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    • 1. 发明申请
    • METHOD AND APPARATUS FOR ESTIMATING PHYSIOLOGICAL PARAMETERS USING MODEL-BASED ADAPTIVE FILTERING
    • 使用基于模型的自适应滤波估计生理参数的方法和装置
    • US20110071375A1
    • 2011-03-24
    • US12953262
    • 2010-11-23
    • Clark R. Baker, JR.Thomas J. Yorkey
    • Clark R. Baker, JR.Thomas J. Yorkey
    • A61B5/1455
    • A61B5/7203A61B5/0075A61B5/024A61B5/02416A61B5/14551A61B5/14552A61B5/7207A61B5/7239A61B5/725H03H21/003
    • A method and apparatus for reducing the effects of noise on a system for measuring physiological parameters, such as, for example, a pulse oximeter. The method and apparatus of the invention take into account the physical limitations on various physiological parameters being monitored when weighting and averaging a series of measurements. Varying weights are assigned different measurements, measurements are rejected, and the averaging period is adjusted according to the reliability of the measurements. Similarly, calculated values derived from analyzing the measurements are also assigned varying weights and averaged over adjustable periods. More specifically, a general class of filters such as, for example, Kalman filters, is employed in processing the measurements and calculated values. The filters use mathematical models which describe how the physiological parameters change in time, and how these parameters relate to measurement in a noisy environment. The filters adaptively modify a set of averaging weights to optimally estimate the physiological parameters.
    • 一种用于减少噪声对用于测量生理参数的系统的影响的方法和装置,例如脉搏血氧计。 本发明的方法和装置考虑到当加权和平均一系列测量时监测的各种生理参数的物理限制。 不同的权重被分配不同的测量,测量被拒绝,平均期间根据测量的可靠性进行调整。 类似地,从分析测量得到的计算值也被赋予变化的权重并且在可调周期上平均。 更具体地,在处理测量值和计算值时,采用一般的滤波器类,例如卡尔曼滤波器。 过滤器使用描述生理参数如何随时间变化的数学模型,以及这些参数如何与嘈杂环境中的测量相关。 滤波器自适应地修改一组平均权重以最佳地估计生理参数。
    • 3. 发明授权
    • Condensed oximeter system with noise reduction software
    • 冷凝血氧仪系统采用降噪软件
    • US5351685A
    • 1994-10-04
    • US740362
    • 1991-08-05
    • Robert S. Potratz
    • Robert S. Potratz
    • A61B5/00
    • A61B5/14551A61B5/7239A61B5/7207
    • A compact pulse oximetry system which separates the combined signal into its respective AC and DC components. By separating the signal into AC and DC components, a smaller order bit A/D converter may be used while still maintaining signal accuracy. Instead of using the combined signal to calculate the oxygen saturation content, the system microprocessor computes the Ratio of Ratios using the derivative of the separated AC component of the diffused signal to calculate the oxygen saturation of the measured fluid. To calculate the Ratio of Ratios, a ratio of the derivative value of the separated AC component is used. Instead of taking a single sample between the peak and valley of the signal, the oximeter system samples each value. To decrease the effect of system noise, a linear regression is performed over each sample.
    • 一种紧凑型脉搏血氧饱和度测定系统,将组合信号分离成其各自的AC和DC分量。 通过将信号分离成AC和DC分量,可以使用较小的订单位A / D转换器,同时仍保持信号精度。 代替使用组合信号计算氧饱和度含量,系统微处理器使用扩散信号的分离的AC分量的导数计算比率比,以计算测量流体的氧饱和度。 为了计算比率,使用分离的AC分量的导数值的比率。 不是在信号的峰谷之间采集单个样本,血氧仪系统会对每个值进行采样。 为了降低系统噪声的影响,对每个样本进行线性回归。
    • 6. 发明授权
    • Multiple region pulse oximetry probe and oximeter
    • 多区域脉搏血氧饱和度探头和血氧计
    • US5218962A
    • 1993-06-15
    • US685414
    • 1991-04-15
    • Paul D. MannheimerD. Christopher ChungCarl Ritson
    • Paul D. MannheimerD. Christopher ChungCarl Ritson
    • A61B5/00
    • A61B5/1464A61B5/14542A61B5/6853A61B5/6885
    • A first light emitting element directs light through a first region of tissue, a second light emitting element directs light through a second region of tissue that is spatially distinct from the first region of tissue, and a photodetector detects light traveling through the first and second regions. First and second oxygen saturation values are calculated from the amount of light detected from the first and second regions of tissue, respectively. A difference calculating unit calculates a difference value which represents how much the first oxygen saturation value differs from the second oxygen saturation value, and a comparator compares the difference value to a threshold value. A threshold indicating signal is provided when the difference value has a selected mathematical relationship (e.g., less than or equal) to the threshold value.
    • 第一发光元件引导光通过组织的第一区域,第二发光元件引导光通过与组织的第一区域在空间上不同的组织的第二区域,并且光电检测器检测穿过第一和第二区域的光 。 从分别从组织的第一和第二区域检测的光量计算第一和第二氧饱和度值。 差分计算单元计算表示第一氧饱和度值与第二氧饱和度值不同的差值,并且比较器将差值与阈值进行比较。 当差值具有选择的数学关系(例如,小于或等于)阈值时,提供阈值指示信号。
    • 8. 发明授权
    • Pulse oximeter monitor
    • 脉搏血氧仪监护仪
    • US4653498A
    • 1987-03-31
    • US867005
    • 1986-05-20
    • William New, Jr.James E. Corenman
    • William New, Jr.James E. Corenman
    • A61B5/00A61B5/02
    • A61B5/14551A61B2505/03
    • A display monitor is disclosed for a pulse oximeter of the type wherein light of two different wavelengths is passed through body tissue, such as a finger, an ear or the scalp, so as to be modulated by the pulsatile component of arterial blood therein and thereby indicate oxygen saturation. A tonal signal is emitted having a pitch proportional to the ratio of oxygen saturation and a sequential repetition proportional to pulse. A visual cue consisting of an array of strobed light emitting diodes is flashed having a total light output proportional to the magnitude of the pulse and a sequential flashing rate proportional to pulse rate. A systematic rejection of extraneous or irregular detected data prevents undue sounding of alarms.
    • 公开了一种用于脉冲血氧计的显示监视器,其中两种不同波长的光通过诸如手指,耳朵或头皮的身体组织,以便由其中的动脉血的脉动分量调节,从而 表示氧饱和度。 发出具有与氧饱和度的比例成比例的音调和与脉冲成比例的顺序重复的音调信号。 闪烁了由阵列的选通发光二极管组成的视觉提示,其总光输出与脉冲的幅度成正比,顺序的闪烁速率与脉率成比例。 系统地拒绝外部或不正确的检测数据可以防止警报的不适当的声音。
    • 9. 发明申请
    • Pulse oximeter sensor off detector
    • 脉搏血氧计传感器关闭检测器
    • US20040158135A1
    • 2004-08-12
    • US10775497
    • 2004-02-09
    • Nellcor Incorporated, a Delaware corporation
    • Clark R. Baker JR.Thomas J. Yorkey
    • A61B005/00
    • A61B5/7203A61B5/0075A61B5/024A61B5/02416A61B5/14551A61B5/14552A61B5/7207A61B5/7239A61B5/725G06F19/00H03H21/003
    • A method and apparatus for reducing the effects of noise on a system for measuring physiological parameters, such as, for example, a pulse oximeter. The method and apparatus of the invention take into account the physical limitations on various physiological parameters being monitored when weighting and averaging a series of measurements. Varying weights are assigned different measurements, measurements are rejected, and the averaging period is adjusted according to the reliability of the measurements. Similarly, calculated values derived from analyzing the measurements are also assigned varying weights and averaged over adjustable periods. More specifically, a general class of filters such as, for example, Kalman filters, is employed in processing the measurements and calculated values. The filters use mathematical models which describe how the physiological parameters change in time, and how these parameters relate to measurement in a noisy environment. The filters adaptively modify a set of averaging weights to optimally estimate the physiological parameters.
    • 一种用于减少噪声对用于测量生理参数的系统的影响的方法和装置,例如脉搏血氧计。 本发明的方法和装置考虑到当加权和平均一系列测量时监测的各种生理参数的物理限制。 不同的权重被分配不同的测量,测量被拒绝,平均期间根据测量的可靠性进行调整。 类似地,从分析测量得到的计算值也被赋予变化的权重并且在可调周期上平均。 更具体地,在处理测量值和计算值时,采用一般的滤波器类,例如卡尔曼滤波器。 过滤器使用描述生理参数如何随时间变化的数学模型,以及这些参数如何与嘈杂环境中的测量相关。 滤波器自适应地修改一组平均权重以最佳地估计生理参数。