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Implementation of medical image segmentation using Virtex FPGA kit 用Virtex FPGA实现医学图像分割
R. Hemalatha, N. Santhiyakumari, S. Suresh
In the decade of technological advancement, the image processing techniques has made it possible to save lives of several beings. The diagnosis of cardiovascular involved in complex procedures whereas the analysis of blood vessels carried out. The image segmentation technique is used to eliminate such complexities in Ultrasound carotid image diagnosis. In this paper the implementation of segmented intima-media interface of the common carotid artery image has been proposed in real time Virtex Field Programmable Gate Array. The intima-media interface has been extracted using threshold segmentation technique. The pre-processing step is used to remove speckles present in the ultrasound carotid image and the morphological techniques can be used in segmentation algorithm with the aid of Aphelion Dev software. The resulting image has been implemented in Virtex which provides minimum hardware resources and low power consumption and is desirable for real time medical applications and analysis.
在科技进步的十年里,图像处理技术已经使拯救一些生物的生命成为可能。心血管的诊断涉及复杂的程序,而血管的分析进行。在超声颈动脉图像诊断中,采用图像分割技术消除了这种复杂性。本文提出了在实时Virtex现场可编程门阵列中实现颈总动脉图像的分割内-中膜接口。利用阈值分割技术提取内膜-中膜界面。预处理步骤用于去除超声颈动脉图像中的斑点,形态学技术可以在Aphelion Dev软件的帮助下用于分割算法。生成的图像已在Virtex中实现,它提供了最少的硬件资源和低功耗,是实时医疗应用和分析的理想选择。
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引用次数: 8
Variation-resilient CNFET-based 8T SRAM cell for ultra-low-power application 基于cnfet的超低功耗8T SRAM电池
S. Arif, S. Pal
Local and global process fluctuations causes increase in threshold voltage (V,) variation in ultra-short channel devices like CMOS. Therefore, it is not possible to operate the CMOS based 6-Transistor (6T) SRAM cell bellow 600 mV. Hence, to mitigate the effect of process fluctuations a CNFET based 8T SRAM cell is proposed in this article. Different design metrics of an SRAM cell are accessed for the proposed cell and to show its effectiveness, the design metrics are compared with its conventional counterpart. The proposed cell consumes 2.06× less power during hold mode and it also offers improvement in write delay (read delay) by 5.23× (4.41×) @ 200 mV compared to conventional CMOS based 8T cell. It depicts its robustness against process fluctuations by showing narrower spread in write delay (95.17%), read delay (75.20%) and hold power consumption (87.34%) for the same supply voltage. The proposed CNFET based 8T cell shows 59.41% higher read stability @ 400 mV than the CMOS based 8T SRAM cell.
在CMOS等超短通道器件中,局部和全局工艺波动导致阈值电压(V)变化增加。因此,在低于600 mV的电压下操作基于CMOS的6晶体管(6T) SRAM单元是不可能的。因此,为了减轻工艺波动的影响,本文提出了一种基于CNFET的8T SRAM单元。对于所提出的单元,访问了SRAM单元的不同设计指标,并将其设计指标与常规对应的设计指标进行比较,以显示其有效性。与传统的基于CMOS的8T电池相比,该电池在保持模式下消耗的功率降低了2.06倍,并且在写延迟(读延迟)方面也提高了5.23× (4.41×) @ 200 mV。它通过显示相同电源电压下更窄的写延迟(95.17%)、读延迟(75.20%)和保持功耗(87.34%)来描述其对过程波动的鲁棒性。所提出的基于CNFET的8T电池在400 mV时的读取稳定性比基于CMOS的8T SRAM电池高59.41%。
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引用次数: 3
Design of broadband microstrip array antenna 宽带微带阵列天线的设计
C. V. Ravi Sankar, P. Jayasree
A single feed Broadband Circularly polarized Microstrip patch antenna array, operating at C-band frequency, have been analyzed and designed. The antenna is mainly intended to be used for continuous command transmission. In order to avoid energy losses due to mismatch of linear polarized antennas, we choose circularly polarized antennas. The proposed antenna configuration is designed and optimized by simulation studies using IE3D simulation software, which is based on the Method of Moments (MOM). A broadband circularly polarized Microstrip Antenna array is designed using RT Duriod 5880/ROGERS with dielectric thickness of 1.6 mm having simple coaxial probe feed.
分析和设计了一种工作在c波段的单馈宽带圆极化微带贴片天线阵列。该天线主要用于连续指令传输。为了避免线极化天线失配造成的能量损失,我们选择圆极化天线。采用基于矩量法(MOM)的IE3D仿真软件对所提出的天线配置进行了仿真研究和优化。设计了一种介质厚度为1.6 mm的宽带圆极化微带天线阵列,采用rtd周期为5880/ROGERS,同轴探针馈电简单。
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引用次数: 1
A review on motion estimation in video compression 视频压缩中运动估计的研究进展
S. Bachu, K. M. Chari
In modern world video compression technology is developed in to a bloomed field, with several techniques available for a wide range of applications like video transmission, HDTV, broadcast digital video. Motion Estimation (ME) is a key component for high quality video compression, which is characterized by its high computation complexity and memory requirements. Motion Estimation has been conventionally used in the application of video encoding, but nowadays researchers from various fields other than video encoding are turning towards ME to solve various real time problems in their respective fields. The main aim of the survey paper is to analyze ME in video compression techniques for video processing, especially to estimate how much amount of data to be compressed, which technique is faster and so on. We also compare video compression techniques with conventional methods like ES, ARP, Run length, and Huffman coding. The existing conventional techniques will be implemented on the MATLAB platform and the performance of video compression technique is evaluated with Compression Ratio (CR), Peak Signal to Noise Ratio (PSNR) and search patterns.
在当今世界,视频压缩技术已发展成为一个蓬勃发展的领域,有几种技术可用于视频传输、高清电视、广播数字视频等广泛的应用。运动估计(ME)是实现高质量视频压缩的关键组成部分,其特点是计算量大,对内存的要求高。在视频编码的应用中,运动估计一直是传统的方法,但现在除了视频编码之外,各个领域的研究人员都在转向运动估计来解决各自领域的各种实时问题。本文的主要目的是分析视频压缩技术中的ME用于视频处理,特别是估计需要压缩的数据量,哪种技术更快等。我们还比较了视频压缩技术与传统方法,如ES, ARP,运行长度和霍夫曼编码。现有的传统技术将在MATLAB平台上实现,并通过压缩比(CR)、峰值信噪比(PSNR)和搜索模式来评估视频压缩技术的性能。
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引用次数: 16
ROBOG an autonomously navigating vehicle based on road detection for unstructured road ROBOG是一种基于道路检测的非结构化道路自动导航车辆
R. K. Kumar, C. Jada, M. Feroz, V. A. Kumar, H. Yenala
This research addresses the problem of navigating a robotic vehicle autonomously on unstructured roads where road information is not accurate. A real-time system for finding and tracking unstructured road in off-road conditions is proposed. The subsystems of autonomous navigation - road detection, steering, and obstacle avoidance are discussed in detail. This method has been integrated into a vehicle and driven successfully for both structured and unstructured road. An overview of vehicle performance in field is provided.
这项研究解决了机器人车辆在道路信息不准确的非结构化道路上自主导航的问题。提出了一种非公路条件下的非结构化道路实时定位与跟踪系统。详细讨论了自主导航系统中的道路探测、转向和避障子系统。该方法已被集成到车辆中,并成功地在结构化和非结构化道路上行驶。概述了车辆在野外的性能。
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引用次数: 5
Design and simulation of 8-way unequal amplitude equal phase RF feeder network using conventional microstrip technology for 430MHz Tropospheric wind profiling radar 430MHz对流层风廓线雷达8路等幅等相位馈线网络设计与仿真
K. V. Kishore, G. Rajesh, Vijay Kumar, P. Srinivasulu, K. Kavya, Sarat K. Kotamraju
In this paper, the feasibility of an 8-way unequal amplitude equal phase power splitter using a conventional microstrip technology in the 430MHz UHF band is proposed for Tropospheric wind profiling radar. Feeder network with unequal amplitude is designed based on the side lobe level requirement -17db down from the main beam. The theoretical design and simulated results are presented to verify our proposed design. The main advantage of this present design is to reduce the complexity in Transmit-Receive module.
提出了在430MHz UHF波段采用传统微带技术实现8路不等幅等相功率分配器的可行性,并将其应用于对流层风廓线雷达。根据从主波束向下-17db的旁瓣电平要求,设计了不等幅馈线网络。理论设计和仿真结果验证了我们的设计。本设计的主要优点是降低了收发模块的复杂度。
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引用次数: 1
Optimized correlation algorithm for enhancing tracking performance in pulsed CW radar 为提高脉冲连续波雷达跟踪性能,优化了相关算法
V. Janarthanan, P. Venkataramana, P. Bhargavi, M. Suresh, J. G. Krishna
Tracking performance of Radar is characterized by its Accuracy and maximum tracking range. Both of the parameters depend on the Signal to Noise Ratio (SNR) of the received signal. Improving the SNR of the received signal by using some signal processing techniques enhances the performance of the radar without any changes to the other subsystems of the Radar. There are various signal processing algorithms among which correlation and pulse integration are very popular and widely used. These algorithms should be implemented using suitable hardware to process the received signal in real time. The deadlines available for such processing are of the order one to two milli seconds. Therefore implementation of any signal-processing algorithm in real time is very critical and challenging. In this paper we propose design and implementation of an optimized correlation algorithm (correlator) with minimum computation time and hardware resources for a pulsed Continuous Wave (CW) radar using Field Programmable Gate Array (FPGA). Improvement in the radar tracking performance using this correlator is also presented.
雷达跟踪性能的特点是精度和最大跟踪距离。这两个参数取决于接收信号的信噪比(SNR)。利用一些信号处理技术提高接收信号的信噪比,在不改变雷达其他子系统的情况下提高雷达的性能。信号处理算法有很多种,其中相关和脉冲积分是比较流行和应用广泛的。这些算法应该使用合适的硬件来实时处理接收到的信号。这种处理的截止时间大约是1到2毫秒。因此,任何信号处理算法的实时实现都是非常关键和具有挑战性的。本文提出了一种基于现场可编程门阵列(FPGA)的脉冲连续波雷达的优化相关算法(相关器)的设计和实现,该算法的计算时间和硬件资源最少。文中还介绍了该相关器对雷达跟踪性能的改善。
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引用次数: 0
A distributed arithmetic based approach for the implementation of the Sign-LMS adaptive filter 基于分布式算法的Sign-LMS自适应滤波器实现方法
M. S. Prakash, R. Shaik
A Distributed Arithmetic (DA) based scheme for the implementation of Sign-LMS adaptive filter is presented. DA is an efficient technique for the computation of the dot product of two vectors. This is done by storing the pre-computed partial-products in memories which are then shift-accumulated for the computation of the output. DA can be used for the realization of the finite impulse response (FIR) filters, however, for the realization of the adaptive filters, the partial-products have to be updated from time to time. This is achieved by using a memory which stores the partial-products of the set of recent input samples. The proposed scheme has a convergence performance similar to that of the multiply-and-accumulate (MAC) based implementation. Results show that the throughput of the DA based implementation is better than the MAC based implementation. Further, it is observed that the throughput is almost a constant with respect to the filter order which makes it more suitable for implementing large filters.
提出了一种基于分布式算法的Sign-LMS自适应滤波器实现方案。DA是计算两个向量点积的一种有效方法。这是通过将预先计算的部分积存储在存储器中,然后为计算输出而进行移位累积来完成的。DA可用于实现有限脉冲响应(FIR)滤波器,但为了实现自适应滤波器,需要不时地更新部分积。这是通过使用存储最近输入样本集的部分乘积的存储器来实现的。该方案具有与基于乘法累加(MAC)算法相似的收敛性能。结果表明,基于数据处理的实现的吞吐量优于基于MAC的实现。此外,可以观察到,吞吐量相对于过滤器顺序几乎是一个常数,这使得它更适合实现大型过滤器。
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引用次数: 6
Parallelizing keyframe extraction for video summarization 并行关键帧提取视频摘要
Chethan Sharma, P. Sathish
In current era, most of the information is captured using multimedia techniques. Most used methods for information capturing is through images and videos. In processing a video, large information needs to be processed and a number of frames could contain similar information which could cause unnecessary delay in gathering the required information. Video summarization can speed up video processing. There are different techniques for video summarization. In this paper key frames are used for summarization. Key frames are extracted using discrete wavelet transforms. Two HD videos having 356 frames and 7293 frames were used as test videos and the runtime was 17 seconds and 98 seconds respectively in CPU and 11 seconds and 53 seconds respectively in GPU.
在当今时代,大多数信息都是通过多媒体技术捕获的。最常用的信息捕获方法是通过图像和视频。在处理视频时,需要处理大量的信息,并且许多帧可能包含相似的信息,这可能会导致收集所需信息的不必要延迟。视频摘要可以提高视频处理速度。有不同的视频摘要技术。本文采用关键帧进行总结。使用离散小波变换提取关键帧。测试视频采用356帧和7293帧两段高清视频,CPU运行时间分别为17秒和98秒,GPU运行时间分别为11秒和53秒。
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引用次数: 2
Comparison and analysis of defuzzification methods of a fuzzy controller to maintain the cane level during cane juice extraction 在蔗汁提取过程中保持蔗液水平的模糊控制器去模糊化方法的比较与分析
Deepali Vyas, Yogesh Misra, H R Kamath
Implementation of Fuzzy Logic in sugar industry will provide a new method to overcome various problems and increase the overall efficiency of sugar industries. The fuzzification, rule base and defuzzification are the key elements of a fuzzy system. Apart from fuzzification and defining rule there are numerous ways of defuzzification. This paper deals with the analysis and a comparative study of different deffuzification methods used for a three input fuzzy controller. The fuzzy controller developed and simulated for different deffuzification method by using Fuzzy Tool Box provided by MATLAB version 7.7 (R2008b).
模糊逻辑在制糖工业中的应用将为制糖工业克服各种问题、提高整体效率提供一种新的方法。模糊化、规则库和去模糊化是模糊系统的关键组成部分。除了模糊化和定义规则之外,还有许多去模糊化的方法。本文对三输入模糊控制器的不同除烟方法进行了分析和比较研究。利用MATLAB 7.7版(R2008b)提供的模糊工具箱对不同的除烟方法进行了模糊控制器的开发和仿真。
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引用次数: 7
期刊
2015 International Conference on Signal Processing and Communication Engineering Systems
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