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Prof. Dr. Muhammad Tabish Niaz
Sejong University. Republic of Korea

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Research Keywords & Expertise

0 Deep Learning
0 Wireless Communication and Networks
0 Visible light communications
0 Next Generation Networks
0 Machine Learning and Applications

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Visible light communications

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Journal article
Published: 01 January 2021 in Computers, Materials & Continua
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ACS Style

Sitara Afzal; Muazzam Maqsood; Irfan Mehmood; Muhammad Tabish Niaz; Sanghyun Seo. An Efficient False-Positive Reduction System for Cerebral Microbleeds Detection. Computers, Materials & Continua 2021, 66, 2301 -2315.

AMA Style

Sitara Afzal, Muazzam Maqsood, Irfan Mehmood, Muhammad Tabish Niaz, Sanghyun Seo. An Efficient False-Positive Reduction System for Cerebral Microbleeds Detection. Computers, Materials & Continua. 2021; 66 (3):2301-2315.

Chicago/Turabian Style

Sitara Afzal; Muazzam Maqsood; Irfan Mehmood; Muhammad Tabish Niaz; Sanghyun Seo. 2021. "An Efficient False-Positive Reduction System for Cerebral Microbleeds Detection." Computers, Materials & Continua 66, no. 3: 2301-2315.

Journal article
Published: 01 January 2021 in Computers, Materials & Continua
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ACS Style

Ayesha Jabeen; Sitara Afzal; Muazzam Maqsood; Irfan Mehmood; Sadaf Yasmin; Muhammad Tabish Niaz; Yunyoung Nam. An LSTM Based Forecasting for Major Stock Sectors Using COVID Sentiment. Computers, Materials & Continua 2021, 67, 1191 -1206.

AMA Style

Ayesha Jabeen, Sitara Afzal, Muazzam Maqsood, Irfan Mehmood, Sadaf Yasmin, Muhammad Tabish Niaz, Yunyoung Nam. An LSTM Based Forecasting for Major Stock Sectors Using COVID Sentiment. Computers, Materials & Continua. 2021; 67 (1):1191-1206.

Chicago/Turabian Style

Ayesha Jabeen; Sitara Afzal; Muazzam Maqsood; Irfan Mehmood; Sadaf Yasmin; Muhammad Tabish Niaz; Yunyoung Nam. 2021. "An LSTM Based Forecasting for Major Stock Sectors Using COVID Sentiment." Computers, Materials & Continua 67, no. 1: 1191-1206.

Journal article
Published: 17 September 2020 in Sensors
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Hybrid pre-coding strategies are considered as a potential solution for combating path loss experienced by Massive MIMO systems operating at millimeter wave frequencies. The partially connected structure is preferred over the fully connected structure due to smaller computational complexity. In order to improve the spectral efficiency of a partially connected hybrid pre-coding architecture, which is one of the requirements of future 5G/B5G systems, this work proposes the application of evolutionary algorithms for joint computation of RF and the digital pre-coder. The evolutionary algorithm based scheme jointly evaluates the RF and digital pre-coder for a partially connected hybrid structure by taking into account the current RF chain for computations and therefore it is not based on interference cancellation from all other RF chains as in the case of successive interference cancellation (SIC). The evolutionary algorithm, i.e., Artificial Bee Colony (BEE) based pre-coding scheme outperforms other popular evolutionary algorithms as well as the SIC based pre-coding scheme in terms of spectral efficiency. In addition, the proposed algorithm is not overly sensitive to variations in channel conditions.

ACS Style

Salman Khalid; Waqas Bin Abbas; Hyung Seok Kim; Muhammad Tabish Niaz. Evolutionary Algorithm Based Capacity Maximization of 5G/B5G Hybrid Pre-Coding Systems. Sensors 2020, 20, 5338 .

AMA Style

Salman Khalid, Waqas Bin Abbas, Hyung Seok Kim, Muhammad Tabish Niaz. Evolutionary Algorithm Based Capacity Maximization of 5G/B5G Hybrid Pre-Coding Systems. Sensors. 2020; 20 (18):5338.

Chicago/Turabian Style

Salman Khalid; Waqas Bin Abbas; Hyung Seok Kim; Muhammad Tabish Niaz. 2020. "Evolutionary Algorithm Based Capacity Maximization of 5G/B5G Hybrid Pre-Coding Systems." Sensors 20, no. 18: 5338.

Journal article
Published: 10 October 2019 in Energies
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Machine-type communications (MTC) enable the connectivity and control of a vast category of devices without human intervention. This study considers a hybrid coexisting wireless cellular network for traditional and MTC devices along with the need for an energy efficient power allocation mechanism for MTC devices. A model is presented for the interference and battery lifetime of MTC devices and a battery lifetime maximization problem is formulated. Conventional game designs are unable to address the demands of a densified user environment because of the dimensional difficulty presented when attempting to achieve a converged solution that would lead to a stable equilibrium. The MTC power control problem is modeled as a differential game and a mean field game (MFG) for massive number of MTC nodes estimates the power allocation policy with system utility defined in terms of the experienced interference and reliability. The formulated power control MFG is solved using a finite difference method and analyzed using extensive simulations. The solution provides an optimal power control strategy for MTC devices, enabling them to prolong their battery lives with the implemented energy efficient power allocation scheme.

ACS Style

Kashif Mehmood; Muhammad Tabish Niaz; Hyung Seok Kim. A Power Control Mean Field Game Framework for Battery Lifetime Enhancement of Coexisting Machine-Type Communications. Energies 2019, 12, 3819 .

AMA Style

Kashif Mehmood, Muhammad Tabish Niaz, Hyung Seok Kim. A Power Control Mean Field Game Framework for Battery Lifetime Enhancement of Coexisting Machine-Type Communications. Energies. 2019; 12 (20):3819.

Chicago/Turabian Style

Kashif Mehmood; Muhammad Tabish Niaz; Hyung Seok Kim. 2019. "A Power Control Mean Field Game Framework for Battery Lifetime Enhancement of Coexisting Machine-Type Communications." Energies 12, no. 20: 3819.

Journal article
Published: 06 May 2019 in Energies
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Bluetooth Low Energy (BLE) has become ubiquitous in the majority of mobile devices that connect wirelessly. With the increase in the number of devices, the probability of congestion also increases in a network. Data channels of the BLE use frequency hopping, but it is not available for advertising channels. The capability of the BLE for providing a wide range of parameters settings ensures the impressive potential for BLE devices to customize their discovery latency. But communication before connection setup is not synchronous and both the scanning devices and the advertising devices are unaware of the timing parameters of each other. This can lead to inefficient advertiser device discovery. To resolve this issue, an algorithm is proposed to reduce the average latency per advertiser experienced due to the increase in the number of BLE devices in a vicinity. It is observed that the average latency has shown improvement in the range of 35% to 55%, depending on different simulated scenarios. Due to this improvement the overall energy consumption is also reduced.

ACS Style

Seung Whan Song; Youn Sang Lee; Fatima Imdad; Muhammad Tabish Niaz; Hyung Seok Kim. Efficient Advertiser Discovery in Bluetooth Low Energy Devices. Energies 2019, 12, 1707 .

AMA Style

Seung Whan Song, Youn Sang Lee, Fatima Imdad, Muhammad Tabish Niaz, Hyung Seok Kim. Efficient Advertiser Discovery in Bluetooth Low Energy Devices. Energies. 2019; 12 (9):1707.

Chicago/Turabian Style

Seung Whan Song; Youn Sang Lee; Fatima Imdad; Muhammad Tabish Niaz; Hyung Seok Kim. 2019. "Efficient Advertiser Discovery in Bluetooth Low Energy Devices." Energies 12, no. 9: 1707.

Journal article
Published: 01 January 2019 in International Journal of Ad Hoc and Ubiquitous Computing
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In recent advances in first response techniques, the uniform of each first responder working in the emergency field may be equipped with sensors and a gateway. These wearable sensors in conjunction with the gateway constitute a first responder monitoring system (FRMS). FRMS gathers data about the first responders vitals and the surrounding environment, which is then transmitted to the incident commander. For the energy-constrained nature of the FRMS, an energy-efficient slot allocation scheme is proposed. The energy-efficient scheme involves the design of an optimal slot allocation scheme based on Hungarian algorithm for sensor data collection and an energy-aware sensing and transmission scheme for sensor nodes. Simulation results demonstrate the superiority of proposed scheme in terms of lifetime, residual energy, and energy-delay product as compared to greedy and first-in-first-out (FIFO) slot allocation schemes.

ACS Style

Mahin K. Atiq; Kashif Mehmood; Muhammad Tabish Niaz; Hyung Seok Kim. Energy-aware optimal slot allocation scheme for wearable sensors in first responder monitoring system. International Journal of Ad Hoc and Ubiquitous Computing 2019, 31, 103 .

AMA Style

Mahin K. Atiq, Kashif Mehmood, Muhammad Tabish Niaz, Hyung Seok Kim. Energy-aware optimal slot allocation scheme for wearable sensors in first responder monitoring system. International Journal of Ad Hoc and Ubiquitous Computing. 2019; 31 (2):103.

Chicago/Turabian Style

Mahin K. Atiq; Kashif Mehmood; Muhammad Tabish Niaz; Hyung Seok Kim. 2019. "Energy-aware optimal slot allocation scheme for wearable sensors in first responder monitoring system." International Journal of Ad Hoc and Ubiquitous Computing 31, no. 2: 103.

Conference paper
Published: 01 January 2019 in 2019 15th Annual Conference on Wireless On-demand Network Systems and Services (WONS)
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ACS Style

Kashif Mehmood; Muhammad Tabish Niaz; Hyung Seok Kim. Game-Theoretic Power Control for Energy Constrained Machine Type Communications. 2019 15th Annual Conference on Wireless On-demand Network Systems and Services (WONS) 2019, 1 .

AMA Style

Kashif Mehmood, Muhammad Tabish Niaz, Hyung Seok Kim. Game-Theoretic Power Control for Energy Constrained Machine Type Communications. 2019 15th Annual Conference on Wireless On-demand Network Systems and Services (WONS). 2019; ():1.

Chicago/Turabian Style

Kashif Mehmood; Muhammad Tabish Niaz; Hyung Seok Kim. 2019. "Game-Theoretic Power Control for Energy Constrained Machine Type Communications." 2019 15th Annual Conference on Wireless On-demand Network Systems and Services (WONS) , no. : 1.

Special issue article
Published: 19 July 2018 in Transactions on Emerging Telecommunications Technologies
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In this paper, the effect of different types of filters on the performance of a total least square–based receiver for a visible light communication system is studied. In the literature, the most common type of filter that is used is a matched filter. This is considered to be an optimal filter and it is commonly available. In the computationally limited environment, where there are not enough resources to match the needs of an optimal filter such as matched filter, this paper investigates the use of other potential filters such as Butterworth, elliptical, and Chebyshev filters. This paper also investigates the effect of choosing a suitable transmission band to countermeasure the effects of noise from artificial light sources and sun. The proposed system is analyzed on the parameter of bit error rate.

ACS Style

Muhammad Tabish Niaz; Fatima Imdad; Kashif Mehmood; Hyung Seok Kim. A study of indoor VLC system based on TLS receiver. Transactions on Emerging Telecommunications Technologies 2018, 30, e3479 .

AMA Style

Muhammad Tabish Niaz, Fatima Imdad, Kashif Mehmood, Hyung Seok Kim. A study of indoor VLC system based on TLS receiver. Transactions on Emerging Telecommunications Technologies. 2018; 30 (2):e3479.

Chicago/Turabian Style

Muhammad Tabish Niaz; Fatima Imdad; Kashif Mehmood; Hyung Seok Kim. 2018. "A study of indoor VLC system based on TLS receiver." Transactions on Emerging Telecommunications Technologies 30, no. 2: e3479.

Research article
Published: 15 July 2018 in Wireless Communications and Mobile Computing
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Nonorthogonal multiple access (NOMA) is one of the few promising techniques that can ensure the achievement of benefits foreseen in next-generation 5G wireless networks and beyond. By using superposition coding, NOMA allows multiple users to share the same time and frequency resources, thereby enhancing user connectivity, spectral efficiency, and a considerable increase in user throughput. Interference mitigation is an important consideration in NOMA and is considerably more influencing in multicellular environments. First, a brief description of the impairments that can arise in a NOMA cellular network along with responsible factors is provided. Second, different approaches adopted to minimize these impairments are discussed. Finally, a possible solution is proposed that consists of a coordinated approach between the individual cells in the NOMA domain to minimize interferences and improve user throughput. Adaptive fractional frequency reuse (FFR) is used to allocate distinct frequency resources to edge users of different cells to minimize intercell interference in NOMA. Simulation results prove that the proposed NOMA scheme plays an important role in minimizing impairment effects and enhancing the SINR and the throughput performance of edge users while ensuring fairness in its design.

ACS Style

Kashif Mehmood; Muhammad Tabish Niaz; Hyung Seok Kim. Dynamic Fractional Frequency Reuse Diversity Design for Intercell Interference Mitigation in Nonorthogonal Multiple Access Multicellular Networks. Wireless Communications and Mobile Computing 2018, 2018, 1 -18.

AMA Style

Kashif Mehmood, Muhammad Tabish Niaz, Hyung Seok Kim. Dynamic Fractional Frequency Reuse Diversity Design for Intercell Interference Mitigation in Nonorthogonal Multiple Access Multicellular Networks. Wireless Communications and Mobile Computing. 2018; 2018 ():1-18.

Chicago/Turabian Style

Kashif Mehmood; Muhammad Tabish Niaz; Hyung Seok Kim. 2018. "Dynamic Fractional Frequency Reuse Diversity Design for Intercell Interference Mitigation in Nonorthogonal Multiple Access Multicellular Networks." Wireless Communications and Mobile Computing 2018, no. : 1-18.

Research article
Published: 19 June 2017 in IET Optoelectronics
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This study proposes a receiver for an asymmetrically clipped optical orthogonal frequency-division multiplexing system that utilises the total least-squares (TLS) technique. Commonly used estimation techniques such as least squares, diversity combining, minimum-mean-square-error, and pairwise maximum likelihood ignore the perturbation present while estimating the received signal, which causes the estimated signal to be inaccurate. In this study, a TLS-based receiver is proposed, which takes into consideration the errors present in both the data matrix (channel) and the observation matrix (received signal). While this technique is suboptimal, it is shown that with reasonable computational complexity it has an acceptable performance in a scenario with low processing capability and low battery power. Simulations are carried out for both line-of-sight and non-line-of-sight optical channels and the performance is analysed on the basis of bit error rate versus Eb /N0 where Eb is the energy received per information bit and N0 is the noise power spectral density.

ACS Style

Muhammad Tabish Niaz; Fatima Imdad; Soomi Kim; Hyung Seok Kim. Total least‐square‐based receiver for asymmetrically clipped optical‐orthogonal frequency divisional multiplexing visible light communication system. IET Optoelectronics 2017, 11, 129 -133.

AMA Style

Muhammad Tabish Niaz, Fatima Imdad, Soomi Kim, Hyung Seok Kim. Total least‐square‐based receiver for asymmetrically clipped optical‐orthogonal frequency divisional multiplexing visible light communication system. IET Optoelectronics. 2017; 11 (4):129-133.

Chicago/Turabian Style

Muhammad Tabish Niaz; Fatima Imdad; Soomi Kim; Hyung Seok Kim. 2017. "Total least‐square‐based receiver for asymmetrically clipped optical‐orthogonal frequency divisional multiplexing visible light communication system." IET Optoelectronics 11, no. 4: 129-133.

Journal article
Published: 20 February 2017 in Energies
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Visible light communication (VLC) has recently gained significant academic and industrial attention. VLC has great potential to supplement the functioning of the upcoming radio-frequency (RF)-based 5G networks. It is best suited for home, office, and commercial indoor environments as it provides a high bandwidth and high data rate, and the visible light spectrum is free to use. This paper proposes a multi-user full-duplex VLC system using red-green-blue (RGB), and white emitting diodes (LEDs) for smart home technologies. It utilizes red, green, and blue LEDs for downlink transmission and a simple phosphor white LED for uplink transmission. The red and green color bands are used for user data and smart devices, respectively, while the blue color band is used with the white LED for uplink transmission. The simulation was carried out to verify the performance of the proposed multi-user full-duplex VLC system. In addition to the performance evaluation, a cost-power consumption analysis was performed by comparing the power consumption and the resulting cost of the proposed VLC system to the power consumed and resulting cost of traditional Wi-Fi based systems and hybrid systems that utilized both VLC and Wi-Fi. Our findings showed that the proposed system improved the data rate and bit-error rate performance, while minimizing the power consumption and the associated costs. These results have demonstrated that a full-duplex VLC system is a feasible solution suitable for indoor environments as it provides greater cost savings and energy efficiency when compared to traditional Wi-Fi-based systems and hybrid systems that utilize both VLC and Wi-Fi.

ACS Style

Muhammad Tabish Niaz; Fatima Imdad; Hyung Seok Kim. Power Consumption Efficiency Evaluation of Multi-User Full-Duplex Visible Light Communication Systems for Smart Home Technologies. Energies 2017, 10, 254 .

AMA Style

Muhammad Tabish Niaz, Fatima Imdad, Hyung Seok Kim. Power Consumption Efficiency Evaluation of Multi-User Full-Duplex Visible Light Communication Systems for Smart Home Technologies. Energies. 2017; 10 (2):254.

Chicago/Turabian Style

Muhammad Tabish Niaz; Fatima Imdad; Hyung Seok Kim. 2017. "Power Consumption Efficiency Evaluation of Multi-User Full-Duplex Visible Light Communication Systems for Smart Home Technologies." Energies 10, no. 2: 254.

Conference paper
Published: 01 January 2017 in Journal of Physics: Conference Series
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An alternative line coding scheme called fixed-dimming on/off keying (FD-OOK) is proposed for visible-light communication (VLC). FD-OOK reduces the flickering caused by a VLC transmitter and can maintain a 50% dimming level. Simple encoder and decoder are proposed which generates codes where the number of bits representing one is same as the number of bits representing zero. By keeping the number of ones and zeros equal the change in the brightness of lighting may be minimized and kept constant at 50%, thereby reducing the flickering in VLC. The performance of FD-OOK is analysed with two parameters: the spectral efficiency and power requirement.

ACS Style

Muhammad Tabish Niaz; F Imdad; H S Kim. Alternative Line Coding Scheme with Fixed Dimming for Visible Light Communication. Journal of Physics: Conference Series 2017, 787, 012030 .

AMA Style

Muhammad Tabish Niaz, F Imdad, H S Kim. Alternative Line Coding Scheme with Fixed Dimming for Visible Light Communication. Journal of Physics: Conference Series. 2017; 787 (1):012030.

Chicago/Turabian Style

Muhammad Tabish Niaz; F Imdad; H S Kim. 2017. "Alternative Line Coding Scheme with Fixed Dimming for Visible Light Communication." Journal of Physics: Conference Series 787, no. 1: 012030.

Journal article
Published: 25 November 2016 in EURASIP Journal on Wireless Communications and Networking
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In this paper, we propose a compressive sensing (CS)-based channel estimation technique for asymmetrically clipped optical-orthogonal frequency division multiplexing (ACO-OFDM) visible light communications (VLC) in 5G systems. We proposed a modified version of sparsity adaptive matching pursuit (SAMP) algorithm which is named as self-aware step size sparsity adaptive matching pursuit (SS-SAMP) algorithm. It utilizes the built-in features of SAMP and with additional ability to select step size according to the present situation, hence term self-aware, can provide better accuracy and low computational cost. It also does not require any prior knowledge of the sparsity of the signal which makes it self-sufficient. CS-based algorithms such as orthogonal matching pursuit (OMP), SAMP, and our proposed SS-SAMP were implemented on ACO-OFDM VLC. The paper is supported by simulation results which demonstrate performance of proposed scheme in terms of bit error rate (BER), mean square error (MSE), computational complexity, and key VLC parameter (LED nonlinearity, shot noise, thermal noise, channel response, and peak-to-average power ratio (PAPR). It is shown that the SS-SAMP is a good candidate for ACO-OFDM-based VLC that are mobile and have limited processing power, based on its performance and computational complexity. Keywords Bit-error-rate Channel estimation Compressed sensing Visible light communication

ACS Style

Muhammad Tabish Niaz; Fatima Imdad; Waleed Ejaz; Hyung Seok Kim. Compressed sensing-based channel estimation for ACO-OFDM visible light communications in 5G systems. EURASIP Journal on Wireless Communications and Networking 2016, 2016, 97 .

AMA Style

Muhammad Tabish Niaz, Fatima Imdad, Waleed Ejaz, Hyung Seok Kim. Compressed sensing-based channel estimation for ACO-OFDM visible light communications in 5G systems. EURASIP Journal on Wireless Communications and Networking. 2016; 2016 (1):97.

Chicago/Turabian Style

Muhammad Tabish Niaz; Fatima Imdad; Waleed Ejaz; Hyung Seok Kim. 2016. "Compressed sensing-based channel estimation for ACO-OFDM visible light communications in 5G systems." EURASIP Journal on Wireless Communications and Networking 2016, no. 1: 97.

Journal article
Published: 01 October 2016 in Optical Engineering
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. Indoor visible light communication (VLC) uses light emitting diodes (LEDs) to provide both illumination and data communication. The deployment of LED plays an important role in maintaining a steady optical power distribution over the reference receiving plane. Typical ways of luminaire deployment in offices and homes are not optimized for VLC. This paper investigates various configurations of LEDs for deploying them on the ceilings of offices and homes. The existing square array deployment of LEDs does not provide a full coverage on the receiving plane leaving dead spaces, which in turn affects the performance of the whole system. An optimized circular deployment scheme is proposed that considers both the position of the LED transmitters on the ceiling and the first reflections at each wall to yield more accurate results. Rectangular deployment and circular deployment are analyzed through simulation of the received optical power distribution, average outage area rate, and energy consumption. An optimization technique is developed to analyze the LED deployment schemes. It is clear from the results that the circular LED deployment provides a better performance than the square array grid LED deployment.

ACS Style

Muhammad Tabish Niaz; Fatima Imdad; Soomi Kim; Hyung Seok Kim. Deployment methods of visible light communication lights for energy efficient buildings. Optical Engineering 2016, 55, 106113 .

AMA Style

Muhammad Tabish Niaz, Fatima Imdad, Soomi Kim, Hyung Seok Kim. Deployment methods of visible light communication lights for energy efficient buildings. Optical Engineering. 2016; 55 (10):106113.

Chicago/Turabian Style

Muhammad Tabish Niaz; Fatima Imdad; Soomi Kim; Hyung Seok Kim. 2016. "Deployment methods of visible light communication lights for energy efficient buildings." Optical Engineering 55, no. 10: 106113.

Conference paper
Published: 01 October 2015 in 2015 15th International Conference on Control, Automation and Systems (ICCAS)
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Railway is one of the most used means of transportation. For the railway system to operate flawlessly constant monitoring and inspection of railway tracks is required. Currently railway track inspection and monitoring is done manually which is time taking and not accurate, due to the high chance of human error occurrence. Moreover, practically it is impossible to inspect and monitor the railway track manually as they run thousands of miles. To avoid this we propose a prototype system, designed for continuous monitoring of railway tracks using a combination of sensors. These sensors collect data and through computational analysis faults in the railway tracks are identified. The collected data can help in finding cracks in the tracks and catastrophic accidents can be avoided.

ACS Style

Fatima Imdad; Muhammad Tabish Niaz; Hyung Seok Kim. Railway track structural health monitoring system. 2015 15th International Conference on Control, Automation and Systems (ICCAS) 2015, 769 -772.

AMA Style

Fatima Imdad, Muhammad Tabish Niaz, Hyung Seok Kim. Railway track structural health monitoring system. 2015 15th International Conference on Control, Automation and Systems (ICCAS). 2015; ():769-772.

Chicago/Turabian Style

Fatima Imdad; Muhammad Tabish Niaz; Hyung Seok Kim. 2015. "Railway track structural health monitoring system." 2015 15th International Conference on Control, Automation and Systems (ICCAS) , no. : 769-772.

Journal article
Published: 30 June 2011 in International Journal of Computer Applications
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ACS Style

Muhammad Tabish Niaz; Adnan Ahmad Khan; Imran Shafi. Passive Source Localization in a Randomly Distributed Wireless Sensor Networks. International Journal of Computer Applications 2011, 24, 1 -5.

AMA Style

Muhammad Tabish Niaz, Adnan Ahmad Khan, Imran Shafi. Passive Source Localization in a Randomly Distributed Wireless Sensor Networks. International Journal of Computer Applications. 2011; 24 (6):1-5.

Chicago/Turabian Style

Muhammad Tabish Niaz; Adnan Ahmad Khan; Imran Shafi. 2011. "Passive Source Localization in a Randomly Distributed Wireless Sensor Networks." International Journal of Computer Applications 24, no. 6: 1-5.

Conference paper
Published: 01 September 2021
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ACS Style

Muhammad Tabish Niaz; Fatima Imdad; Hyung Seok Kim. LED Deployment for improving Received Optical Power Distribution in Visible Light Communication Systems. 2021, 1 .

AMA Style

Muhammad Tabish Niaz, Fatima Imdad, Hyung Seok Kim. LED Deployment for improving Received Optical Power Distribution in Visible Light Communication Systems. . 2021; ():1.

Chicago/Turabian Style

Muhammad Tabish Niaz; Fatima Imdad; Hyung Seok Kim. 2021. "LED Deployment for improving Received Optical Power Distribution in Visible Light Communication Systems." , no. : 1.