Current Organizations / Institutes

The organizations/institutes from the scholar's latest article

Previous Organizations / Institutes

The organizations / institutes from the scholar's other articles in the past ten years


Zulfiqar Ali Arain has a total of 56 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Optimized energy-efficient scheduling for multi-path TCP using distributed constraint and Max-Sum algorithms

    by Zulfiqar Ali Arain, Xuesong Qiu, Faheem Yar Khuhawar, Mu Wang, Changqiao Xu

  • Compact Florad Patch Antenna for UWB, C-, X-, and Ku-Band Applications with Enhanced Gain

    by Permanand Soothar, Zaheer Ahmed Dayo, Zulfiqar Ali Arain, Zhou Jing

    A miniature Florad patch antenna (FPA) with dimensions of 0.328 λ0 × 0.265 λ0, thickness of 0.0235 λ0, and FR 4 substrate Ɛr = 4.4 is designed and simulated. The antenna exhibits a broad impedance bandwidth covering the UltraWideband (UWB), C-, X-, and Ku-Band frequency ranges from 4.4 GHz to 17.3 GHz. Throughout the entire operational band, the radiation patterns remain stable, and the gain variations are maintained within acceptable limits, achieving a peak gain of 7.36 dBi at 16.4 GHz. The Florad antenna represents an excellent choice for multi-resonance wireless communication applications due to its compact size, wide bandwidth, and moderate-to-high gain performance.

  • Open Access

    Energy-Aware MPTCP Scheduling in Heterogeneous Wireless Networks Using Multi-Agent Deep Reinforcement Learning Techniques

    by Zulfiqar Ali Arain, Xuesong Qiu, Changqiao Xu, Mu Wang, Mussadiq Abdul Rahim

    This paper proposes an energy-efficient scheduling scheme for multi-path TCP (MPTCP) in heterogeneous wireless networks, aiming to minimize energy consumption while ensuring low latency and high throughput. Each MPTCP sub-flow is controlled by an agent that cooperates with other agents using the Multi-Agent Deep Deterministic Policy Gradient (MADDPG) algorithm. This approach enables the agents to learn decentralized policies through centralized training and decentralized execution. The scheduling problem is modeled as a multi-agent decision-making task. The proposed energy-efficient scheduling scheme, referred to as EE-MADDPG, demonstrates significant energy savings while maintaining lower latency and higher throughput compared to other state-of-the-art scheduling techniques. By adopting a multi-agent deep reinforcement learning approach, the agents can learn efficient scheduling policies that optimize various performance metrics in heterogeneous wireless networks.


  • An Analysis of Multipath TCP Security Vulnerabilities: A Research Study

    by Fatima Shafique, Shayan Fatima, Faheem Yar Khuhawar, Zulfiqar Ali Arain

    Multipath TCP is a major extension of TCP that permits two endpoints to simultaneously use multiple paths between them for a single connection. This protocol offers promising techniques to maximize overall throughput, increases fault tolerance and redundancy as well as provides full backward compatibility with regular TCP. While the protocol specification is almost finalized, it is still susceptible to several security vulnerabilities, particularly during connection establishment. These attacks include Man-in-the-middle, ADD-Address, Denial of Service (DoS), SYN flooding, and other cyber-attacks. This paper attempts to propose an extensive analysis of Multipath TCP security vulnerabilities as well as existing solutions that have been devised to overcome such issues. Additionally, we've compared a list of recently introduced Multipath TCP security mechanisms to improve the protocol's performance.


  • Open Access

    Encoder-Decoder Based LSTM Model to Advance User QoE in 360-Degree Video

    by Muhammad Usman Younus, Rabia Shafi, Ammar Rafiq, Muhammad Rizwan Anjum, Sharjeel Afridi, Abdul Aleem Jamali, Zulfiqar Ali Arain

    The development of multimedia content has resulted in a massive increase in network traffic for video streaming. It demands such types of solutions that can be addressed to obtain the user's Quality-of-Experience (QoE). 360-degree videos have already taken up the user's behavior by storm. However, the users only focus on the part of 360-degree videos, known as a viewport. Despite the immense hype, 360-degree videos convey a loathsome side effect about viewport prediction, making viewers feel uncomfortable because user viewport needs to be pre-fetched in advance. Ideally, we can minimize the bandwidth consumption if we know what the user motion in advance. Looking into the problem definition, we propose an Encoder-Decoder based Long-Short Term Memory (LSTM) model to more accurately capture the non-linear relationship between past and future viewport positions. This model takes the transforming data instead of taking the direct input to predict the future user movement. Then, this prediction model is combined with a rate adaptation approach that assigns the bitrates to various tiles for 360-degree video frames under a given network capacity. Hence, our proposed work aims to facilitate improved system performance when QoE parameters are jointly optimized. Some experiments were carried out and compared with existing work to prove the performance of the proposed model. Last but not least, the experiments implementation of our proposed work provides high user's QoE than its competitors.


  • Open Access

    MIMO Antenna System for Modern 5G Handheld Devices with Healthcare and High Rate Delivery

    by Saad Hassan Kiani, Ahsan Altaf, Muhammad Rizwan Anjum, Sharjeel Afridi, Zulfiqar Ali Arain, Sadia Anwar, Salahuddin Khan, Mohammad Alibakhshikenari, Ali Lalbakhsh, Muhammad Abbas Khan, et al.

    In this work, a new prototype of the eight-element MIMO antenna system for 5G communications, internet of things, and networks has been proposed. This system is based on an H-shaped monopole antenna system that offers 200 MHz bandwidth ranges between 3.4–3.6 GHz, and the isolation between any two elements is well below −12 dB without using any decoupling structure. The proposed system is designed on a commercially available 0.8 mm-thick FR4 substrate. One side of the chassis is used to place the radiating elements, while the copper from the other side is being removed to avoid short-circuiting with other components and devices. This also enables space for other systems, sub-systems, and components. A prototype is fabricated and excellent agreement is observed between the experimental and the computed results. It was found that ECC is 0.2 for any two radiating elements which is consistent with the desirable standards, and channel capacity is 38 bps/Hz which is 2.9 times higher than 4 × 4 MIMO configuration. In addition, single hand mode and dual hand mode analysis are conducted to understand the operation of the system under such operations and to identify losses and/or changes in the key performance parameters. Based on the results, the proposed antenna system will find its applications in modern 5G handheld devices and internet of things with healthcare and high rate delivery. Besides that, its design simplicity will make it applicable for mass production to be used in industrial demands.


  • Open Access

    Future Smartphone: MIMO Antenna System for 5G Mobile Terminals

    by Mujeeb Abdullah, Ahsan Altaf, Muhammad Rizwan Anjum, Zulfiqar Ali Arain, Abdul Aleem Jamali, Mohammad Alibakhshikenari, Francisco Falcone, Ernesto Limiti

    In this article, an inverted L-shaped monopole eight elements Multiple Input Multiple Output (MIMO) antenna system is presented. The multi-antenna system is designed on a low cost 0.8 mm thick FR4 substrate having dimensions of 136×68 mm 2 resonating at 3.5GHz with a 6dB measured bandwidth of 450MHz, and with inter element isolation greater than 15 dB and gain of 4 dBi. The proposed design consists of eight inverted L-shaped elements and parasitic L-shaped strips extending from the ground plane. These shorted stripes acted as tuning stubs for the four inverted L-shaped monopole elements on the side of chassis. This is done to achieve the desired frequency range by increasing the electrical length of the antennas. A prototype is fabricated, and the experimental results show good impedance matching with reasonable measured isolation within the desired frequency range. The MIMO performances, such as envelope correlation coefficient (ECC) and mean effective gain (MEG) are also calculated along with the channel capacity of 38.1bps/Hz approximately 2.6 times that of 4×4 MIMO system. Due to its simple shape and slim design, it may be a potential chassis for future handsets. Therefore, user hand scenarios, i.e. both single and dual hand are studied. Also, the effects of hand scenarios on various MIMO parameters are discussed along with the SAR. The performance of the proposed system in different scenarios suggests that the proposed structure holds promising future within the next generation radio smart phones.


  • Open Access

    Donut-Shaped mmWave Printed Antenna Array for 5G Technology

    by Mian Muhammad Kamal, Shouyi Yang, Saad Hassan Kiani, Muhammad Rizwan Anjum, Mohammad Alibakhshikenari, Zulfiqar Ali Arain, Abdul Aleem Jamali, Ali Lalbakhsh, Ernesto Limiti

    This article presents compact and novel shape ring slotted antenna array operating at mmWave band on central frequency of 28 GHz. The proposed structure designed at 0.256 mm thin Roggers 5880 is composed of a ring shape patch with a square slot etched at the top mid-section of partial ground plane. Through optimizing the ring and square slot parameters high bandwidth of 8 GHz is achieved ranging from 26 to 32 GHz with simulated gain of 3.95 dBi and total efficiency of 96% for single element. The proposed structure is further transformed in a 4 element linear array manner. With compact dimensions of 20 mm × 22 mm for array, the proposed antenna delivers high simulated gain of 10.7 dBi and is designed in such a way that it exhibits dual beam response over the entire band of interest and simulated results well agree with fabricated prototype measurements.


  • Stochastic Optimization of Multipath TCP for Energy Minimization and Network Stability over Heterogeneous Wireless Network

    by Zulfiqar A. Arain, Xuesong Qiu, Lujie Zhong, Mu Wang, Xingyan Chen, Yongping Xiong, Kiran Nahida, Changqiao Xu

    KSII Transactions on Internet and Information Systems TIIS Paper Details