activity
20182021
most citedDeep-Learning-Aided Detection for Reconfigurable Intelligent Surfaces

53 citations · 163 across the 23 of their papers we have counts for

collaborators

24 papers

cs.IT2021★ 23 cited

Massive MIMO NOMA with Wavelet Pulse Shaping to Minimize Undesired Channel Interference

Muneeb Ahmad, Soo Young Shin

In this article, wavelet OFDM based non-orthogonal-multiple-access (NOMA) combined with massive MIMO system for 6G networks is proposed. For mMIMO transmissions, the proposed syste…

cs.CV2021

Real-Time Trash Detection for Modern Societies using CCTV to Identifying Trash by utilizing Deep Convolutional Neural Network

Syed Muhammad Raza, Syed Muhammad Ghazi Hassan, Syed Ali Hassan +1

To protect the environment from trash pollution, especially in societies, and to take strict action against the red-handed people who throws the trash. As modern societies are deve…

cs.IT2021★ 2 cited

Performance Evaluation of Cooperative NOMA-based Improved Hybrid SWIPT Protocol

Ahmed Al Amin, Soo Young Shin

This study proposes the integration of a cooperative non-orthogonal multiple access (CNOMA) and improved hybrid simultaneous wireless information and power transfer (IHS SWIPT) pro…

eess.SP2020★ 1 cited

Energy Efficient Pairing and Power Optimization for NOMA UAV Network under QoS Constraints

Irfan Azam, Muhammad Basit Shahab, Soo Young Shin

Due to an increasing number of unmanned aerial vehicles (UAVs) with generally limited battery power, energy efficient data transmission schemes with massive connectivity capabiliti…

cs.CY2020

New Normal: Cooperative Paradigm for Covid-19 Timely Detection and Containment using Internet of Things and Deep Learning

Farooque Hassan Kumbhar, Syed Ali Hassan, Soo Young Shin

The spread of the novel coronavirus (COVID-19) has caused trillions of dollars in damages to the governments and health authorities by affecting the global economies. The purpose o…

cs.CV2020

A Deep Convolutional Neural Network for the Detection of Polyps in Colonoscopy Images

Tariq Rahim, Syed Ali Hassan, Soo Young Shin

Computerized detection of colonic polyps remains an unsolved issue because of the wide variation in the appearance, texture, color, size, and presence of the multiple polyp-like im…

cs.CV2020

An Improved Deep Convolutional Neural Network-Based Autonomous Road Inspection Scheme Using Unmanned Aerial Vehicles

Syed Ali Hassan, Tariq Rahim, Soo Young Shin

Advancements in artificial intelligence (AI) gives a great opportunity to develop an autonomous devices. The contribution of this work is an improved convolutional neural network (…

eess.IV2020★ 3 cited

Comparing H.265/HEVC and VP9: Impact of High Frame Rates on the Perceptual Quality of Compressed Videos

Tariq Rahim, Muhammad Arslan Usman, Soo Young Shin

High frame rates have been known to enhance the perceived visual quality of specific video content. However, the lack of investigation of high frame rates has restricted the expans…

eess.SP2019★ 1 cited

Role Switching and Power Allocation Technique for Mobile Users in NOMA

Irfan Azam, Muhammad Basit Shahab, Soo Young Shin

In this letter, role switching and power allocation schemes are proposed to tackle user mobility in non-orthogonal multiple access (NOMA) systems. When cell center user (CCU) and c…

cs.NI2019

Capacity improvement of non-orthogonal multiple access downlink transmission by orbital angular momentum based mode division multiple access

Ahmed Al Amin, Soo Young Shin

In this paper, non-orthogonal multiple access (NOMA) downlink transmission is integrated with orbital angular momentum (OAM) based mode division multiple access (MDMA), called NOMA…

eess.SP2019★ 53 cited

Deep-Learning-Aided Detection for Reconfigurable Intelligent Surfaces

Saud Khan, Komal S Khan, Noman Haider +1

This paper presents a deep learning (DL) approach for estimating and detecting symbols in signals transmitted through reconfigurable intelligent surfaces (RIS). The proposed networ…

eess.IV2019

A Survey on Contemporary Computer-Aided Tumor, Polyp, and Ulcer Detection Methods in Wireless Capsule Endoscopy Imaging

Tariq Rahim, Muhammad Arslan Usman, Soo Young Shin

Wireless capsule endoscopy (WCE) is a process in which a patient swallows a camera-embedded pill-shaped device that passes through the gastrointestinal (GI) tract, captures and tra…

cs.IT2019

Non-Orthogonal Multiple Access with Spatial Modulation in Downlink Coordinated Multipoint Transmission

Denny Kusuma Hendraningrat, Bhaskara Narottama, Soo Young Shin

In this paper, a joint transmission coordinated multi-point based non-orthogonal multiple access (JT-COMP NOMA) combined with spatial modulation (SM), termed as JT-COMP NOMA-SM, is…

cs.NI2019

Channel Capacity Enhancement of SWIPT based CNOMA Downlink Transmission with Orbital Angular Momentum over Rician Fading Channel

Ahmed Al Amin, Soo Young Shin, Bhaskara Narottama

In this paper, the integration of cooperative non-orthogonal multiple access (CNOMA) and power splitting based simultaneous wireless information and power transfer (SWIPT) is propo…

eess.SP2019

Capacity Enhancement of Cooperative NOMA over Rician Fading Channels with Orbital Angular Momentum

Ahmed Al Amin, Bhaskara Narottama, Soo Young Shin

This letter proposes the usage of orbital angular momentum (OAM) for cooperative non-orthogonal multiple access (CNOMA) to enhance sum capacity (SC) for the future cellular communi…

cs.NI2019

NEWSTRADCOIN: A Blockchain Based Privacy Preserving Secure NEWS Trading Network

Anik Islam, Md. Fazlul Kader, Md Mofijul Islam] +1

In order to stay up to date with world issues and cutting-edge technol-ogies, the newspaper plays a crucial role. However, collecting news is not a very easy task. Currently, news…

cs.NI2019★ 7 cited

Virtual User Pairing Non-Orthogonal Multiple Access in Downlink Coordinated Multipoint Transmission

Denny Kusuma Hendraningrat, Muhammad Basit Shahab, Soo Young Shin

In this paper, joint transmission coordinated multipoint (JT-CoMP) is exploited by using virtual user pairing non-orthogonal multiple access (VP-NOMA), termed as JT-CoMP VP-NOMA. T…

cs.CR2018★ 8 cited

BSSSQS: A Blockchain Based Smart and Secured Scheme for Question Sharing in the Smart Education System

Anik Islam, Md. Fazlul Kader, Soo Young Shin

Existing education systems are facing a threat of question paper leaking (QPL) in the exam which jeopardizes the quality of education. Therefore, it is high time to think about a m…

cs.NI2018★ 1 cited

Evolutionary Computing Approach to Optimize Superframe Scheduling on Industrial Wireless Sensor Networks

Gandeva Bayu Satrya, Soo Young Shin

There has been a paradigm shift in the industrial wireless sensor domain caused by the Internet of Things (IoT). IoT is a thriving technology leading the way in short range and fix…

cs.NI2018★ 23 cited

Blockchain based secure data handover scheme in non-orthogonal multiple access

Anik Islam, Mohammed Belal Uddin, Md. Fazlul Kader +1

Non-orthogonal multiple access (NOMA) with successive interference cancellation receiver is considered as one of the most potent multiple access techniques to be adopted in future…

eess.SP2018

Device-to-Device Communication Facilitating Full-Duplex Cooperative Relaying Using Non-Orthogonal Multiple Access

Mohammed Belal Uddin, Md. Fazlul Kader, Soo Young Shin

This letter presents a device-to-device (D2D) enabling cellular full-duplex (FD) cooperative protocol using non-orthogonal multiple access (NOMA), where an FD relay assists in rela…

cs.IT2018★ 6 cited

Exploiting non-orthogonal multiple access in downlink coordinated multipoint transmission with the presence of imperfect channel state information

Fahri Wisnu Murti, Rahmat Faddli Siregar, Muhammad Royyan +1

In this paper, the impact of imperfect channel state information (CSI) on a downlink coordinated multipoint (CoMP) transmission system with non-orthogonal multiple access (NOMA) is…

cs.IT2018★ 35 cited

Capacity and outage analysis of a dual-hop decode-and-forward relay-aided NOMA scheme

Md. Fazlul Kader, Mohammed Belal Uddin, S. M. Riazul Islam +1

Non-orthogonal multiple access (NOMA) is regarded as a candidate radio access technique for the next generation wireless networks because of its manifold spectral gains. A two-phas…

eess.SP2018

Performance Enhancement of Downlink NOMA by Combination with GSSK

Jin Woo Kim, Soo Young Shin, Victor C. M. Leung

In non-orthogonal multiple access (NOMA), cell-edge users experience significantly low spectral density because only some part of the total transmit power is allocated. This leads…