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International Journal on Smart Sensing and Intelligent Systems

Professor Subhas Chandra Mukhopadhyay

Exeley Inc. (New York)

Subject: Computational Science & Engineering , Engineering, Electrical & Electronic

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eISSN: 1178-5608

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FEATURED ARTICLES

Touch fingerprint sensor based on sensor cell isolation technique with pseudo direct signaling
HYBRID DATA APPROACH FOR SELECTING EFFECTIVE TEST CASES DURING THE REGRESSION TESTING
PERFORMANCE AND ANALYSIS OF AUTOMATIC LICENSE PLATE LOCALIZATION AND RECOGNITION FROM VIDEO SEQUENCES

VOLUME 7 , ISSUE 3 (September 2014) - List of articles

POSTERIOR BELIEF CLUSTERING ALGORITHM FOR ENERGY-EFFICIENT TRACKING IN WIRELESS SENSOR NETWORKS

Bo Wu/ Yanpeng Feng/ Hongyan Zheng

In this paper, we propose a novel posterior belief clustering (PBC) algorithm to solve the tradeoff between target tracking performance and sensors energy consumption in wireless sensor networks. We model the target tracking under dynamic uncertain environment using partially observable Markov decision processes (POMDPs), and transform the optimization of the tradeoff between tracking performance and energy consumption into yielding the optimal value function of POMDPs. We analyze the error of a(..)

DOI: 10.21307/ijssis-2017-688

Published Online: 01-September-2014

KNOWLEDGE-BASED MODELING FOR PREDICTING CANE SUGAR CRYSTALLIZATION STATE

Yanmei Meng/ Xian Yu/ Haiping He/ Zhihong Tang/ Xiaochun Wang/ Jian Chen

This paper proposes a knowledge-based model applied to an experimental scale evaporative cane sugar crystallization process, which combines the methods of offline and online knowledge acquisition. Firstly, a data mining method based on rough set theory is utilized to extract information from the large quantity of relevant data obtained in experiment. This method products an offline predictive knowledge. Thereafter, a method for online knowledge learning and self-improvement is put forward, based(..)

DOI: 10.21307/ijssis-2017-689

Published Online: 01-September-2014

CONDITION BASED PREVENTIVE MAINTENANCE CONTROL STRATEGY DESIGN

H. S. Su/ Y. Q. Kang

Compared with time based maintenance (TBM), Condition based maintenance (CBM) can improved the availability of the devices and reduced the examining maintenance cost. However, CBM possibly arouse an unexpected interference on production process due to an unplanned maintenance activity in advance so that the stable-state operation of the system was influenced. As the system scale was larger, this accidental disturbance should not be ignored. Based on the viewpoint, we first constructed a full-lif(..)

DOI: 10.21307/ijssis-2017-690

Published Online: 01-September-2014

RESEARCH ON THE CLASSIFICATION FOR FAULTS OF ROLLING BEARING BASED ON MULTI-WEIGHTS NEURAL NETWORK

Yujian Qiang/ Ling Chen/ Liang Hua/ Juping Gu/ Lijun Ding/ Yuqing Liu

A methodology based on multi-weights neural network (MWNN) is presented to identify faults of rolling bearing. With considerations of difficulties in analyzing rolling bearing vibration data, we analyzed how to extract time domain feature parameters of faults. Further, the time domain feature parameters extracted from fault signals are utilized to train multi-weights neural network for achieving an optimal coverage of fault feature space. Thus, faults of rolling bearing can be identified. Finall(..)

DOI: 10.21307/ijssis-2017-691

Published Online: 01-September-2014

VISION-INTEGRATED PHYSIOTHERAPY SERVICE ROBOT USING COOPERATING TWO ARMS

Huanbing Gao/ Shouyin Lu/ Guohui Tian/ Jindong Tan

This paper presents the mechanical architecture, control system, and other modules of a physiotherapy service robot which can treat degenerative disease and chronic disease of middle-aged and aged people by Chinese massage skill. The main body of the robot includes a massage adjustable bed, two 4-DOF(Degree of Freedom) robot arms and two massage hands that can accomplish various massage manipulations. Physiological signal and massage pressure are detecting in real time in massage process to ensu(..)

DOI: 10.21307/ijssis-2017-692

Published Online: 01-September-2014

AUGMENTED REALITY GAME BASED MULTI-USAGE REHABILITATION THERAPIST FOR STROKE PATIENTS

N.I. De Leon/ S.K. Bhatt/ Adel Al-Jumaily

For the surviving stroke patients that are affected physically and mentally, they are required rehabilitation after the stroke. Rehabilitation can be quite expensive on the patient and their families. The augmented reality rehabilitation gaming system aims to decrease the dependency on supervised therapy. This paper presents two augmented reality games. The games focus on rehabilitating stroke patients affected with upper limb disabilities. The games simulate current physical therapy techniques (..)

DOI: 10.21307/ijssis-2017-693

Published Online: 01-September-2014

A SENSITIVE DIGITAL MOISTURE DETECTOR FOR NANOSTRUCTURED THIN FILM SENSOR

TARIKUL ISLAM/ MD. FIROZ A/ KHAN, S. A. KHAN/ H. SAHA

A digital moisture measuring instrument based on phase angle measuring technique with porous silicon (PSi) or porous alumina (PA) as capacitive moisture sensor is proposed. The proposed technique can measure digitally the phase angle change of capacitive impedance of porous silicon or porous alumina sensor due to change in moisture concentration in terms of clock pulses. Analysis shows that the proposed circuit leads to higher precision by minimizing the errors caused by parasitic earth capacita(..)

DOI: 10.21307/ijssis-2017-694

Published Online: 01-September-2014

 VIDEO-BASED VEHICLE DETECTION AND CLASSIFICATION IN CHALLENGING SCENARIOS   

Yiling Chen/ GuoFeng Qin

Abstract- In intelligent transportation system, research on vehicle detection and classification has high theory significance and application value. According to the traditional methods of vehicle detection which can’t be well applied in challenging scenario, this paper proposes a novel Bayesian fusion algorithm based on Gaussian mixture model. We extract the features of vehicle from images, including shape features, texture features, and the gradient direction histogram features after dimension(..)

DOI: 10.21307/ijssis-2017-695

Published Online: 01-September-2014

THE IMPLEMENTATION FOR THE INTELLIGENT HOME CONTROL SYSTEM BASED ON THE ANDROID AND ZIGBEE

Xin Zhenghua/ Chen Guolong/ Hong Li/ Qixiang Song/ Chen Lei/ Shi Yaqi/ Wu Gang

The intelligent home system finished the wireless or remote control for all the indoor electric devices through the intelligent terminals. The description about the integrated network architecture and the interconnecting mechanisms for the reliable measurement of parameters by smart sensors and transmission of data via internet is being presented. The wireless communication technology includes the WiFi, Zigbee and mobile communications. The system presented the design of the hardware part and th(..)

DOI: 10.21307/ijssis-2017-696

Published Online: 01-September-2014

HIGH-ACCURACY POSITIONING OF LATHE SERVO SYSTEM USING FUZZY CONTROLLERS BASED ON VARIABLE UNIVERSE OF DISCOURSE

Zuqiang Long/ Yan Yuan/ Yuebing Xu/ Shehui Du

A novel fuzzy controller is proposed here to improve the positioning precision of servo system of CNC lathes. To utilize the high–accuracy potential of the VUD fuzzy controller, a grating–ruler was used as a sensor to measure the displacement of work pieces. Designing the VUD fuzzy controller involved five steps, i.e., setting up universes of discourse and parameters, selecting membership functions, designing a differential circuit, constructing a base of fuzzy rules, and defining a set of contr(..)

DOI: 10.21307/ijssis-2017-697

Published Online: 01-September-2014

PYROEFFECTS ON MULTIPHASE MAGNETO-ELECTRO-ELASTIC SENSOR PATCH BONDED ON MILD STEEL PLATE

P Kondaiah/ K Shankar/ N Ganesan

The magneto-electro-elastic (MEE) material under thermal environment exhibits pyroelectric and pyromagnetic coefficients resulting in pyroeffects such as pyroelectric and pyromagnetic. The pyroelectric and pyromagnetic effects on the behavior of multiphase MEE sensors bonded on the top surface of a mild steel plate under thermal environment is presented in this paper. The aim of the study is to investigate how samples having different volume fractions of the multiphase MEE sensor behave due to p(..)

DOI: 10.21307/ijssis-2017-698

Published Online: 01-September-2014

IMPROVED WEIGHTED CENTROID LOCALIZATION ALGORITHM BASED ON RSSI DIFFERENTIAL CORRECTION

En-jie Ding/ Xin Qiao/ Fei Chang

Node localization is one of the key technologies of wireless sensor networks (WSN). Due to the indoor environment requires a high positioning accuracy, an improved algorithm based on RSSI is put forward. In terms of RSSI ranging, the error correction coefficient received from self-correcting locator beacon nodes, and then had been applied to distance solving from unknown nodes to the beacon nodes. In the choice of weights, the algorithm uses inverse distance and replaces the method of determinin(..)

DOI: 10.21307/ijssis-2017-699

Published Online: 01-September-2014

RESEARCH ON LQR ZONE CONTROL ALGORITHM FOR PICKING ROBOT ARM

Zhang Zhiyong/ Huang Lvwen/ Xu Yang/ Zhang Xiaoting

This paper aims at improve the poor stability and the fluttering problems on picking apples for picking robot arm, we establish the dynamics model of Picking Robot Arm using Lagrange equation and divide the whole movement space of Picking Robot Arm into stretch area and picking area by analyzing the dynamic model. Making full using of the model, we put forward to the strategy based on the extension energy control and LQR Zone control. Furthermore, we solve the problem on ensuring the picking rob(..)

DOI: 10.21307/ijssis-2017-700

Published Online: 01-September-2014

DESIGN AND EXPERIMENTAL VERIFICATION OF STATE PREDICTIVE LQG CONTROLLERS FOR NETWORKED CONTROL SYSTEMS

Takehito Azuma/ Takehito Azuma

This paper considers a design problem of controllers for wire-less vehicles in the developed networked control system. The developed system consists of a wire-less vehicle and some computers which configure a computer network. The vehicle is controlled over the computer network. One of the computers is a router which has an active queue management mechanism to keep the queue size constant and to control congestion in the computer network. The dynamics of the vehicle over the computer network can(..)

DOI: 10.21307/ijssis-2017-701

Published Online: 01-September-2014

SENSOR PERFORMANCE OF CANTILEVERED MAGNETOSTRICTIVE BEAM

Cao Qinghua/ Chen Dingfang/ Lu Quanguo/ Tang gang/ Yan Jianwu/ Zhu Zhifang/ Xu Bin/ Zhao Ran/ Zhang Xiaoxing

A nonlinear couple modeling of magnetostrictive cantilever is built by combining Gibb’s free energy formulation with the Euler-Bernoulli beam theory. The Gibb’s free energy corresponding to different orientations in 3D space can be expressed in terms of their direction cosines, the stress at a given point can be described by classical theory. The magnetomechanical bending experimental setup is designed. The results demonstrated magnetostrictive sensing can be performed in bending even when both (..)

DOI: 10.21307/ijssis-2017-702

Published Online: 01-September-2014

DEVELOPMENT OF SMART DETACHABLE WIRELESS SENSING SYSTEM FOR ENVIRONMENTAL MONITORING

D. Bhattacharjee/ R. Bera

We present the work on development of Smart Detachable Wireless Sensing System for environment monitoring (SDWSS) complying with the IEEE 1451 standard. Barometric and alcohol two different detachable smart sensor have been developed by incorporating generic transducer, customized peripheral interface controller (PIC) 18LF2550 microcontroller and with other peripherals. Detachable smart transducer interface module (DSTIM) implemented using centralized PIC 18F4550 microcontroller based embedded p(..)

DOI: 10.21307/ijssis-2017-703

Published Online: 01-September-2014

DEVELOPMENT AND IMPLEMENTATION OF A SENSOR NETWORK TO MONITOR FERMENTATION PROCESS PARAMETER IN TEA PROCESSING

Debashis Saikia/ P.K. Boruah/ Utpal Sarma

Fermentation is extremely a crucial process which is primarily responsible for tea quality. It is an oxidation process where tea leaves change colour and smell. Relative humidity (RH) and temperature are two important physical parameters which play a crucial role in producing good quality tea. This work is an attempt to develop and implement a monitoring system for fermentation room of tea factory. Due to the larger dimension of the fermentation room, it requires several numbers of monitoring po(..)

DOI: 10.21307/ijssis-2017-704

Published Online: 01-September-2014

OVERLAPPING WHITE BLOOD CELL SEGMENTATION AND COUNTING ON MICROSCOPIC BLOOD CELL IMAGES

Chastine Fatichah/ Diana Purwitasari/ Victor Hariadi/ Faried Effendy

Overlapping white blood cell identification on microscopic blood cell images is proposed for increasing the accuracy of white blood cell segmentation and counting. The accurate identification of overlapping cells can increase the accuracy of cell counting system for diagnosing diseases. The overlapping cells have different characteristic such as area and shape with a single cell of microscopic cell images therefore the overlapping cell identification based on geometric feature is preferred. As a(..)

DOI: 10.21307/ijssis-2017-705

Published Online: 01-September-2014

ANALYSIS OF NON-BINARY FAULT TOLERANT EVENT DETECTION IN WIRELESS SENSOR NETWORKS

B Victoria Jancee/ S Radha/ Nandita Das

A distributed non-binary fault tolerant event detection technique is proposed for a wireless sensor network (WSN) consisting of a large number of sensors. The sensor nodes may be faulty due to harsh environment and manufacturing reasons. In the existing works on event detection, the detection of event is decided by only one threshold level. The objective of this paper is to extend the fault recognition and correction algorithm for non-binary event detection. The analysis presented here takes int(..)

DOI: 10.21307/ijssis-2017-706

Published Online: 01-September-2014

UNMANNED AERIAL VEHICLE PATH PLANNING BASED ON TLBO ALGORITHM

Guolin Yu/ Hui Song/ Jie Gao

Path planning of unmanned aerial vehicle (UAV) is an optimal problem in the complex combat field environment. Teaching-Learning-Based Optimization (TLBO) algorithm is presented under the inspiration of the teaching-learning behavior in a classroom. In this paper, this algorithm is applied to design a path by the search angle and distance, by which a better path at higher convergence speed and shorter route can be found. Finally experimental comparison results show that TLBO algorithm is a feasib(..)

DOI: 10.21307/ijssis-2017-707

Published Online: 01-September-2014

FREQUENCY PROCESSING AND TEMPERATURE-PRESSURE COMPENSATION OF THE VORTEX FLOWMETER BASED ON TWO-PHASE FLOW

Zhang Haining/ Ren Yonghui

Aiming at a new type and multi-functional intelligent vortex flowmeter integrating system, which implicates whether it is liquid, gas, steam or the mixture of oil and gas, or in special conditions such as high temperature, high pressure, the medium can be measured intelligently. Especially for mixed media by TPF (Two-phase Flow), such as oil and gas, water vapor, firstly separates the mixed fluid through the gas-liquid separation device, and then rolls up the vortex signal, temperature and press(..)

DOI: 10.21307/ijssis-2017-708

Published Online: 01-September-2014

GIS FOR ARCHEOLOGICAL DATA

CAO Ligang/ WANG Xuben

The digital system of Archaeology includes multi-scale non-destructive detection (NDD) of archaeological methods, data mining technologies and the GIS of archaeological detect. Heritage preservation is not just to protect the cultural relics which have been excavated. NDD method could detect archaeological artifacts and clarify the statues of cultural relics buried underground. Due to data mining algorithm we can obtain archaeological information via detection data. Finally, apply GIS technology(..)

DOI: 10.21307/ijssis-2017-709

Published Online: 01-September-2014

PRE-PROCESSING OF AUTOMATIC SKIN CANCER DETECTION SYSTEM: COMPARATIVE STUDY

Azadeh N. Hoshyar/ Adel .A. Jumaily/ Afsaneh N. Hoshyar

Skin cancer is increasing and effect many people in different part of the world. Malignant melanoma as the deadliest type of skin cancer can be treated successfully if it detected early. Automatic detection is one of the most challenging research areas that can be used for early detection of such vital cancer. Over the last few years, many automatic diagnosis systems been suggested by different researchers targeting increasing of the diagnosis accuracy. This paper presents a quick review on the (..)

DOI: 10.21307/ijssis-2017-710

Published Online: 01-September-2014

A PC-BASED WIRELESS AND REMOTE CONTROL FOR SHAPE JUDGMENT EQUIPMENT USING A ZIGBEE MODULE

Ho-Chih Cheng/ Min-Chie Chiu

To increase manufacturing productivity, industrial automation is required. Additionally, in order to monitor the manufacturing process, a remote online monitoring and control system becomes compulsory. A conventional remote monitoring system often uses a wire connection for communication within a control center; however, it is time-consuming and inconvenient. To overcome this drawback, a wireless design is proposed for the manufacturing process. In this paper, a case study of a remote wireless m(..)

DOI: 10.21307/ijssis-2017-711

Published Online: 01-September-2014

EMPIRICAL MODE DECOMPOSITION AND ROUGH SET ATTRIBUTE REDUCTION FOR ULTRASONIC FLAW SIGNAL CLASSIFICATION

Yu Wang

Feature extraction and selection are the most important techniques for ultrasonic flaw signal classification. In this study, empirical mode decomposition (EMD) is first used to obtain the intrinsic mode functions (IMFs) of original ultrasonic signals. Such IMFs and traditional time as well as frequency domain based statistical parameters are extracted as the initial features of flaw signal. After that, spectral clustering method is used for feature value discretization so that rough set attribut(..)

DOI: 10.21307/ijssis-2017-712

Published Online: 01-September-2014

STUDY AND CONSTRUCTION ON MEMORYLESS NONLINEAR MODEL OF DOHERTY AMPLIFIER

Chen Jun/ Su Kaixiong/ Huang Xiyuan/ Yan Lirong

OFDM technology has become the core technology of DTMB system. The high Doherty power amplifier can effectively improve the peak-average power ratio of OFDM system, but with poor linear performance. This paper starts with improving linear performance of Doherty power amplifier, analyzes the nonlinear model of power amplifier, presents a construction method of nonlinear performance model of Doherty power amplifier, gets the corresponding nonlinear performance curve, and then presents a design of (..)

DOI: 10.21307/ijssis-2017-713

Published Online: 01-September-2014

LEADERLESS AND LEADER-FOLLOWING FLOCKING MOTION VIA COORDINATED CONTROL

H. Yu

In this paper, novel coordinated control strategies are presented for control and analysis of multi-agents with point mass dynamics to achieve leaderless and leader-following flocking motions. Four control laws are proposed for a group of agents to achieve flocking formations. Two of them are for leaderless flocking and two for leader-following flocking relative to two different centers (mass center and geometric center) of the flock, respectively. A distance-dependent adjacency matrix is used t(..)

DOI: 10.21307/ijssis-2017-714

Published Online: 01-September-2014

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