Unity下计步器Pedometer的实现
1.环境
unity2018,Android(小米5)
2.原理
加速度传感器的计步算法Pedometer
3.实现
注释写的很清楚了应该
using UnityEngine;
using UnityEngine.Networking;
using UnityEngine.UI;
#pragma warning disable CS0618
public class pedometer : MonoBehaviour
{
public Text statusText,stepsText;
public float lowLimit = 0.005f; //平缓
public float highLimit = 0.1f; // 走路时的波峰波谷
public float vertHighLimit = 0.25f;//跳跃时的波峰波谷
private bool isHigh = false; // 状态
private float filterCurrent = 10.0f; // 滤波参数 得到拟合值
private float filterAverage = 0.1f; // 滤波参数 得到均值
private float accelerationCurrent = 0f; //拟合值
private float accelerationAverage = 0f;//均值
private int steps = 0; // 步数
private int oldSteps;
private float deltaTime = 0f;//计时器
private int jumpCount = 0;//跳跃数
private int oldjumpCount = 0;
private bool startTimer = false;//开始计时
private bool isWalking = false;
private bool isJumping = false;
void Awake()
{
accelerationAverage = Input.acceleration.magnitude;
oldSteps = steps;
oldjumpCount =jumpCount ;
}
void Update()
{
checkWalkingAndJumping(); // 检测是否行走
if (isWalking)
{
statusText.text = ("状态:行走");
}
else if (!isWalking)
{
statusText.text = ("状态:不动");
}
if (isJumping)
{
statusText.text = ("状态:跳跃");
}
}
void FixedUpdate()
{
//通过Lerp对Input.acceleration.magnitude(加速度标量和)滤波
//这里使用线性插值的公式正好为EMA一次指数滤波 y[i]=y[i-1]+(x[i]-y[i])*k=(1-k)*y[i]+kx[i]
accelerationCurrent = Mathf.Lerp(accelerationCurrent, Input.acceleration.magnitude, Time.deltaTime * filterCurrent);
accelerationAverage = Mathf.Lerp(accelerationAverage, Input.acceleration.magnitude, Time.deltaTime * filterAverage);
float delta = accelerationCurrent - accelerationAverage; // 获取差值,即坡度
if (!isHigh)
{
if (delta > highLimit)//往高
{
isHigh = true;
steps++;
stepsText.text = "步数: " + steps+"\n跳跃数:"+jumpCount;
}
if(delta>vertHighLimit)
{
isHigh = true;
jumpCount++;
stepsText.text = "步数: " + steps + "\n跳跃数:" + jumpCount;
}
}
else
{
if (delta < lowLimit)//往低
{
isHigh = false;
}
}
}
private void checkWalkingAndJumping()
{
if ((steps != oldSteps)||(oldjumpCount != jumpCount))
{
startTimer = true;
deltaTime = 0f;
}
if (startTimer)//计时器,让更新UI的慢一点,因为你不可能走路只用一帧的时间QAQ
{
deltaTime += Time.deltaTime;
if (deltaTime != 0)
{
if (oldjumpCount != jumpCount)//检测是否是跳跃
isJumping = true;
else
isWalking = true;
}
if (deltaTime > 2)
{
deltaTime = 0F;
startTimer = false;
}
}
else if (!startTimer)
{
isWalking = false;
isJumping = false;
}
oldSteps = steps;
oldjumpCount = jumpCount;
}
}
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