Status: " + status);
            switch (newState) {
                case BluetoothProfile.STATE_CONNECTED:
                    Log.e("gattCallback", "MAX " + "STATE_CONNECTED");
                    gatt.discoverServices();
                    break;
                case BluetoothProfile.STATE_DISCONNECTED:
                    Log.e("gattCallback", "MAX " + "STATE_DISCONNECTED");
                    break;
                default:
                    Log.e("gattCallback", "MAX " + "STATE_OTHER");
            }

        }

        @Override
        public void onServicesDiscovered(BluetoothGatt gatt, int status) {
            List<BluetoothGattService> services = gatt.getServices();
            Log.e("onServicesDiscovered", "MAX " + services.toString());

            /*
            for(int i = 0; i < services.size(); i++){
                for (int j = 0; j < services.get(i).getCharacteristics().size(); j++){
                    Log.e("MAX", "i= " + i + " j= " + j);
                    gatt.readCharacteristic(services.get(i).getCharacteristics().get
                            (j));
                }
            }
            */

            gatt.readCharacteristic(services.get(0).getCharacteristics().get(0));
        }

        @Override
        public void onCharacteristicRead(BluetoothGatt gatt,
                                         BluetoothGattCharacteristic
                                                 characteristic, int status) {
            Log.e("onCharacteristicRead", "MAX " + characteristic.toString());
            Log.e("onCharacteristicRead", "MAX " +characteristic.getStringValue(0));
            //gatt.disconnect();
        }
    };
    }

编辑 2:我的 arduino 代码

#include <SoftwareSerial.h>

/* Set up BT to arduino uno
BT RN4020    Arduino Uno
------------------------------------------------
Red          3.3V
Green        GND
Yellow(RX)   TX (digital pin 1)
Orange(TX)   RX (digital pin 0)
White        PIN 8 (!) This is not GND (!)
Blue         3.3V (Ioref can also be used)
*/

/* 
-----------------------------------------------------------------------------
-----EXPLANATION PROGRAM-----------------------------------------------------
----------------------------
Eerst wordt de BT module geïnitialiseerd door verschillende commando's door te
sturen. Bij elk commando wordt gecheckt of de BT module het juiste antwoord
heeft teruggestuurd.
De initialisatie moet gebeuren in CMD mode, de CMD/MLDP pin moet laag zijn. Na
de initialisatie checken we tot de BT module is geconnecteerd met het device.
Als de BT module geconnecteerd is zetten we deze uit CMD mode en in MLDP mode 
om het verzenden en ontvangen van data te ondersteunen. Daarna zenden we om de 
seconde de string 'test' door.
Dit gebeurt zolang het device geconnecteerd is met de BT module.
------------------------------------------------------------------------------
------------------------------------------------------------------------------
-----------------------------
*/

int CMD_MLD_pin = 8; // IO pin for CMD/MLDP pin (LOW --> CMD, HIGH --> MLDP)

void setup() // Initialising BT RN4020
{
  pinMode(CMD_MLD_pin, OUTPUT); 
  digitalWrite(CMD_MLD_pin, LOW); // put CMD/MLDP pin LOW for CMD mode
  delay(5000);
  /* Initialize Bluetooth */
  Serial.begin(115200); // Set up serial connection with required baud rate of 
                        // 115200
  delay(1500);
  Serial.println("R,1"); //Reboot
  while(!Serial.find("Reboot")){} // Waiting until BT RN4020 responds the 
  required string
  while(!Serial.find("CMD")){}
  //delay(2000);
  Serial.println("SF,1"); // Factory reset
  while(!Serial.find("AOK")){}
  //delay(1500);
  Serial.println("SR,32000000"); // Set device as peripheral
  while(!Serial.find("AOK")){}
  Serial.println("S-, Mobi"); // Change name of BT
  while(!Serial.find("AOK")){}
  //delay(1500);
  Serial.println("R,1"); // Reboot to make changes effective
  while(!Serial.find("Reboot")){}
  while(!Serial.find("CMD")){}
  //delay(2000);
}

void loop()
{
  // Wait until the device responds it is connected
  // If the device is connected we will send every second the string 'test'
  while(!Serial.find("Connected")){} // Wait until BT RN4020 is connected to a 
                                     // device
  digitalWrite(CMD_MLD_pin, HIGH); // Go to MLDP to support data stream
  while(!Serial.find("MLDP")){} // Wait until BT RN4020 is effectively in MLDP 
                                // mode
  delay(500);
  while (!Serial.find("Connection End")) // Send string to BTRN4020 while the 
                                         // BT RN4020 is conected to a device
  {
    Serial.println("test");
    delay(1000);
  }  
}

【问题讨论】:

  • BLE 设备通过通知服务发送数据。或者你可以读取服务,数据大多是HEX格式,所以你必须转换它。所以更具体的答案的代码

标签: android bluetooth-lowenergy


【解决方案1】:

好吧,我认为您应该多阅读一下如何使用这些特性。默认情况下,您的芯片具有许多特征,其中主要包含来自芯片的信息。为了发送和接收数据,您必须先对芯片进行编程,使其通过特定特性发送数据并通过另一个特定特性接收数据。

某些芯片具有默认的 Rx 和 Tx 特性,您应该使用它们来发送和接收数据。这些特性充当 BLE 与芯片上的 Tx 和 Rx 引脚之间的管道,并将简单地回显所有数据。

或者,您可以在 BLE 服务上创建自己的特征并编写自己的发送和接收协议。

我举个简单的例子:

假设您使用芯片的默认特性来发送数据。该数据必须以小块的形式发送,例如 20 个字节。要在 Android 上读取此数据,您必须首先获取该特征的描述符并启用通知。这将告诉 Android 监听该特征并监控变化。

    characteristic = gatt.getService(UUID.fromString(SERVICE_UUID)).getCharacteristic(UUID.fromString(CHARACTERISTIC_UUID)); //Find you characteristic
    mGatt.setCharacteristicNotification(characteristic, true); //Tell you gatt client that you want to listen to that characteristic
    List<BluetoothGattDescriptor> descriptors = characteristic.getDescriptors(); //find the descriptors on the characteristic
    BluetoothGattDescriptor descriptor = descriptors.get(1); //get the right descriptor for setting notifications
    descriptor.setValue(BluetoothGattDescriptor.ENABLE_NOTIFICATION_VALUE);
    mGatt.writeDescriptor(descriptor); //apply these changes to the ble chip to tell it we are ready for the data

完成此操作后,您将能够使用 onCharacteristicChanged 方法读取数据:

@Override
public void onCharacteristicChanged(BluetoothGatt gatt, BluetoothGattCharacteristic characteristic) {
    super.onCharacteristicChanged(gatt, characteristic);
    String data = characteristic.getStringValue(0);
}

发送数据会简单一些。找到特征后,您只需将数据分块写入该特征:

byte[] value = new byte[1];
value[0] = (byte) (21 & 0xFF); //your data
characteristic.setValue(value); //assign the new data value to the characteristic
boolean success = mBluetoothGatt.writeCharacteristic(charac); //write to the chip

一旦写入,芯片将刷新特征并将数据发送到芯片的Tx引脚。

编辑:

通过the user manual for RN4020,可以看到该芯片有默认的电池服务和一些针对型号、软件版本等的特性,但是没有默认的Rx和Tx特性。

在这种情况下,您在代码中找到的特征只是设备信息,实际上没有用处。您必须首先在芯片上定义自己的私有服务和特性。查看manual 中的示例 3-1。一旦您使用唯一的 UUID 定义了私有服务和特征,您就可以将数据写入其中,并使用相同的 UUID 在 android 上读取它。

【讨论】:

  • 感谢您的快速回复。但是我有一个问题,如果我使用微芯片的应用程序我可以读取数据(它是一个终端),如果芯片上没有定义 Rx 和 Tx 怎么可能?
  • 不看代码就很难判断。但我猜你可能有一个预定义的特征。尝试使用它,看看它是否有效。在任何情况下,最好使用特征 UUID 在 Android 中读取它,而不是遍历所有这些。
  • 你在正确的轨道上。我的建议是使用 .get(0) 代替服务和特性,使用 gatt.getService(UUID.fromString(SERVICE_UUID)).getCharacteristic(UUID.fromString(CHARACTERISTIC_UUID));然后在您的芯片端代码上,将您的数据写入具有该 UUID 的特征,瞧!
  • 我还是没有让它工作,所以我添加了 arduino 代码,希望你再试一次
【解决方案2】:

我将 RN4020 与 arduino 平台结合在 processing.org 中工作。如果您仍然感兴趣,请告诉我。

你有连接到 vcc 3.3v 的 SW-wake 和 HW 唤醒引脚吗? 您不必每次开始都去 CMD。

我只是将 CDM 直接连接到 VCC。一旦你发出重启命令,它就会直接进入 MLDP。

【讨论】:

  • 您应该修正语法/拼写错误。这真的会损害您答案的可读性。
【解决方案3】:

在提出问题几个月后,我设法解决了我的问题。当时我忘了分享我的解决方案。 总之,迟到总比不到好!

这是我在测试 android - TI sensortag 通过 BLE 通信时编写的一些代码。

完整示例可在https://github.com/maxhelskens/SmergyBicycle获得

package com.example.max.smergy;

import android.annotation.TargetApi;
import android.app.Activity;
import android.app.ProgressDialog;
import android.bluetooth.BluetoothAdapter;
import android.bluetooth.BluetoothDevice;
import android.bluetooth.BluetoothGatt;
import android.bluetooth.BluetoothGattCallback;
import android.bluetooth.BluetoothGattCharacteristic;
import android.bluetooth.BluetoothGattDescriptor;
import android.bluetooth.BluetoothGattService;
import android.bluetooth.BluetoothManager;
import android.bluetooth.BluetoothProfile;
import android.bluetooth.le.BluetoothLeScanner;
import android.bluetooth.le.ScanCallback;
import android.bluetooth.le.ScanFilter;
import android.bluetooth.le.ScanResult;
import android.bluetooth.le.ScanSettings;
import android.content.Context;
import android.content.Intent;
import android.content.pm.PackageManager;
import android.os.Build;
import android.os.Bundle;
import android.os.Handler;
import android.os.Message;
import android.support.v7.app.AppCompatActivity;
import android.support.v7.widget.Toolbar;
import android.util.Log;
import android.util.SparseArray;
import android.view.Menu;
import android.view.MenuItem;
import android.widget.TextView;
import android.widget.Toast;

import java.util.ArrayList;
import java.util.List;
import java.util.UUID;

@TargetApi(21)
public class MainActivity extends AppCompatActivity {

    private static final String TAG = "MainActivity";

    private static final String DEVICE_NAME = "SensorTag";

    /* Humidity Service */
    private static final UUID HUMIDITY_SERVICE = UUID.fromString("F000AA20-0451-4000-B000-000000000000");
    private static final UUID HUMIDITY_DATA_CHAR = UUID.fromString("f000aa21-0451-4000-b000-000000000000");
    private static final UUID HUMIDITY_CONFIG_CHAR = UUID.fromString("f000aa22-0451-4000-b000-000000000000");
    /* magneto Service */
    private static final UUID MAGNETO_SERVICE = UUID.fromString("F000AA80-0451-4000-B000-000000000000");
    private static final UUID MAGNETO_DATA_CHAR = UUID.fromString("f000aa81-0451-4000-b000-000000000000");
    private static final UUID MAGNETO_CONFIG_CHAR = UUID.fromString("f000aa82-0451-4000-b000-000000000000");
    /* Barometric Pressure Service */
    private static final UUID PRESSURE_SERVICE = UUID.fromString("f000aa40-0451-4000-b000-000000000000");
    private static final UUID PRESSURE_DATA_CHAR = UUID.fromString("f000aa41-0451-4000-b000-000000000000");
    private static final UUID PRESSURE_CONFIG_CHAR = UUID.fromString("f000aa42-0451-4000-b000-000000000000");
    private static final UUID PRESSURE_CAL_CHAR = UUID.fromString("f000aa43-0451-4000-b000-000000000000");
    /* Client Configuration Descriptor */
    private static final UUID CONFIG_DESCRIPTOR = UUID.fromString("00002902-0000-1000-8000-00805f9b34fb");


    private BluetoothAdapter mBluetoothAdapter;
    private SparseArray<BluetoothDevice> mDevices;

    private BluetoothGatt mGatt;

    private TextView mTemperature, mHumidity, mPressure;

    private ProgressDialog mProgress;

    private int REQUEST_ENABLE_BT = 1;
    private BluetoothLeScanner mLEScanner;
    private ScanSettings settings;
    private List<ScanFilter> filters;

    @Override
    protected void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);
        setContentView(R.layout.activity_main);
        setProgressBarIndeterminate(true);

        // Find the toolbar view inside the activity layout
        Toolbar toolbar = (Toolbar) findViewById(R.id.toolbar);
        // Sets the Toolbar to act as the ActionBar for this Activity window.
        // Make sure the toolbar exists in the activity and is not null
        setSupportActionBar(toolbar);


        /*
        * We are going to display the results in some text fields
        */
        mTemperature = (TextView) findViewById(R.id.text_temperature);
        mHumidity = (TextView) findViewById(R.id.text_humidity);
        mPressure = (TextView) findViewById(R.id.text_pressure);

        //Check if BLE is supported
        if (!getPackageManager().hasSystemFeature(PackageManager.FEATURE_BLUETOOTH_LE)) {
            Toast.makeText(this, "BLE Not Supported",
                    Toast.LENGTH_SHORT).show();
            finish();
        }
        final BluetoothManager bluetoothManager =
                (BluetoothManager) getSystemService(Context.BLUETOOTH_SERVICE);
        mBluetoothAdapter = bluetoothManager.getAdapter();

        mDevices = new SparseArray<BluetoothDevice>();


        /*
        * A progress dialog will be needed while the connection process is
        * taking place
        */
        mProgress = new ProgressDialog(this);
        mProgress.setIndeterminate(true);
        mProgress.setCancelable(false);

    }

    @Override
    protected void onResume() {
        super.onResume();
        if (mBluetoothAdapter == null || !mBluetoothAdapter.isEnabled()) {
            Intent enableBtIntent = new Intent(BluetoothAdapter.ACTION_REQUEST_ENABLE);
            startActivityForResult(enableBtIntent, REQUEST_ENABLE_BT);
        } else {
            if (Build.VERSION.SDK_INT >= 21) {
                mLEScanner = mBluetoothAdapter.getBluetoothLeScanner();
                settings = new ScanSettings.Builder()
                        .setScanMode(ScanSettings.SCAN_MODE_LOW_LATENCY)
                        .build();
                filters = new ArrayList<ScanFilter>();
            }
        }

        clearDisplayValues();
    }

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

        //Make sure dialog is hidden
        mProgress.dismiss();
        //Cancel any scans in progress
        mHandler.removeCallbacks(mStopRunnable);
        mHandler.removeCallbacks(mStartRunnable);

        if (Build.VERSION.SDK_INT < 21) {
            mBluetoothAdapter.stopLeScan(mLeScanCallback);
        } else {
            mLEScanner.stopScan(mScanCallback);

        }
    }

    @Override
    protected void onStop() {
        super.onStop();
        //Disconnect from any active tag connection
        if (mGatt != null) {
            mGatt.close();
            mGatt = null;
        }
    }

    @Override
    protected void onDestroy() {
        if (mGatt == null) {
            return;
        }
        mGatt.close();
        mGatt = null;
        super.onDestroy();
    }

    @Override
    protected void onActivityResult(int requestCode, int resultCode, Intent data) {
        if (requestCode == REQUEST_ENABLE_BT) {
            if (resultCode == Activity.RESULT_CANCELED) {
                //Bluetooth not enabled.
                finish();
                return;
            }
        }
        super.onActivityResult(requestCode, resultCode, data);
    }

    // Menu icons are inflated just as they were with actionbar
    @Override
    public boolean onCreateOptionsMenu(Menu menu) {
        // Inflate the menu; this adds items to the action bar if it is present.
        getMenuInflater().inflate(R.menu.menu_main, menu);

        //Add any device elements we've discovered to the overflow menu
        for (int i=0; i < mDevices.size(); i++) {
            BluetoothDevice device = mDevices.valueAt(i);
            menu.add(0, mDevices.keyAt(i), 0, device.getName());
        }

        return true;
    }

    @Override
    public boolean onOptionsItemSelected(MenuItem item) {
        switch (item.getItemId()) {
            case R.id.bluetoothSearch:
                mDevices.clear();
                startScan();
                //scanLeDevice(true);

                return true;
            default:
                //Obtain the discovered device to connect with
                BluetoothDevice device = mDevices.get(item.getItemId());
                Log.i(TAG, "Connecting to " + device.getName());
                /*
                * Make a connection with the device
                */

                connectToDevice(device);
                //Display progress UI
                mHandler.sendMessage(Message.obtain(null, MSG_PROGRESS, "Connecting to " + device.getName() + "..."));
                return super.onOptionsItemSelected(item);
        }
    }

    private void clearDisplayValues() {
        mTemperature.setText("---");
        mHumidity.setText("---");
        mPressure.setText("---");
    }

    private Runnable mStopRunnable = new Runnable() {
        @Override
        public void run() {
            stopScan();
        }
    };
    private Runnable mStartRunnable = new Runnable() {
        @Override
        public void run() {
            startScan();
        }
    };

    private void startScan() {
        if (Build.VERSION.SDK_INT < 21) {
            mBluetoothAdapter.startLeScan(mLeScanCallback);
        } else {
            mLEScanner.startScan(filters, settings, mScanCallback);
        }
        setProgressBarIndeterminateVisibility(true);

        mHandler.postDelayed(mStopRunnable, 2500);
    }

    private void stopScan() {
        if (Build.VERSION.SDK_INT < 21) {
            mBluetoothAdapter.stopLeScan(mLeScanCallback);
        } else {
            mLEScanner.stopScan(mScanCallback);

        }
        setProgressBarIndeterminateVisibility(false);
    }

    private BluetoothAdapter.LeScanCallback mLeScanCallback =
            new BluetoothAdapter.LeScanCallback() {
                @Override
                public void onLeScan(final BluetoothDevice device, int rssi, byte[] scanRecord) {
                    Log.i("onLeScan", device.toString());

                    mDevices.put(device.hashCode(), device);
                    //Update the overflow menu
                    invalidateOptionsMenu();
                }
            };

/*

    private void scanLeDevice(final boolean enable) {
        if (enable) {
            mHandler.postDelayed(new Runnable() {
                @Override
                public void run() {
                    if (Build.VERSION.SDK_INT < 21) {
                        mBluetoothAdapter.stopLeScan(mLeScanCallback);
                    } else {
                        mLEScanner.stopScan(mScanCallback);

                    }
                }
            }, SCAN_PERIOD);
            if (Build.VERSION.SDK_INT < 21) {
                mBluetoothAdapter.startLeScan(mLeScanCallback);
            } else {
                mLEScanner.startScan(filters, settings, mScanCallback);
            }
        } else {
            if (Build.VERSION.SDK_INT < 21) {
                mBluetoothAdapter.stopLeScan(mLeScanCallback);
            } else {
                mLEScanner.stopScan(mScanCallback);
            }
        }
    }

*/

    private ScanCallback mScanCallback = new ScanCallback() {
        @Override
        public void onScanResult(int callbackType, ScanResult result) {
            Log.i("callbackType", String.valueOf(callbackType));
            Log.i("result", result.toString());
            BluetoothDevice btDevice = result.getDevice();

            mDevices.put(btDevice.hashCode(), btDevice);
            //Update the overflow menu
            invalidateOptionsMenu();
        }

        @Override
        public void onBatchScanResults(List<ScanResult> results) {
            for (ScanResult sr : results) {
                Log.i("ScanResult - Results", sr.toString());
            }
        }

        @Override
        public void onScanFailed(int errorCode) {
            Log.e("Scan Failed", "Error Code: " + errorCode);
        }
    };


    public void connectToDevice(BluetoothDevice device) {
        if (mGatt == null) {
            mGatt = device.connectGatt(this, false, gattCallback);
            stopScan();
        }
    }


    /*
    * In this callback, we've created a bit of a state machine to enforce that only
    * one characteristic be read or written at a time until all of our sensors
    * are enabled and we are registered to get notifications.
    */
    private final BluetoothGattCallback gattCallback = new BluetoothGattCallback() {
        /* State Machine Tracking */
        private int mState = 0;

        private void reset() { mState = 0; }

        private void advance() { mState++; }

        /*
        * Send an enable command to each sensor by writing a configuration
        * characteristic.  This is specific to the SensorTag to keep power
        * low by disabling sensors you aren't using.
        */
        private void enableNextSensor(BluetoothGatt gatt) {
            BluetoothGattCharacteristic characteristic;
            switch (mState) {
                /*
                case 0:
                    Log.d(TAG, "Enabling pressure cal");
                    characteristic = gatt.getService(PRESSURE_SERVICE)
                            .getCharacteristic(PRESSURE_CONFIG_CHAR);
                    characteristic.setValue(new byte[] {0x02});
                    break;
                case 1:
                    Log.d(TAG, "Enabling pressure");
                    characteristic = gatt.getService(PRESSURE_SERVICE)
                            .getCharacteristic(PRESSURE_CONFIG_CHAR);
                    characteristic.setValue(new byte[] {0x01});
                    break;  */
                case 0:
                    Log.d(TAG, "Enabling humidity");
                    characteristic = gatt.getService(HUMIDITY_SERVICE)
                            .getCharacteristic(HUMIDITY_CONFIG_CHAR);
                    characteristic.setValue(new byte[] {0x01});
                    break;
                case 1:
                    Log.d(TAG, "Enabling magneto");
                    characteristic = gatt.getService(MAGNETO_SERVICE)
                            .getCharacteristic(MAGNETO_CONFIG_CHAR);
                    characteristic.setValue(new byte[] {(byte)0x7F, (byte)0x00});
                    break;
                default:
                    mHandler.sendEmptyMessage(MSG_DISMISS);
                    Log.i(TAG, "All Sensors Enabled");
                    return;
            }

            gatt.writeCharacteristic(characteristic);
        }

        /*
        * Read the data characteristic's value for each sensor explicitly
        */
        private void readNextSensor(BluetoothGatt gatt) {
            BluetoothGattCharacteristic characteristic;
            switch (mState) {
                /*
                case 0:
                    Log.d(TAG, "Reading pressure cal");
                    characteristic = gatt.getService(PRESSURE_SERVICE)
                            .getCharacteristic(PRESSURE_CAL_CHAR);
                    break;
                case 1:
                    Log.d(TAG, "Reading pressure");
                    characteristic = gatt.getService(PRESSURE_SERVICE)
                            .getCharacteristic(PRESSURE_DATA_CHAR);
                    break;*/
                case 0:
                    Log.d(TAG, "Reading humidity");
                    characteristic = gatt.getService(HUMIDITY_SERVICE)
                            .getCharacteristic(HUMIDITY_DATA_CHAR);
                    break;
                case 1:
                    Log.d(TAG, "Reading magneto");
                    characteristic = gatt.getService(MAGNETO_SERVICE)
                            .getCharacteristic(MAGNETO_DATA_CHAR);
                    break;
                default:
                    mHandler.sendEmptyMessage(MSG_DISMISS);
                    Log.i(TAG, "All Sensors Enabled");
                    return;
            }

            gatt.readCharacteristic(characteristic);
        }


        /*
        * Enable notification of changes on the data characteristic for each sensor
        * by writing the ENABLE_NOTIFICATION_VALUE flag to that characteristic's
        * configuration descriptor.
        */
        private void setNotifyNextSensor(BluetoothGatt gatt) {
            BluetoothGattCharacteristic characteristic;
            switch (mState) {
                /*
                case 0:
                    Log.d(TAG, "Set notify pressure cal");
                    characteristic = gatt.getService(PRESSURE_SERVICE)
                            .getCharacteristic(PRESSURE_CAL_CHAR);
                    break;
                case 1:
                    Log.d(TAG, "Set notify pressure");
                    characteristic = gatt.getService(PRESSURE_SERVICE)
                            .getCharacteristic(PRESSURE_DATA_CHAR);
                    break;*/
                case 0:
                    Log.d(TAG, "Set notify humidity");
                    characteristic = gatt.getService(HUMIDITY_SERVICE)
                            .getCharacteristic(HUMIDITY_DATA_CHAR);
                    break;
                case 1:
                    Log.d(TAG, "Set notify magneto");
                    characteristic = gatt.getService(MAGNETO_SERVICE)
                            .getCharacteristic(MAGNETO_DATA_CHAR);
                    break;
                default:
                    mHandler.sendEmptyMessage(MSG_DISMISS);
                    Log.i(TAG, "All Sensors Enabled");
                    return;
            }

            //Enable local notifications
            gatt.setCharacteristicNotification(characteristic, true);
            //Enabled remote notifications
            BluetoothGattDescriptor desc = characteristic.getDescriptor(CONFIG_DESCRIPTOR);
            desc.setValue(BluetoothGattDescriptor.ENABLE_NOTIFICATION_VALUE);
            gatt.writeDescriptor(desc);
        }


        @Override
        public void onConnectionStateChange(BluetoothGatt gatt, int status, int newState) {
            Log.i("onConnectionStateChange", "Status: " + status);
            if (status == BluetoothGatt.GATT_SUCCESS && newState == BluetoothProfile.STATE_CONNECTED) {
                /*
                * Once successfully connected, we must next discover all the services on the
                * device before we can read and write their characteristics.
                */
                gatt.discoverServices();
                mHandler.sendMessage(Message.obtain(null, MSG_PROGRESS, "Discovering Services..."));
            } else if (status == BluetoothGatt.GATT_SUCCESS && newState == BluetoothProfile.STATE_DISCONNECTED) {
                /*
                * If at any point we disconnect, send a message to clear the weather values
                * out of the UI
                */
                mHandler.sendEmptyMessage(MSG_CLEAR);
            } else if (status != BluetoothGatt.GATT_SUCCESS) {
                /*
                * If there is a failure at any stage, simply disconnect
                */
                gatt.close();
            }

        }

        @Override
        public void onServicesDiscovered(BluetoothGatt gatt, int status) {
            List<BluetoothGattService> services = gatt.getServices();
            Log.i("onServicesDiscovered", services.toString());

            mHandler.sendMessage(Message.obtain(null, MSG_PROGRESS, "Enabling Sensors..."));
            /*
            * With services discovered, we are going to reset our state machine and start
            * working through the sensors we need to enable
            */
            reset();
            enableNextSensor(gatt);
        }

        @Override
        public void onCharacteristicRead(BluetoothGatt gatt, BluetoothGattCharacteristic characteristic, int status) {
            Log.i("onCharacteristicRead", characteristic.toString());
            //For each read, pass the data up to the UI thread to update the display
            if (HUMIDITY_DATA_CHAR.equals(characteristic.getUuid())) {
                mHandler.sendMessage(Message.obtain(null, MSG_HUMIDITY, characteristic));
            }
            if (MAGNETO_DATA_CHAR.equals(characteristic.getUuid())) {
                mHandler.sendMessage(Message.obtain(null, MSG_MAGNETO, characteristic));
            }
            if (PRESSURE_DATA_CHAR.equals(characteristic.getUuid())) {
                mHandler.sendMessage(Message.obtain(null, MSG_PRESSURE, characteristic));
            }
            if (PRESSURE_CAL_CHAR.equals(characteristic.getUuid())) {
                mHandler.sendMessage(Message.obtain(null, MSG_PRESSURE_CAL, characteristic));
            }

            //After reading the initial value, next we enable notifications
            setNotifyNextSensor(gatt);
        }

        @Override
        public void onCharacteristicWrite(BluetoothGatt gatt, BluetoothGattCharacteristic characteristic, int status) {
            //After writing the enable flag, next we read the initial value
            readNextSensor(gatt);
        }

        @Override
        public void onCharacteristicChanged(BluetoothGatt gatt, BluetoothGattCharacteristic characteristic) {
            /*
            * After notifications are enabled, all updates from the device on characteristic
            * value changes will be posted here.  Similar to read, we hand these up to the
            * UI thread to update the display.
            */
            if (HUMIDITY_DATA_CHAR.equals(characteristic.getUuid())) {
                mHandler.sendMessage(Message.obtain(null, MSG_HUMIDITY, characteristic));
            }
            if (MAGNETO_DATA_CHAR.equals(characteristic.getUuid())) {
                mHandler.sendMessage(Message.obtain(null, MSG_MAGNETO, characteristic));
            }
            if (PRESSURE_DATA_CHAR.equals(characteristic.getUuid())) {
                mHandler.sendMessage(Message.obtain(null, MSG_PRESSURE, characteristic));
            }
            if (PRESSURE_CAL_CHAR.equals(characteristic.getUuid())) {
                mHandler.sendMessage(Message.obtain(null, MSG_PRESSURE_CAL, characteristic));
            }
        }

        @Override
        public void onDescriptorWrite(BluetoothGatt gatt, BluetoothGattDescriptor descriptor, int status) {
            //Once notifications are enabled, we move to the next sensor and start over with enable
            advance();
            enableNextSensor(gatt);
        }

        @Override
        public void onReadRemoteRssi(BluetoothGatt gatt, int rssi, int status) {
            Log.d(TAG, "Remote RSSI: " + rssi);
        }

        private String connectionState(int status) {
            switch (status) {
                case BluetoothProfile.STATE_CONNECTED:
                    return "Connected";
                case BluetoothProfile.STATE_DISCONNECTED:
                    return "Disconnected";
                case BluetoothProfile.STATE_CONNECTING:
                    return "Connecting";
                case BluetoothProfile.STATE_DISCONNECTING:
                    return "Disconnecting";
                default:
                    return String.valueOf(status);
            }
        }
    };


    /*
    * We have a Handler to process event results on the main thread
    */
    private static final int MSG_HUMIDITY = 101;
    private static final int MSG_PRESSURE = 102;
    private static final int MSG_PRESSURE_CAL = 103;
    private static final int MSG_MAGNETO = 104;
    private static final int MSG_PROGRESS = 201;
    private static final int MSG_DISMISS = 202;
    private static final int MSG_CLEAR = 301;
    private Handler mHandler = new Handler() {
        @Override
        public void handleMessage(Message msg) {
            BluetoothGattCharacteristic characteristic;
            switch (msg.what) {
                case MSG_HUMIDITY:
                    characteristic = (BluetoothGattCharacteristic) msg.obj;
                    if (characteristic.getValue() == null) {
                        Log.w(TAG, "Error obtaining humidity value");
                        return;
                    }
                    updateHumidityValues(characteristic);
                    break;
                case MSG_MAGNETO:
                    characteristic = (BluetoothGattCharacteristic) msg.obj;
                    if (characteristic.getValue() == null) {
                        Log.w(TAG, "Error obtaining magneto value");
                        return;
                    }
                    updateMagnetoValues(characteristic);
                    break;
                case MSG_PRESSURE:
                    characteristic = (BluetoothGattCharacteristic) msg.obj;
                    if (characteristic.getValue() == null) {
                        Log.w(TAG, "Error obtaining pressure value");
                        return;
                    }
                    updatePressureValue(characteristic);
                    break;
                case MSG_PRESSURE_CAL:
                    characteristic = (BluetoothGattCharacteristic) msg.obj;
                    if (characteristic.getValue() == null) {
                        Log.w(TAG, "Error obtaining cal value");
                        return;
                    }
                    updatePressureCals(characteristic);
                    break;
                case MSG_PROGRESS:
                    mProgress.setMessage((String) msg.obj);
                    if (!mProgress.isShowing()) {
                        mProgress.show();
                    }
                    break;
                case MSG_DISMISS:
                    mProgress.hide();
                    break;
                case MSG_CLEAR:
                    clearDisplayValues();
                    break;
            }
        }
    };

    /* Methods to extract sensor data and update the UI */

    private void updateHumidityValues(BluetoothGattCharacteristic characteristic) {
        double humidity = SensorTagData.extractHumidity(characteristic);

        mHumidity.setText(String.format("%.0f%%", humidity));
    }

    ArrayList<Double> magnets = new ArrayList<>();
    double average = 0;
    int count = -1;
    int wait5 = 0;

    private void updateMagnetoValues(BluetoothGattCharacteristic characteristic) {
        double magnet = SensorTagData.extractMagnetoX(characteristic);
        Log.e("MAGNETO", "" + magnet);
        magnet = Math.abs(magnet);

        if (wait5 == 0) {

            if (magnet > average + 300 ||  magnet < average - 300) {
                wait5 = 6;

                count ++;
                mPressure.setText("" + count);
            }
        }
        else {
            wait5 --;
        }

        if (magnets.size() >= 5) {
            magnets.remove(0);
        }
        magnets.add(magnet);
        double sum = 0;
        for (int i = 0; i < magnets.size(); i++) {
            sum += magnets.get(i);
        }
        average = sum/magnets.size();
        average = magnets.get(2);

        //mHumidity.setText(String.format("%.0f%%", humidity));

    }

    private int[] mPressureCals;
    private void updatePressureCals(BluetoothGattCharacteristic characteristic) {
        mPressureCals = SensorTagData.extractCalibrationCoefficients(characteristic);
    }

    private void updatePressureValue(BluetoothGattCharacteristic characteristic) {
        if (mPressureCals == null) return;
        double pressure = SensorTagData.extractBarometer(characteristic, mPressureCals);
        double temp = SensorTagData.extractBarTemperature(characteristic, mPressureCals);

        mTemperature.setText(String.format("%.1f\u00B0C", temp));
        mPressure.setText(String.format("%.2f", pressure));
    }
}

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