Sustainable Development Goals: 09

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Industry, Innovation and Infrastructure

Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation

SDG Goal 9, “Industry, Innovation, and Infrastructure,” aims to build resilient infrastructure, promote inclusive and sustainable industrialization, and foster innovation. It focuses on developing reliable and sustainable infrastructure to support economic development and well-being. By enhancing research and upgrading technological capabilities, Goal 9 drives sustainable industrialization, creates jobs, and fosters innovation. It also seeks to reduce the digital divide, promote equitable access to information and communication technology, and support small-scale enterprises. These efforts aim to build a foundation for sustained growth, improve living standards, and reduce global inequalities.

Statistics Of Pakistan

Research & Publications

Performance analysis and design of Semi-Blind Beamforming for downlink MIMO–NOMA Heterogeneous Network

Sadiq Ur Rehman, Jawwad Ahmad, Anwaar Manzar, and Muhammad Moinuddin. “Performancen analysis and design of Semi-Blind Beamforming for downlink MIMO–NOMA Heterogeneous Network”. Telecommunication Systems (01-Feb-2024): PP 1-12. {Impact Factor = 2.5, Q2, W- Category},

https://doi.org/10.1007/s11235-023-01098-y

Optimized Statistical Beamforming for Cooperative Spectrum Sensing in Cognitive Radio Networks

Ubaid M. Al-Saggaf, Jawwad Ahmad, Mohammed A. Alrefaei, and Muhammad Moinuddin. “Optimized Statistical Beamforming for Cooperative Spectrum Sensing in Cognitive Radio Networks.” Mathematics 11, no. 16 (2023): 3533. {Impact Factor = 2.4}, https://doi.org/10.57041/pjs.v75i02.840

Beamforming Techniques for MIMO-NOMA for 5G and Beyond 5G: Research Gaps and Future Directions

Sadiq Ur Rehman, Jawwad Ahmad, Anwaar Manzar, Muhammad Moinuddin. “Beamforming Techniques for MIMO-NOMA for 5G and Beyond 5G: Research Gaps and Future Directions”. Circuits, Systems, and Signal Processing (Publisher: Springer US); PP 1-31, (02 November 2023),

https://doi.org/10.1007/s00034-023-02517-w {Impact Factor = 2.3, Q2, X-Category, HEC- Indexed}

Design of Routing protocols for Crowd Associated Networks

Rabia Bilal, B Khan, “Design of Routing protocols for Crowd Associated Networks”, Handbook of Intelligent Computing and Optimization for Sustainable Development. Wiley, Feb 2022.

Analysis of link time in Mobile AdHocNetworks (MANET)

Israr, A., Ali, Z. A., Pathan, M. S., & Rana Javed Masood (2023). Analysis of link time in Mobile AdHocNetworks (MANET). Tecciencia, 18(34), 1-14.

(https://doi.org/10.18180/tecciencia.2022.34.1) [ESCI, INSPEC, HEC- Category Y]

Formation control of quad-rotor UAV via PIO

Bai, T., Wang, D., & Masood, Rana Javed Masood (2022). Formation control of quad-rotor UAV via PIO. Science China Technological Sciences, 1-8.

(https://doi.org/10.1007/s11431-020-1794-2) [SCI-Expended Journal, HEC- Category W, Impact Factor 4.6]. Q1- Quartiles.

Outage Probability and Ergodic Capacity Analysis of MIMO-NOMA Heterogeneous Network for 5G System.

Sadiq Ur Rehman, Jawwad Ahmad, Anwaar Manzar, Muhammad Moinuddin. “Outage Probability and Ergodic Capacity Analysis of MIMO-NOMA Heterogeneous Network for 5G System.” Journal of Independent Studies and Research Computing 20, no. 2 (2022),

https://doi.org/10.31645/JISRC.22.20.2.3

An Efficient Normalized LMS Algorithm

Azzedine Zerguine, Jawwad Ahmad, Muhammad Moinuddin, Ubaid M. AlSaggaf and Abdelhak M. Zoubir, “An Efficient Normalized LMS Algorithm”, Nonlinear Dynamics, pages 1-19, Springer Netherlands, 13 October2022. {Impact Factor = 5.741, Q1, W-Category, HEC-Indexed}

https://doi.org/10.1007/s11071-022-07773-0

A Review of Recent Advances in Intelligent Neuromorphic Computing-Assisted Machine Learning for Automatic Anomaly Detection

S. M. Zia Uddin, Babar Khan, Syeda Aimen Naseem, Syeda Umme Aeman Kamal, GCWOT’24. Focuses on the development of advanced technology (machine learning and neuromorphic computing), which supports innovation and the improvement of industrial processes, contributing to building resilient infrastructure and fostering innovation.

Patents

Blind method of equalizing signals in filter bank multi-carrier communications

Moinuddin, Muhammad, Ubaid M. Al-Saggaf, Jawwad Ahmad, Asmaa Ubaid AlSaggaf, and Mohammad S. Alhazmi, “Blind method of equalizing signals in filter bank multi-carrier communications”, U.S. Patent 11,483,183, issued October 25, 2022.

Communications device with antenna-based spectrum sensing without gaussian assumption

Moinuddin, Muhammed, Ubaid M. Al-Saggaf, Mohammed A. Alrefaei, and Jawwad Ahmad, “Communications device with antenna-based spectrum sensing without gaussian assumption”, U.S. Patent 11,218,885, issued January 4, 2022.

Communication device for a secondary user in a cognitive radio network

Moinuddin, Muhammed, Ubaid M. Al-Saggaf, Mohammed A. Alrefaei, and Jawwad Ahmad, “Communication device for a secondary user in a cognitive radio network”, U.S. Patent 11,146,970, issued October 12, 2021.

Multiple antenna-based spectrum sensing solution for cognitive radio

Moinuddin, Muhammed, Ubaid M. Al-Saggaf, Mohammed A. Alrefaei, and Jawwad Ahmad, “Multiple antenna-based spectrum sensing solution for cognitive radio”, U.S. Patent 11,076,299, issued July 27, 2021.

Method for spectrum sensing unoccupied frequency

Moinuddin, Muhammed, Ubaid M. Al-Saggaf, Mohammed A. Alrefaei, and Jawwad Ahmad, “Method for spectrum sensing unoccupied frequency”, U.S. Patent 10,880,752, issued December 29, 2020.

Final Year Projects

Hope in Action: Steps Towards Industry, Innovation & Infrastructure

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