Dr.Suraya Mubeen | CMR Group of institutions (original) (raw)

Papers by Dr.Suraya Mubeen

Research paper thumbnail of Deep learning-based massive MIMO precoder under heavily noisy channel with flexible rate and power adaptation

Research paper thumbnail of Design and synthesis of GPS controlled environment monitoring robotic system based on IOT and ARM

AIP Conference Proceedings

Research paper thumbnail of Attendance automation with AI PON

AIP Conference Proceedings

Research paper thumbnail of Semi circular shaped slotted antenna for wide band wireless application

AIP Conference Proceedings

Research paper thumbnail of Smart shoe based on piezo electric sensors for low power applications

AIP Conference Proceedings

Research paper thumbnail of Anomaly-Based Hierarchical Intrusion Detection for Black Hole Attack Detection and Prevention in WSN

Lecture notes in networks and systems, 2023

Research paper thumbnail of Integrated learning algorithms-based epileptologist assistive tool for seizure detection and prediction

Research paper thumbnail of Linguistic Based Emotion Detection from Live Social Media Data Classification Using Metaheuristic Deep Learning Techniques

International Journal of Communication Networks and Information Security (IJCNIS)

A crucial area of research that can reveal numerous useful insights is emotional recognition. Sev... more A crucial area of research that can reveal numerous useful insights is emotional recognition. Several visible ways, including speech, gestures, written material, and facial expressions, can be used to portray emotion. Natural language processing (NLP) and DL concepts are utilised in the content-based categorization problem that is at the core of emotion recognition in text documents.This research propose novel technique in linguistic based emotion detection by social media using metaheuristic deep learning architectures. Here the input has been collected as live social media data and processed for noise removal, smoothening and dimensionality reduction. Processed data has been extracted and classified using metaheuristic swarm regressive adversarial kernel component analysis. Experimental analysis has been carried out in terms of precision, accuracy, recall, F-1 score, RMSE and MAP for various social media dataset.

Research paper thumbnail of Optical Character Recognition Using Tesseract

International Journal for Research in Applied Science and Engineering Technology

Optical Character Recognition (OCR) is a process or technology in which text within a digital ima... more Optical Character Recognition (OCR) is a process or technology in which text within a digital image is recognized. With rapid pace of technology, people want quicker, handy and reliable tools, which can fulfil their daily needs. With this moto we had gone forward and analyzed the existing tools and made up this Android App, which provides seamless experience (No ads and easy-to-use), and great accuracy. The main objective of this project is to allow automatic extraction of the information that a user wants from the paper document and using it wherever it is needed. In this project, OCR uses Tesseract as an engine to display the text to the user and uses a Deep learning model to classify the letters and display them to the user. It adds a new neural network (LSTM) based OCR engine which is focused on line recognition but also still supports the legacy Tesseract OCR engine which works by recognizing character patterns.

Research paper thumbnail of A New Approach for Intelligent Traffic Control System using Raspberry pi

This paper proposes an intelligent traffic control system to guarantee smooth flow of traffic. Ve... more This paper proposes an intelligent traffic control system to guarantee smooth flow of traffic. Vehicle is equipped with special Radio Frequency Identification (RFID) tag, placed such that it is intolerable to remove or destroy.We use RFID reader, system-on-chip to read the RFID tags attached to the vehicle and Raspberry-pi. It counts number of vehicles that passes on a specific path during a specified duration. It also regulates the network congestion, and hence the green light duration for that path.Density of the traffic will bedecided with the help of IR sensors. And in order to give Green path (Zero traffic) for emergency vehicles RFID technology isused. Along with this RFID is used to trail stolen automobiles too. The paper proposes control of system in 2 modes i.e.'automatic' without any human introversion and 'manual' with human introversion. The model was tested and the outcome ofmodel is as expected.

Research paper thumbnail of Implementation of Phase Shifters in Smart Antennas

A smart antenna is an antenna that possesses the property of modifying its transmitting and recei... more A smart antenna is an antenna that possesses the property of modifying its transmitting and receiving characteristics in order to improve its performance. In a smart antenna system, the dipole array is not smart by itself. It is the digital signal processing which makes the smart antenna really smart .Although it might seem that smart antennas are a new technology, the fundamental theory These antennas were applied in defense related systems during World War II. In advanced wireless systems, smart antennas improve the system capacity, the coverage area and the data rate. Smart antenna systems are an extension of cell sectoring in which the sector coverage consists of multiple beams .This is obtained by using antenna arrays and a number of beams in the sector. The increase in beam directionality provides more capacity and coverage area frequency phase shifter for use in phased arrays or smart antenna arrays. Several methods used in obtaining phase shifts of radio frequency signals ar...

Research paper thumbnail of Planar Arrays Implementation using Smart Antennas for Different Elements Configurations and Comparison

Smart antenna systems are one of these technologies which could provide directed radiation patter... more Smart antenna systems are one of these technologies which could provide directed radiation pattern towards desired direction, better capacity and reduce interference .which affects used bandwidth antennas are not smart; it is the overall system that tell them what to do is smart. Smart antenna Systems had two main parts Beam forming, which the radiation pattern is shaped and directed through it, and Direction of Arrival (DOA) algorithm that detects the user‘s location and uses it to direct the pattern. The antennas in the array interact constructively in the desired direction and destructively in other directions. In this paper, various evolutionary algorithms are used to adapt the weights of the smart antenna arrays to maximize the output power of the signal in desired direction and minimize the power in the unwanted direction. Different types of arrays (i.e., Linear, Circular, and Planar) are considered here planar arrays are implemented with different elemental configurations and...

Research paper thumbnail of Amplitude-only null positioning in linear arrays using firefly algorithm

2017 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), 2017

Beamforming is a serious problem in wireless communication. On one hand it involves in observing ... more Beamforming is a serious problem in wireless communication. On one hand it involves in observing deep nulls in the direction of the undesired signal and, on the other hand, it involves in positioning the main beam in the direction of the desired signal. Many deterministic and numerical techniques are proposed to achieve this objective. However, the application of evolutionary computing techniques produced better results over many existing conventional methods. In this paper, one such attempt of applying a novel nature-inspired technique known as Firefly algorithm (FFA) to demonstrate beamforming in linear arrays. The desired objectives of the synthesis process are defined as sidelobe level (SLL) suppression and null positioning. The optimal set of amplitude distribution for the elements in the linear array is obtained using the technique in order to achieve the desired objectives. The results are evaluated in terms of radiation pattern plots.

Research paper thumbnail of On The Beam Forming Characteristics of Linear Array Using Nature Inspired Computing Techniques

─ Beamforming is a serious problem in wireless communication. Many deterministic and numerical te... more ─ Beamforming is a serious problem in wireless communication. Many deterministic and numerical techniques are proposed to achieve beamforming. However, the application of evolutionary computing techniques produced better results over many existing conventional methods. In this paper, one such attempt of applying a novel nature-inspired technique known as Firefly algorithm (FFA) to demonstrate beamforming in linear arrays and compared with particle swarm optimization (PSO). The desired objectives of the synthesis process are defined as sidelobe level (SLL) suppression and null positioning. The optimal set of amplitude distribution for the elements in the linear array is obtained using the technique in order to achieve the desired objectives. The results are evaluated in terms of radiation pattern plots. Index Terms ─ Antenna array, Firefly algorithm, particle swarm optimization.

Research paper thumbnail of Smart Antennas Implementation for MIMO

Journal of Information Engineering and Applications, 2012

MIMO systems place the same requirements on the RF link as do the receive diversity systems that ... more MIMO systems place the same requirements on the RF link as do the receive diversity systems that are in place for current cellular networks, that is, there must be de-correlation between the channels received at the antenna. This de-correlation is provided by space diversity when achieved by the separation of the antennas, or by the use of polarization diversity when implemented by the use of orthogonal antenna elements. However, for dual-pole antennas, cross-polar discrimination and port-to-port isolations can affect the diversity or MIMO performance of the system by introducing correlation between the channels. MIMO systems employing smart antennas are a promising candidate for future mobile communications due to their tremendous spectral efficiency. RF engineers have to find new antenna solutions for MIMO applications, especially the integration of MIMO antennas into small handsets is a challenging task. Smart antenna systems may revolutionize future communications systems. So fa...

Research paper thumbnail of Smart antennas by using LMS and SMI algorithms reduces interfernce

2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT), 2016

LMS (least mean square) and the SMI (sample matrix inversion) algorithms are presented for the in... more LMS (least mean square) and the SMI (sample matrix inversion) algorithms are presented for the interference rejection of adaptive array antennas. Interference rejection is achieved by optimally determining the array weights. LMS algorithm, which is based on the steepest-descent method, is the most common technique used for continuous adaptation. SMI algorithm based on an estimate of the correlation matrix is a method of directly calculating the antenna array weights. Performance results of LMS and SMI algorithms are investigated and given for different interference angles, step size of LMS, block size of SMI and interference-to-noise ratios (INRs) for a three elements uniformly spaced linear array.

Research paper thumbnail of Design of RADAR Detection System Management with MATLAB

International Journal for Research in Applied Science and Engineering Technology

Radio detection and ranging, that is, RADAR is a radio wave technique to determine the range, alt... more Radio detection and ranging, that is, RADAR is a radio wave technique to determine the range, altitude, direction of objects. The radar dish or antenna transmits pulses of radio waves or microwaves which bounces off any object in their path. It works by launching a short pulse at the ear audible frequency, after that microcontroller listens for echoes. The information about the distance to the object is given at the time elapsed during transmission to the echo reception. The object returns a tiny part of the wave's energy to a dish or antenna which is usually located at same site as the transmitter. High tech radar systems are associated with digital signal processing and are capable of extracting useful information from very high noise levels.

Research paper thumbnail of Smart Antenna its Algorithms and Implementation

Smart Antenna" generally refers to any antenna array, terminated in a sophisticated signal p... more Smart Antenna" generally refers to any antenna array, terminated in a sophisticated signal processor, which can adjust or adapt its own beam pattern in order to emphasize signals of interest and to minimize interfering signals. Smart antennas generally encompass both switched beam and beam formed adaptive systems. Switched b eam systems have several available fixed beam patterns. A decision is made as to which beam to access, at any given point in time, based upon the requirements of the system. Beam formed adaptive systems allow the antenna to steer the beam to any direction of interest while simultaneously nulling interfering signals. The rapid growth in demand for smart antennas is fueled by two major reasons. First, the technology for high speed analog-to-digital converters (ADC) and high speed digital signal processing is burgeoning at an alarming rate. Now the smart antennas its algorithms and its MATLAB onward flow is discussed and being implemented in my research paper.

Research paper thumbnail of Wireless Industrial Parameter Monitoring Using Raspberry Pi 3

This paper proposes an advanced system for process management via a credit card sized single boar... more This paper proposes an advanced system for process management via a credit card sized single board computer called raspberry pi based multi parameter monitoring hardware system designed using that measures and controls various global parameters. The system comprises of a single master and slave with wireless mode of communication and a raspberry pi system that can either operate on windows or Linux operating system. The parameters that can be tracked are current, voltage, temperature & light intensity. The master board use raspberry Pi, LM35 & LDR Sensors, Water level sensor(IC CD4066) ZIGBEE and Wi-Fi . From slave board the data is sent to the master and from master the data is sent to personal computer. We can monitor the data through Personal computer, display device (16x2 LCD) and simultaneously we will get email alerts when the parameter readings exceed the limit.

Research paper thumbnail of Wireless Electrical Apparatus Controlling System with Speed Control of Ac Motor Using RF-Communication

Global journal for research analysis, 2018

It is one of the real time applications in industry now a days all electrical devices in Industry... more It is one of the real time applications in industry now a days all electrical devices in Industry are controlled by man power , But in industry so many electrical devices are there. To control all electrical devices we need a lot of “ MAN POWER “ if manpower increases maintenance cost also increases this is one of the drawbacks of industry, so to avoid such type of drawback we need some wireless controlling systems, One of the wireless communication system is RF (Radio frequency) communication system, it is very cheap and very easy to implement. That is why we have selected RF- Technology, This is not only used in industry but also used for Domestic Purpose as home appliances controlling using RF remote, some persons who are unable to walk to switch board such type of persons need this type of project and also for old persons, why because you can switch ON/OFF load with remote, without moving away from your place, In this project we have six on/off loads and one variable load. In In...

Research paper thumbnail of Deep learning-based massive MIMO precoder under heavily noisy channel with flexible rate and power adaptation

Research paper thumbnail of Design and synthesis of GPS controlled environment monitoring robotic system based on IOT and ARM

AIP Conference Proceedings

Research paper thumbnail of Attendance automation with AI PON

AIP Conference Proceedings

Research paper thumbnail of Semi circular shaped slotted antenna for wide band wireless application

AIP Conference Proceedings

Research paper thumbnail of Smart shoe based on piezo electric sensors for low power applications

AIP Conference Proceedings

Research paper thumbnail of Anomaly-Based Hierarchical Intrusion Detection for Black Hole Attack Detection and Prevention in WSN

Lecture notes in networks and systems, 2023

Research paper thumbnail of Integrated learning algorithms-based epileptologist assistive tool for seizure detection and prediction

Research paper thumbnail of Linguistic Based Emotion Detection from Live Social Media Data Classification Using Metaheuristic Deep Learning Techniques

International Journal of Communication Networks and Information Security (IJCNIS)

A crucial area of research that can reveal numerous useful insights is emotional recognition. Sev... more A crucial area of research that can reveal numerous useful insights is emotional recognition. Several visible ways, including speech, gestures, written material, and facial expressions, can be used to portray emotion. Natural language processing (NLP) and DL concepts are utilised in the content-based categorization problem that is at the core of emotion recognition in text documents.This research propose novel technique in linguistic based emotion detection by social media using metaheuristic deep learning architectures. Here the input has been collected as live social media data and processed for noise removal, smoothening and dimensionality reduction. Processed data has been extracted and classified using metaheuristic swarm regressive adversarial kernel component analysis. Experimental analysis has been carried out in terms of precision, accuracy, recall, F-1 score, RMSE and MAP for various social media dataset.

Research paper thumbnail of Optical Character Recognition Using Tesseract

International Journal for Research in Applied Science and Engineering Technology

Optical Character Recognition (OCR) is a process or technology in which text within a digital ima... more Optical Character Recognition (OCR) is a process or technology in which text within a digital image is recognized. With rapid pace of technology, people want quicker, handy and reliable tools, which can fulfil their daily needs. With this moto we had gone forward and analyzed the existing tools and made up this Android App, which provides seamless experience (No ads and easy-to-use), and great accuracy. The main objective of this project is to allow automatic extraction of the information that a user wants from the paper document and using it wherever it is needed. In this project, OCR uses Tesseract as an engine to display the text to the user and uses a Deep learning model to classify the letters and display them to the user. It adds a new neural network (LSTM) based OCR engine which is focused on line recognition but also still supports the legacy Tesseract OCR engine which works by recognizing character patterns.

Research paper thumbnail of A New Approach for Intelligent Traffic Control System using Raspberry pi

This paper proposes an intelligent traffic control system to guarantee smooth flow of traffic. Ve... more This paper proposes an intelligent traffic control system to guarantee smooth flow of traffic. Vehicle is equipped with special Radio Frequency Identification (RFID) tag, placed such that it is intolerable to remove or destroy.We use RFID reader, system-on-chip to read the RFID tags attached to the vehicle and Raspberry-pi. It counts number of vehicles that passes on a specific path during a specified duration. It also regulates the network congestion, and hence the green light duration for that path.Density of the traffic will bedecided with the help of IR sensors. And in order to give Green path (Zero traffic) for emergency vehicles RFID technology isused. Along with this RFID is used to trail stolen automobiles too. The paper proposes control of system in 2 modes i.e.'automatic' without any human introversion and 'manual' with human introversion. The model was tested and the outcome ofmodel is as expected.

Research paper thumbnail of Implementation of Phase Shifters in Smart Antennas

A smart antenna is an antenna that possesses the property of modifying its transmitting and recei... more A smart antenna is an antenna that possesses the property of modifying its transmitting and receiving characteristics in order to improve its performance. In a smart antenna system, the dipole array is not smart by itself. It is the digital signal processing which makes the smart antenna really smart .Although it might seem that smart antennas are a new technology, the fundamental theory These antennas were applied in defense related systems during World War II. In advanced wireless systems, smart antennas improve the system capacity, the coverage area and the data rate. Smart antenna systems are an extension of cell sectoring in which the sector coverage consists of multiple beams .This is obtained by using antenna arrays and a number of beams in the sector. The increase in beam directionality provides more capacity and coverage area frequency phase shifter for use in phased arrays or smart antenna arrays. Several methods used in obtaining phase shifts of radio frequency signals ar...

Research paper thumbnail of Planar Arrays Implementation using Smart Antennas for Different Elements Configurations and Comparison

Smart antenna systems are one of these technologies which could provide directed radiation patter... more Smart antenna systems are one of these technologies which could provide directed radiation pattern towards desired direction, better capacity and reduce interference .which affects used bandwidth antennas are not smart; it is the overall system that tell them what to do is smart. Smart antenna Systems had two main parts Beam forming, which the radiation pattern is shaped and directed through it, and Direction of Arrival (DOA) algorithm that detects the user‘s location and uses it to direct the pattern. The antennas in the array interact constructively in the desired direction and destructively in other directions. In this paper, various evolutionary algorithms are used to adapt the weights of the smart antenna arrays to maximize the output power of the signal in desired direction and minimize the power in the unwanted direction. Different types of arrays (i.e., Linear, Circular, and Planar) are considered here planar arrays are implemented with different elemental configurations and...

Research paper thumbnail of Amplitude-only null positioning in linear arrays using firefly algorithm

2017 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), 2017

Beamforming is a serious problem in wireless communication. On one hand it involves in observing ... more Beamforming is a serious problem in wireless communication. On one hand it involves in observing deep nulls in the direction of the undesired signal and, on the other hand, it involves in positioning the main beam in the direction of the desired signal. Many deterministic and numerical techniques are proposed to achieve this objective. However, the application of evolutionary computing techniques produced better results over many existing conventional methods. In this paper, one such attempt of applying a novel nature-inspired technique known as Firefly algorithm (FFA) to demonstrate beamforming in linear arrays. The desired objectives of the synthesis process are defined as sidelobe level (SLL) suppression and null positioning. The optimal set of amplitude distribution for the elements in the linear array is obtained using the technique in order to achieve the desired objectives. The results are evaluated in terms of radiation pattern plots.

Research paper thumbnail of On The Beam Forming Characteristics of Linear Array Using Nature Inspired Computing Techniques

─ Beamforming is a serious problem in wireless communication. Many deterministic and numerical te... more ─ Beamforming is a serious problem in wireless communication. Many deterministic and numerical techniques are proposed to achieve beamforming. However, the application of evolutionary computing techniques produced better results over many existing conventional methods. In this paper, one such attempt of applying a novel nature-inspired technique known as Firefly algorithm (FFA) to demonstrate beamforming in linear arrays and compared with particle swarm optimization (PSO). The desired objectives of the synthesis process are defined as sidelobe level (SLL) suppression and null positioning. The optimal set of amplitude distribution for the elements in the linear array is obtained using the technique in order to achieve the desired objectives. The results are evaluated in terms of radiation pattern plots. Index Terms ─ Antenna array, Firefly algorithm, particle swarm optimization.

Research paper thumbnail of Smart Antennas Implementation for MIMO

Journal of Information Engineering and Applications, 2012

MIMO systems place the same requirements on the RF link as do the receive diversity systems that ... more MIMO systems place the same requirements on the RF link as do the receive diversity systems that are in place for current cellular networks, that is, there must be de-correlation between the channels received at the antenna. This de-correlation is provided by space diversity when achieved by the separation of the antennas, or by the use of polarization diversity when implemented by the use of orthogonal antenna elements. However, for dual-pole antennas, cross-polar discrimination and port-to-port isolations can affect the diversity or MIMO performance of the system by introducing correlation between the channels. MIMO systems employing smart antennas are a promising candidate for future mobile communications due to their tremendous spectral efficiency. RF engineers have to find new antenna solutions for MIMO applications, especially the integration of MIMO antennas into small handsets is a challenging task. Smart antenna systems may revolutionize future communications systems. So fa...

Research paper thumbnail of Smart antennas by using LMS and SMI algorithms reduces interfernce

2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT), 2016

LMS (least mean square) and the SMI (sample matrix inversion) algorithms are presented for the in... more LMS (least mean square) and the SMI (sample matrix inversion) algorithms are presented for the interference rejection of adaptive array antennas. Interference rejection is achieved by optimally determining the array weights. LMS algorithm, which is based on the steepest-descent method, is the most common technique used for continuous adaptation. SMI algorithm based on an estimate of the correlation matrix is a method of directly calculating the antenna array weights. Performance results of LMS and SMI algorithms are investigated and given for different interference angles, step size of LMS, block size of SMI and interference-to-noise ratios (INRs) for a three elements uniformly spaced linear array.

Research paper thumbnail of Design of RADAR Detection System Management with MATLAB

International Journal for Research in Applied Science and Engineering Technology

Radio detection and ranging, that is, RADAR is a radio wave technique to determine the range, alt... more Radio detection and ranging, that is, RADAR is a radio wave technique to determine the range, altitude, direction of objects. The radar dish or antenna transmits pulses of radio waves or microwaves which bounces off any object in their path. It works by launching a short pulse at the ear audible frequency, after that microcontroller listens for echoes. The information about the distance to the object is given at the time elapsed during transmission to the echo reception. The object returns a tiny part of the wave's energy to a dish or antenna which is usually located at same site as the transmitter. High tech radar systems are associated with digital signal processing and are capable of extracting useful information from very high noise levels.

Research paper thumbnail of Smart Antenna its Algorithms and Implementation

Smart Antenna" generally refers to any antenna array, terminated in a sophisticated signal p... more Smart Antenna" generally refers to any antenna array, terminated in a sophisticated signal processor, which can adjust or adapt its own beam pattern in order to emphasize signals of interest and to minimize interfering signals. Smart antennas generally encompass both switched beam and beam formed adaptive systems. Switched b eam systems have several available fixed beam patterns. A decision is made as to which beam to access, at any given point in time, based upon the requirements of the system. Beam formed adaptive systems allow the antenna to steer the beam to any direction of interest while simultaneously nulling interfering signals. The rapid growth in demand for smart antennas is fueled by two major reasons. First, the technology for high speed analog-to-digital converters (ADC) and high speed digital signal processing is burgeoning at an alarming rate. Now the smart antennas its algorithms and its MATLAB onward flow is discussed and being implemented in my research paper.

Research paper thumbnail of Wireless Industrial Parameter Monitoring Using Raspberry Pi 3

This paper proposes an advanced system for process management via a credit card sized single boar... more This paper proposes an advanced system for process management via a credit card sized single board computer called raspberry pi based multi parameter monitoring hardware system designed using that measures and controls various global parameters. The system comprises of a single master and slave with wireless mode of communication and a raspberry pi system that can either operate on windows or Linux operating system. The parameters that can be tracked are current, voltage, temperature & light intensity. The master board use raspberry Pi, LM35 & LDR Sensors, Water level sensor(IC CD4066) ZIGBEE and Wi-Fi . From slave board the data is sent to the master and from master the data is sent to personal computer. We can monitor the data through Personal computer, display device (16x2 LCD) and simultaneously we will get email alerts when the parameter readings exceed the limit.

Research paper thumbnail of Wireless Electrical Apparatus Controlling System with Speed Control of Ac Motor Using RF-Communication

Global journal for research analysis, 2018

It is one of the real time applications in industry now a days all electrical devices in Industry... more It is one of the real time applications in industry now a days all electrical devices in Industry are controlled by man power , But in industry so many electrical devices are there. To control all electrical devices we need a lot of “ MAN POWER “ if manpower increases maintenance cost also increases this is one of the drawbacks of industry, so to avoid such type of drawback we need some wireless controlling systems, One of the wireless communication system is RF (Radio frequency) communication system, it is very cheap and very easy to implement. That is why we have selected RF- Technology, This is not only used in industry but also used for Domestic Purpose as home appliances controlling using RF remote, some persons who are unable to walk to switch board such type of persons need this type of project and also for old persons, why because you can switch ON/OFF load with remote, without moving away from your place, In this project we have six on/off loads and one variable load. In In...