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Wearable health monitoring system by using fuzzy logic heart-rate extraction 采用模糊逻辑提取可穿戴式心率监测系统
Pub Date : 2012-06-24 DOI: 10.1080/1931308X.2013.847621
Tomoya Tanaka, T. Fujita, K. Sonoda, M. Nii, K. Kanda, K. Maenaka, A. C. Kit, S. Okochi, K. Higuchi
Continuous human monitoring is substantially useful to realize a high QoL (quality of life) society. In the previous work, we fabricated a prototype system for monitoring an electrocardiograph (ECG), heart rate (HR), 3 axes human body acceleration, temperature for human body and human circumstances, simultaneously. These data are transmitted to the host PC and used for analyzing the human activities and conditions such as a heart rate variability (HRV). The HRV that calculated from HR is valuable for recognizing a mental or physical stress of human subjects. In this study, we demonstrate a fuzzy logic HR extraction algorithm on the prototype system to realize an autonomous HRV monitoring system. On-board fuzzy algorithm will reduce the communication traffic and improve an accuracy of the HR extraction. From the implementation result, the error ratio of the HR extraction is improved from 0.9 % to 0.4 %.
持续的人类监测对于实现高生活质量的社会是非常有用的。在之前的工作中,我们制作了一个原型系统,可以同时监测心电图(ECG)、心率(HR)、三轴人体加速度、人体温度和人体环境。这些数据被传输到主机PC,并用于分析人类活动和情况,如心率变异性(HRV)。由HR计算出的HRV对于识别人类受试者的精神或身体压力是有价值的。在本研究中,我们在原型系统上演示了一种模糊逻辑HR提取算法,以实现自主HRV监测系统。机载模糊算法可以减少通信流量,提高人力资源提取的准确性。从实施结果来看,HR提取的错误率由0.9%提高到0.4%。
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引用次数: 17
Analysis on the dynamic changes of landscape patterns of Longfeng wetland nature reserve in 1979–2008 1979-2008年龙峰湿地自然保护区景观格局动态变化分析
Pub Date : 2012-06-24 DOI: 10.4156/AISS.VOL5.ISSUE5.32
Yuandong Hu, Y. Wu, Beiming Cai, L. Da
Longfeng wetland reserve is one of China's largest urban wetland and plays a significant role in the sustainable development of the urban eco-environment in Daqing city. However, The landscape pattern of Longfeng wetland reserve has undergone a significant change as a result of accelerated urbanization. Remote sensing data (1979, 1989, 2001 and 2008) and GIS were utilized as basic information resource and ancillary tool for the analysis. Dynamic change of landscape structure at the wetland reserve of Longfeng was analyzed by using indices such as TN.P(total patch area), NP(number of patches), PL.A.N.D(percentage of landscape), PD(patch density), LS.I(landscape shape index), SH.D.I(Shannon's diversity index), DI(patch richness), PA.F.D(perimeter-area fractal Dimension) and etc. As the result that swamp as the landscape matrix controlled the matter and energy flowing. The result of landscape analysis indicates that the area of swamp decreased, but the patch number increased rapidly in recent 30 years. The area was fragmented due to the decreasing of the landscape dominance. SH.D.I increased implies the landscape type is becoming more diverse in the area from 1979 to 2008. Although the rate of wetland diminishing was kept by the related protection laws, the wetland decreasing in area is still remained vulnerable. Therefore, the plan for protecting the reserve should be further strengthened and sustainable utilization will be the final goal.
龙峰湿地保护区是中国最大的城市湿地之一,在大庆市城市生态环境可持续发展中发挥着重要作用。然而,随着城市化进程的加快,龙峰湿地保护区的景观格局发生了显著变化。利用遥感数据(1979年、1989年、2001年和2008年)和GIS作为基础信息资源和辅助分析工具。采用总斑块面积(TN.P)、斑块数(NP)、斑块数(PL.A.N)等指标分析了龙峰湿地保护区景观结构的动态变化。D(景观百分比),PD(斑块密度),LS。I(景观形态指数),SH.D.;I(Shannon’s多样性指数),DI(斑块丰富度),PA.F。D(周长-面积分形维数)等。结果,沼泽作为景观基质控制着物质和能量的流动。景观分析结果表明,近30 a来湿地面积减少,斑块数量增加较快。由于景观优势度的降低,区域呈现破碎化。1979 - 2008年,景深指数的增加表明该地区景观类型呈现多样化趋势。虽然湿地的减少速度得到了相关保护法规的控制,但湿地面积的减少仍然是脆弱的。因此,应进一步加强保护区的保护规划,以可持续利用为最终目标。
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引用次数: 0
Visual control for memory-based navigation using the trifocal tensor 使用三焦张量的基于记忆的导航视觉控制
Pub Date : 2012-06-24 DOI: 10.1080/10798587.2014.906378
H. Becerra
In this paper, we present a control scheme for visual path-following of wheeled mobile robots based on a robust geometric constraint: the trifocal tensor (TT). The proposed control law only needs one element of the TT as feedback information, which is computed from the current and the target images along the sequence of the visual path. The scheme is valid for images captured by cameras having approximately a unique center of projection, e.g., conventional, central catadioptric and some fisheye cameras. The benefits of the proposed scheme are that explicit pose parameters decomposition is not required and the rotational velocity is smooth or eventually piece-wise constant avoiding discontinuities that generally appear when a new target image must be reached. Additionally, the translational velocity is adapted as required for the path. The validity and performance of the approach is shown through realistic simulations using synthetic images.
本文提出了一种基于鲁棒几何约束的轮式移动机器人视觉路径跟踪控制方案:三焦张量(TT)。所提出的控制律只需要TT的一个元素作为反馈信息,该反馈信息由当前图像和目标图像沿视觉路径序列计算得到。该方案适用于由具有近似唯一投影中心的相机捕获的图像,例如,传统的、中央反射式和一些鱼眼相机。该方案的优点是不需要明确的位姿参数分解,并且旋转速度是平滑的或最终是分段恒定的,避免了通常在必须到达新目标图像时出现的不连续。此外,平移速度根据路径的需要进行调整。仿真结果表明了该方法的有效性和有效性。
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引用次数: 5
Analysis on interference impact of WiFi on DTV WiFi对数字电视的干扰影响分析
Pub Date : 2011-11-30 DOI: 10.7840/KICS.2011.36B.11.1357
Yanming Cheng, Kai Wang, I. Lee, Inkyoung Cho
TV White Spaces (TVWS) are freed up when transition from analog television to Digital Television (DTV). Some wireless communications are allowable to operate in TVWSs, such unlicensed Wireless Fidelity (WiFi). Because TVWSs are located in the VHF and UHF bands, TVWSs can provide significantly better coverage and wall penetration inside buildings and other structures than the 2.4GHz and 5GHz WiFi frequencies currently in use. Therefore, this paper assumes that WiFi will be deployed in TVWSs. However, the interference impact of WiFi on DTV has to be taken into account. The interference probability in DTV receiver was evaluated by using Spectrum Engineering Advanced Monte-Carlo Analysis Tool (SEAMCAT). As results, if the interference probability of 5% is acceptable to DTV receiver, when 20 WiFi UEs are simultaneously operating at the maximum transmit power of 23 dBm and the guard band is 22 MHz, the protection distance should be at least 6 km.
当模拟电视向数字电视过渡时,电视空白空间(TVWS)被释放出来。有些无线通信是允许在电视无线网络中运行的,例如未经许可的无线保真(WiFi)。由于TVWSs位于VHF和UHF频段,因此与目前使用的2.4GHz和5GHz WiFi频率相比,TVWSs可以在建筑物和其他结构内提供更好的覆盖和穿墙能力。因此,本文假设WiFi将在TVWSs中部署。但是,WiFi对数字电视的干扰影响是必须考虑的。利用频谱工程高级蒙特卡罗分析工具(seamat)对数字电视接收机的干扰概率进行了评估。因此,在数字电视接收机可以接受5%干扰概率的情况下,当20台WiFi终端同时工作,最大发射功率为23dbm,保护频段为22mhz时,保护距离至少为6km。
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引用次数: 0
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World Automation Congress 2012
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