A Wavelet Transform based SVM Analysis of ECG Signals - Detection of Cardiac Abnormality
This paper presents a new approach to the Automatic detection and classification of electrocardiogram (ECG) signals is of huge importance for diagnosis of cardiac abnormalities. A method is proposed here to classify different cardiac abnormalities like Ventricular Arrythmias, Myocardial infarction,Myocardial hypertrophy and Valvular heart disease. Support Vector Machine (SVM) has been used to classify the patterns inherent in the features extracted through Continuous Wavelet Transform (CWT) of different ECG signals. CWT allows a time domain signal to be transformed into time-frequency domain such that frequency characteristics and the location of particular features in a time series may be highlighted simultaneously. Thus it allows accurate extraction of feature from non-stationary signals like ECG. Then the support vector machine (SVM) with Gaussian kernel is used to classify different ECG heart rhythm. In the present work, SVM in regression mode has been successfully applied for the classification of cardiac abnormalities with good diagnostic accuracy.
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Analysis and simulation of multilevel inverter system
This paper deals with the simulation of three, five, seven and nine level output using H- bridge inverter. This paper presents H – bridge inverter simulated using MATLAB with different levels (like three, five, seven and nine level). The percentage (%) total harmonic distortion THD is calculated. The harmonic reduction is achieved by selecting appropriate switching angles. The functionality verification of the three level, five level, seven level and nine level output is done using MATLAB.
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Automatic method for enhancement and detection of curvilinear structure in 2-d geophysical image
The identification of linear structures are done in geophysical images. The problem of identification of curvilinear structures in real and synthetic geophysical images is faced for the first time. Here we propose a method for automatic enhancement and detection of curvilinear structures. The accurate identification of line structures in geophysical images plays an important role in geophysical interpretation and the detection of subsurface structures. The method was applied on geophysical images in an effort to recognize the linear patterns of subsurface architectural structures that exist in archaeological sites. The method efficiently combines a rotation and Scale-invariant filter and a pixel-labelling method, providing a robust enhancement and detection of mostly line structures in 2-D gray scale images. Mainly they are used in archaeological sites.
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Evaluation of pump storage power plant for Iranian power grid
Gradual development in power systems has caused so many problems in control and optimum using of electrical storage systems. Storing of electrical energy has made new capabilities in improving the current control methods. Quick access to these kinds of energies lets us direct control for supplying the consumers in electrical grid network. These methods are powerful to control and solve the current economical and technical problems of the compound and large power systems. On the other hand, using the various methods of direct energy storage can produce suitable capacity to store the electrical energy for the power industry. Among all of the energy storage systems, pumped storage power plants when they committed, because of their special characteristics, have a unique situation. In this paper, the feasibility assessment of the usage of pumped storage power plants for the Iranian grid has been discussed by WASP-IV program.
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Sensor less torque and speed control of five level converters for AC drive using SVPWM technique
Various applications, like in underground mines and oil and gas industries, require remote operation of vector-controlled medium-voltage variable speed drives via a long motor feeder. The use of voltage source inverters in such cases leads to motor overvoltage and harmonic quality problems. The current source inverter (CSI) is ideally matched to these applications be-cause of its motor-friendly voltage output. Speed sensorless operation is mandatory due to the long motor feeder. Although the model reference adaptive system (MRAS) is a powerful and proven speed estimation tool, its implementation in long motor feeder drives faces many challenges. Among them, and addressed in this paper, are inherent dc offset in its stator model, the need for actual motor voltage and current values, and oscillations in the estimated speed due to errors in the motor current measurement signals. In this paper, a sensorless CSI vector-controlled drive, suitable for long motor feeder applications, is studied. Improved speed estimation is achieved by proposing 1) a modified dc-offset eliminator for an MRAS speed estimation and 2) a compensation technique for mo-tor current’s measurement errors. Intensive experimental results, for a low-voltage scaled model, along with simulations validate the effectiveness of the proposed technique. In this Proposed Control technique of the space vector modulation Technique (SVPWM) is applied to 5 level inverter controls in the proposed DTC_SVPWM based induction motor drive system, thereby dramatically reducing the torque ripple. Then the controller based on space vector modulation is designed to be applied in the control of Induction Motor (IM) with a three-level Inverter. This type of Inverter has Several advantages over the standard Five-level CSI, such as a greater number of levels in the output voltage waveforms, Lower dv/dt, less harmonic distortion in voltage and current waveforms and lower switching frequencies Eliminated By SVPWM Tech. simulation results are reported to demonstrate its effectiveness. The entire control scheme is implemented with Matlab/Simulink.
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Cryptographically Secure Encryption Model for RFID Credit Card
In RFID protocols, random numbers are mainly required to analyze tag answers in order to guarantee the privacy of the owner of the transponder. Our analysis looks at the feasibility of RFID tags for supporting Cryptographically Secure Pseudorandom Number Generators on their limited chip. Here we discuss about the cryptographic approach which we have used to improve the security of RFID credit card. Also we discuss about the random bit generator used in this cryptographic approach.
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Design and construction of a moisture level detector for Nigerian soil conditions
This moisture level detector has two alternative power sources (3W, 11.5V solar panel and 9V battery) which supply voltages to the system and then regulated by a 7805IC voltage regulator to 5V required by a programmable hardware (microcontroller) with embedded analog digital converter (ADC). The microcontroller receives information from the probe (sensor) inserted into the soil, processes the information and displays the output on a Liquid Crystal Display (LCD) within few seconds. The moisture contents of four soil samples A, B, C and D (respectively clay soil, loamy soil, sandy soil and silt soil) obtained from different locations were determined using this detector. Samples A, B, C and D respectively showed moisture percentages of 85%, 71%, 43% and 21%. From the obtained results, sample A showed that the moisture level is above average, sample B showed that the moisture level is just average, sample C and D showed that the moisture levels are respectively below average and poor. From the obtained result, clay soil retained more water than other soil samples due to its high water holding capacity. The moisture level detector performed at an efficiency of 85%.
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Development of diode clamped inverter based STATCOM using SVPWM technique
This paper presents a Diode Clamped Inverter for Static Compensator (STATCOM) using Space Vector Pulse Width Modulation (SVPWM) technique. Static Synchronous Compensator (STATCOM), a Flexible Alternating Current Transmission Systems (FACTS) controller .For a given dc bus voltage the maximum inverter line-to-line voltage generated by the SVPWM scheme is 15.5% higher than that by the SPWM scheme. SVPWM scheme is used to reduce the switching losses, by changing switching states such that only single phase voltage changes every time. SVPWM strategy enables balancing voltages of the dc capacitors without using additional devices multilevel (three level) inverter is used to reduce THD in its ac output voltages in comparison to the two-level inverter. In order to achieve reactive power control, by maintaining unity power factor at the source end feeding reactive load by three level diode clamped SVPWM Inverter which is adapted as STATCOM is employed in this paper. The control strategy for the compensation is based on the instantaneous active and reactive power theory The STATCOM is modelled and simulated in MATLAB Simulink environment. The simulation results of STATCOM under balance voltage condition are presented.
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A new topology on bi-directional ZVS DC–DC converter with phase-shift plus PWM control scheme
A novel phase-shift plus pulse width modulation (PSP) control ZVS bidirectional dc–dc converter is proposed in this paper. By adopting active clamping branch ZVS condition is realized for all switches. The proposed converter has the advantage of wide range of input, output control and reduced switching losses. The performance of proposed converter is compared with the same power rated conventional topology and the results are presented.
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Operational principles of a Pressure Mat Auto-Light (PMAL) security control system for agricultural farmsteads
In this world of technology and scientific development, there has been great need to intensify researches on the development of security alarming systems in our agricultural farms and farmsteads. The pressure mat auto-light (PMAL) security control system is a sensory device consisting of two separate sensory units (Pressure Mat (PM) unit and Auto-Light (AL) unit) integrated into an efficient single sensory security system. It is designed and constructed with mat transmitter (MT) under a foot mat signaler receiver (FMSR) 12V, 223A buzzer, light emitting diode (LED), integrated circuit (IC), transistor (L8050), LM358N op-amp, a 2-1.5V battery, and resistors of 0.5? and 4.5? served as signaler receiver (SR), Light Dependent Resistor (LDR), a relay of 1000mA, 1000W/12V power transformation and power source of 220V to 240V. Efficiency of 70%, 95.8% and 90% for the frequency of loop gain , transmitter ( ) and receiver ( ) circuits respectively showed reliability of the PMAL designed and constructed. From evaluation and testing of the device, the receiver can sense any pressure or weight upon the triggering spring at a distance 150m away from its area of installation, within which the buzzer beeps (sounds out), signaling wave presence in the receiver unit, thereby alerting the presence of intruder(s) in farmstead(s) and thus automatically shut-close the farmstead with the aid of a LDR, so that wild animals such as fox, jackals, wolfs etc will be kept away from fields of forest nursery and confined animals.
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