MFC分组平均法数据平滑曲线实例

使用高精度定时器0.01秒定时采样数据,每10个数据即0.1秒时为一组,采集的数据累加求和除以10即10个数的平均数。

需要解决时间对齐问题:使用m_dGroupStartTime记录每组开始时间,严格按当前时间>= 开始时间 + 0.1s判断组边界,中点时间= m_dGroupStartTime + 0.05s。

相关代码:

cpp 复制代码
// 初始化第一组
    if(m_nGroupCount == 0) {
        m_dGroupStartTime = time;
    }    
    // 累加当前值
    m_dSum += value;
    m_nGroupCount++;
    
    // 检查是否达到0.1秒(10个点0.01s间隔)
    if(time >= m_dGroupStartTime + 0.1) {
        double avg = m_dSum / m_nGroupCount;
        double displayTime = m_dGroupStartTime + 0.05;  // 中点时间
        
        ...//(avg,displayTime)坐标点输出曲线
        
        // 重置分组
        m_dSum = 0.0;
        m_nGroupCount = 0;
        m_dGroupStartTime = time;
    }

该实例使用iPlotX控件、高精度定时器类、线程、消息投递。

MyTimer_add_1Dlg.h

cpp 复制代码
// MyTimer_add_1Dlg.h : header file
//
#include "CElapsed.h"
//{{AFX_INCLUDES()
#include "iplotx.h"
#include "iplotchannelx.h"
#include "iPlotAxisX.h"
//}}AFX_INCLUDES
#if !defined(AFX_MYTIMER_ADD_1DLG_H__B3832BFC_E15C_4B27_98C8_BDF7C1E46251__INCLUDED_)
#define AFX_MYTIMER_ADD_1DLG_H__B3832BFC_E15C_4B27_98C8_BDF7C1E46251__INCLUDED_

#if _MSC_VER > 1000
#pragma once
#endif // _MSC_VER > 1000

/////////////////////////////////////////////////////////////////////////////
// CMyTimer_add_1Dlg dialog

class CMyTimer_add_1Dlg : public CDialog
{
// Construction
public:
	CMyTimer_add_1Dlg(CWnd* pParent = NULL);	// standard constructor

// Dialog Data
	//{{AFX_DATA(CMyTimer_add_1Dlg)
	enum { IDD = IDD_MYTIMER_ADD_1_DIALOG };
	CiPlotX	m_ctrlPlot_1;
	//}}AFX_DATA

	// ClassWizard generated virtual function overrides
	//{{AFX_VIRTUAL(CMyTimer_add_1Dlg)
	protected:
	virtual void DoDataExchange(CDataExchange* pDX);	// DDX/DDV support
	//}}AFX_VIRTUAL
    void UpdateDisplay(double dRemainingTime);
    void StopTimer();     // 停止计时器的内部函数

    CElapsed m_elapsedTimer;  // 高精度计时器
    double m_dInputTime;      // 输入的总时间(秒)
    double m_dElapsedTime;    // 已过去的时间(秒)
    bool m_bRunning;          // 计时器是否在运行
    bool m_bThreadRunning;    // 更新线程是否在运行
    static UINT TimerThreadProc(LPVOID pParam); // 计时器线程函数
    CWinThread* m_pTimerThread; // 计时器线程指针
    void DoThreadWork();
	int  m_nGroupCount;
    double m_dGroupStartTime,m_dSum,avg,displayTime,value;

// Implementation
protected:
	HICON m_hIcon;
private:
    double m_dFinalTime;       // 记录停止时的最终时间
    bool m_bCompleted;         // 标记计时是否已完成   
	// Generated message map functions
	//{{AFX_MSG(CMyTimer_add_1Dlg)
	virtual BOOL OnInitDialog();
	afx_msg void OnSysCommand(UINT nID, LPARAM lParam);
	afx_msg void OnPaint();
	afx_msg HCURSOR OnQueryDragIcon();
	afx_msg void OnButtonStart();
	afx_msg void OnButtonStop();
	afx_msg LRESULT OnUpdateDisplay(WPARAM wParam, LPARAM lParam);
	//}}AFX_MSG
	DECLARE_MESSAGE_MAP()
			enum { WM_UPDATE_DISPLAY = WM_USER + 100 };

};

//{{AFX_INSERT_LOCATION}}
// Microsoft Visual C++ will insert additional declarations immediately before the previous line.

#endif // !defined(AFX_MYTIMER_ADD_1DLG_H__B3832BFC_E15C_4B27_98C8_BDF7C1E46251__INCLUDED_)

MyTimer_add_1Dlg.cpp

cpp 复制代码
// MyTimer_add_1Dlg.cpp : implementation file
//

#include "stdafx.h"
#include "MyTimer_add_1.h"
#include "MyTimer_add_1Dlg.h"
#include <math.h>
#ifdef _DEBUG
#define new DEBUG_NEW
#undef THIS_FILE
static char THIS_FILE[] = __FILE__;
#endif

/////////////////////////////////////////////////////////////////////////////
// CAboutDlg dialog used for App About

class CAboutDlg : public CDialog
{
public:
	CAboutDlg();

// Dialog Data
	//{{AFX_DATA(CAboutDlg)
	enum { IDD = IDD_ABOUTBOX };
	//}}AFX_DATA

	// ClassWizard generated virtual function overrides
	//{{AFX_VIRTUAL(CAboutDlg)
	protected:
	virtual void DoDataExchange(CDataExchange* pDX);    // DDX/DDV support
	//}}AFX_VIRTUAL

// Implementation
protected:
	//{{AFX_MSG(CAboutDlg)
	//}}AFX_MSG
	DECLARE_MESSAGE_MAP()
};

CAboutDlg::CAboutDlg() : CDialog(CAboutDlg::IDD)
{
	//{{AFX_DATA_INIT(CAboutDlg)
	//}}AFX_DATA_INIT
}

void CAboutDlg::DoDataExchange(CDataExchange* pDX)
{
	CDialog::DoDataExchange(pDX);
	//{{AFX_DATA_MAP(CAboutDlg)
	//}}AFX_DATA_MAP
}

BEGIN_MESSAGE_MAP(CAboutDlg, CDialog)
	//{{AFX_MSG_MAP(CAboutDlg)
		// No message handlers
	//}}AFX_MSG_MAP
END_MESSAGE_MAP()

/////////////////////////////////////////////////////////////////////////////
// CMyTimer_add_1Dlg dialog

CMyTimer_add_1Dlg::CMyTimer_add_1Dlg(CWnd* pParent /*=NULL*/)
	: CDialog(CMyTimer_add_1Dlg::IDD, pParent)
{
	//{{AFX_DATA_INIT(CMyTimer_add_1Dlg)
	m_bRunning = false;
    m_bThreadRunning = false;
    m_pTimerThread = NULL;
    m_dInputTime = 0.0;
    m_dElapsedTime = 0.0;
    m_dFinalTime = 0.0;        // 初始化最终时间
    m_bCompleted = false;      // 初始化完成状态
	//}}AFX_DATA_INIT
	// Note that LoadIcon does not require a subsequent DestroyIcon in Win32
	m_hIcon = AfxGetApp()->LoadIcon(IDR_MAINFRAME);
}

void CMyTimer_add_1Dlg::DoDataExchange(CDataExchange* pDX)
{
	CDialog::DoDataExchange(pDX);
	//{{AFX_DATA_MAP(CMyTimer_add_1Dlg)
	DDX_Control(pDX, IDC_IPLOTX1, m_ctrlPlot_1);
	//}}AFX_DATA_MAP
}

BEGIN_MESSAGE_MAP(CMyTimer_add_1Dlg, CDialog)
	//{{AFX_MSG_MAP(CMyTimer_add_1Dlg)
	ON_WM_SYSCOMMAND()
	ON_WM_PAINT()
	ON_WM_QUERYDRAGICON()
	ON_BN_CLICKED(IDC_BUTTON_START, OnButtonStart)
	ON_BN_CLICKED(IDC_BUTTON_STOP, OnButtonStop)
	ON_MESSAGE(WM_UPDATE_DISPLAY, OnUpdateDisplay)

	//}}AFX_MSG_MAP
END_MESSAGE_MAP()

/////////////////////////////////////////////////////////////////////////////
// CMyTimer_add_1Dlg message handlers

BOOL CMyTimer_add_1Dlg::OnInitDialog()
{
	CDialog::OnInitDialog();

	// Add "About..." menu item to system menu.

	// IDM_ABOUTBOX must be in the system command range.
	ASSERT((IDM_ABOUTBOX & 0xFFF0) == IDM_ABOUTBOX);
	ASSERT(IDM_ABOUTBOX < 0xF000);

	CMenu* pSysMenu = GetSystemMenu(FALSE);
	if (pSysMenu != NULL)
	{
		CString strAboutMenu;
		strAboutMenu.LoadString(IDS_ABOUTBOX);
		if (!strAboutMenu.IsEmpty())
		{
			pSysMenu->AppendMenu(MF_SEPARATOR);
			pSysMenu->AppendMenu(MF_STRING, IDM_ABOUTBOX, strAboutMenu);
		}
	}

	// Set the icon for this dialog.  The framework does this automatically
	//  when the application's main window is not a dialog
	SetIcon(m_hIcon, TRUE);			// Set big icon
	SetIcon(m_hIcon, FALSE);		// Set small icon
	
	// TODO: Add extra initialization here
	
	return TRUE;  // return TRUE  unless you set the focus to a control
}

void CMyTimer_add_1Dlg::OnSysCommand(UINT nID, LPARAM lParam)
{
	if ((nID & 0xFFF0) == IDM_ABOUTBOX)
	{
		CAboutDlg dlgAbout;
		dlgAbout.DoModal();
	}
	else
	{
		CDialog::OnSysCommand(nID, lParam);
	}
}

// If you add a minimize button to your dialog, you will need the code below
//  to draw the icon.  For MFC applications using the document/view model,
//  this is automatically done for you by the framework.

void CMyTimer_add_1Dlg::OnPaint() 
{
	if (IsIconic())
	{
		CPaintDC dc(this); // device context for painting

		SendMessage(WM_ICONERASEBKGND, (WPARAM) dc.GetSafeHdc(), 0);

		// Center icon in client rectangle
		int cxIcon = GetSystemMetrics(SM_CXICON);
		int cyIcon = GetSystemMetrics(SM_CYICON);
		CRect rect;
		GetClientRect(&rect);
		int x = (rect.Width() - cxIcon + 1) / 2;
		int y = (rect.Height() - cyIcon + 1) / 2;

		// Draw the icon
		dc.DrawIcon(x, y, m_hIcon);
	}
	else
	{
		CDialog::OnPaint();
	}
}

// The system calls this to obtain the cursor to display while the user drags
//  the minimized window.
HCURSOR CMyTimer_add_1Dlg::OnQueryDragIcon()
{
	return (HCURSOR) m_hIcon;
}

void CMyTimer_add_1Dlg::OnButtonStart() 
{
	m_ctrlPlot_1.RemoveAllChannels();
 m_ctrlPlot_1.AddChannel();
	m_nGroupCount=0;
    m_dSum = 0.0;	
if (m_bRunning) return;
     // 重置状态
    m_bCompleted = false;
    m_dFinalTime = 0.0;
    // 获取编辑框中输入的时间(秒)
    CString strTime;
    GetDlgItemText(IDC_EDIT_INPUT, strTime);
    m_dInputTime = atof(strTime);
    
    if (m_dInputTime <= 0.0)
    {
        MessageBox(_T("请输入有效的时间(大于0)"), _T("错误"), MB_ICONERROR);
        return;
    }
    
    // 重置计时器
    m_elapsedTimer.Start();
    m_bRunning = true;
    m_bThreadRunning = true;
    
    // 启动前先更新一次显示
   // UpdateDisplay(m_dInputTime);
UpdateDisplay(0.0);
    // 启动计时器线程
 //   m_bThreadRunning = true;
    m_pTimerThread = AfxBeginThread(TimerThreadProc, this, THREAD_PRIORITY_NORMAL);
	
}

void CMyTimer_add_1Dlg::OnButtonStop() 
{

if (!m_bRunning) return;
  if (m_bCompleted)
    {
        UpdateDisplay(m_dFinalTime);
        return;
    }
    
    
    StopTimer();
   double dCurrentTime = m_elapsedTimer.NowSec();  
    // 显示停止时的当前值
    UpdateDisplay(dCurrentTime);
	
}

void CMyTimer_add_1Dlg::StopTimer()
{
    if (!m_bRunning) return;
    
    m_bThreadRunning = false;
    m_bRunning = false;
    
    if (m_pTimerThread)
    {
        WaitForSingleObject(m_pTimerThread->m_hThread, 1000);
        m_pTimerThread = NULL;
    }
}

LRESULT CMyTimer_add_1Dlg::OnUpdateDisplay(WPARAM wParam, LPARAM lParam)
{
    double dRemainingTime = *(double*)wParam;
    UpdateDisplay(dRemainingTime);
    return 0;
}

void CMyTimer_add_1Dlg::UpdateDisplay(double dElapsedTime)
{
    CString strTime;
//	  double dDisplayTime = min(dElapsedTime, m_dInputTime);
    strTime.Format(_T("%.2f"),dElapsedTime); // 保持0.01秒精度
    SetDlgItemText(IDC_STATIC_DISPLAY, strTime);
}

UINT CMyTimer_add_1Dlg::TimerThreadProc(LPVOID pParam)
{
    CMyTimer_add_1Dlg* pDlg = (CMyTimer_add_1Dlg*)pParam;
   
    while (pDlg->m_bThreadRunning)
    {
		 pDlg->DoThreadWork();
        
    }
     pDlg->StopTimer();
    return 0;
}


void CMyTimer_add_1Dlg::DoThreadWork()
{
	 const double UPDATE_INTERVAL = 0.01; // 0.01秒更新间隔    
    CElapsed updateTimer;
    updateTimer.Start();    
    double dElapsedTime = m_elapsedTimer.NowSec();
	 if(m_nGroupCount == 0) 
	   {
        m_dGroupStartTime = dElapsedTime;
		}
	 value = 20.0 * sin(2 * 3.14159 * 1.0 * m_dGroupStartTime) 
                + (rand() % 100 - 50) * 0.02;  // 添加±1%噪声
 //m_ctrlPlot_1.GetChannel(0).AddXY(dElapsedTime,value);// 在iPlotX控件上绘制
     m_dSum += value ;
     m_nGroupCount++;

	 
	 if(dElapsedTime >= m_dGroupStartTime + 0.1 )
	 {
        avg = m_dSum / m_nGroupCount;
        displayTime = m_dGroupStartTime + 0.05;  // 中点时间
        
  	              
             m_ctrlPlot_1.GetChannel(0).AddXY(displayTime,avg);// 在iPlotX控件上绘制
     
        
        // 重置分组
        m_dSum = 0.0;
        m_nGroupCount = 0;
        m_dGroupStartTime =dElapsedTime;
    }
        
        // 发送当前经过的时间值
        double* pCurrentTime = new double(dElapsedTime);
        PostMessage(WM_UPDATE_DISPLAY, (WPARAM)pCurrentTime, 0);
		 
 
        // 如果达到输入时间,自动停止
        if (dElapsedTime >=m_dInputTime)
        {
           m_bCompleted = true;      // 标记计时完成
           m_dFinalTime =m_dInputTime; // 记录最终时间
           m_bThreadRunning = false;
            
            // 发送最后一次更新,确保显示正确的时间
            double* pFinalTime = new double(m_dFinalTime);
            PostMessage(WM_UPDATE_DISPLAY, (WPARAM)pFinalTime, 0);
        
        }
        
        // 精确等待
        double dWaitTime = UPDATE_INTERVAL - fmod(updateTimer.NowSec(), UPDATE_INTERVAL);
        if (dWaitTime > 0)
        {
            Sleep(static_cast<DWORD>(dWaitTime * 1000));
        }
}

运行程序

没有使用分组平均法数据曲线

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