Farjam Karim

dblp:321/6596 · DBLP profile ↗
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8ranked-venue papers
7as first author
8since 2021 · last 2026
0009-0004-1658-1177ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Computer networks · 5 · 4 first-author · 5 since 2021Graphics, computer vision, multimedia, augmented reality and games · 1 · 1 first-author · 1 since 2021
YearPublicationVenuePosition
2026 RSMA-Aided Full-Duplex Networks Under Imperfect CSI and SIC: Performance Evaluation
abstract
This work investigates a full-duplex (FD)-enhanced Rate-Splitting Multiple Access (RSMA) system under practical constraints, including imperfect channel state information (CSI) and successive interference cancellation (SIC). We derive closed-form expressions for key performance metrics, such as outage probability and throughput, for both uplink and downlink users. The analysis considers co-channel interference (CCI) from uplink to downlink users and models the self-interference (SI) channel as a random variable. Monte Carlo simulations validate the analytical results and highlight the impact of system imperfections on RSMA-FD performance. At low transmit power, imperfect CSI significantly affects the system, though this effect weakens as power increases. In contrast, imperfect SIC becomes more detrimental at high transmit power, causing severe degradation. Additionally, neglecting CCI and assuming perfect SI cancellation leads to substantial overestimation of performance. Lastly, we demonstrate that the SI cancellation factor must be carefully selected to suppress interference effectively. Otherwise, a poor choice limits the full potential of FD technology.
Farjam Karim, Nurul Huda Mahmood, Arthur Sousa de Sena, Matti Latva-aho
CCNC1
2025 Finite Blocklength Analysis for SWIPT-Enabled RSMA Networks Under Realistic Assumptions
abstract
Efficient connectivity for energy constrained massive Internet of Things (IoT) nodes is among the key design challenges for future wireless networks. In this work, we analyze the downlink performance of a massive IoT network considering simultaneous wireless information and power transfer (SWIPT). We consider the rate-splitting multiple access (RSMA) scheme in the finite blocklength (FBL) regime under realistic assumptions such imperfect channel state information (CSI), imperfect successive interference cancellation (SIC), and hardware impairments in the energy harvesting circuitry. The system performance is assessed by evaluating closed-form expressions for the block-error rate (BLER) and goodput. We also derive analytical expressions for the average harvested energy considering linear and non-linear characteristics of the energy-constrained IoT nodes. The effect of the power splitting (PS) factor under linear and non-linear regimes on the BLER is also discussed. Monte Carlo simulations corroborate the accuracy of the derived expressions, which highlight the impact of increasing the blocklength and demonstrate the performance degradation generated by imperfect CSI, imperfect SIC, and hardware impairment. The results reveal that the integration of PS-SWIPT in RSMA networks can offer around 28% ~ 33% performance improvement in terms of BLER over SWIPT-enabled non-orthogonal multiple access networks.
Farjam Karim, Nurul Huda Mahmood, Arthur Sousa de Sena, Matti Latva-aho
IEEE Trans. Wirel. Commun.1
2024 SWIPT-Enabled RSMA Downlink Networks with Imperfect CSI and SIC
abstract
Rate splitting multiple access (RSMA) and non-orthogonal multiple access (NOMA) are capable of offering low latency, high bandwidth efficiency and superior multi-user connectivity whereas simultaneous wireless information and power transfer (SWIPT) has the potential to improve energy efficiency and sustainability for future-generation networks. In this article, we study a SWIPT-enabled RSMA-aided downlink system with imperfect channel state information and imperfect successive interference cancellation. In particular, we evaluate the system performance by deriving closed-form expressions for key performance metrics such as outage probability, average power harvested at users, and throughput. Moreover, we validate the accuracy of the derived closed-form expressions using Monte Carlo simulations. Our results confirm RSMA can result in around 30% reduction of the per-user outage probability over NOMA.
Farjam Karim, Nurul Huda Mahmood, Arthur Sousa de Sena, Onel L. Alcaraz López, Matti Latva-aho
WCNC1
2023 Performance Analysis for RSMA-Empowered STAR-RIS-Aided Downlink Communications
abstract
In order to support the need for higher spectral and energy efficiencies with a wider coverage area, simultaneous refracting/transmitting and reflecting reconfigurable intelligent surface (STAR-RIS) and rate splitting multiple access (RSMA) have emerged as the potential technologies required for architectural advancement in the next-generation wireless communication networks. In this work, we propose a novel analytical framework of an RSMA-enhanced STAR-RIS-aided downlink multi-user communication system. First, we discuss the statistical characteristics of the different channels involved in the transmission and derive their probability density function (PDF). Using the derived PDF, we analyze the performance of the system and derive the analytical closed-form expressions of the outage probability at each reflecting and refracting downlink user for two different STAR-RIS operational protocols namely i) energy splitting (ES) and ii) mode switching (MS). Furthermore, we validate the accurateness of the all analytical expressions through Monte-Carlo (MC) simulations. We also highlight the impact of some important parameters of the system such as transmit power at the BS, elements in the STAR-RIS, imperfect channel state information (CSI) on the outage probability of each user. Finally, we demonstrate the dominance of RSMA over non-orthogonal multiple access (NOMA) on the system performance.
Farjam Karim, Sandeep Kumar Singh 0005, Keshav Singh 0001, Shankar Prakriya, Chih-Peng Li
PIMRC1
2023 STAR-RIS-aided Full Duplex Communications with FBL Transmission
abstract
Simultaneous refracting/transmitting and reflecting reconfigurable intelligent surface (STAR-RIS) has emerged as a potential technology for future-generation wireless networks to support extremely high data rates with a broader coverage area. In this work, with an aim to provide a novel analytical framework, we investigate the performance of a STAR-RIS assisted full duplex (FD) wireless communication system under finite block length (FBL) transmission. In particular, we first derive the probability density function and cumulative distribution function of the signal-to-interference-plus-noise ratio (SINR) for the uplink and downlink users. We then analyze the system performance by deriving closed form expressions for their block error rate (BLER) and goodput. Finally, we validate the accuracy of the derived analytical expressions using Monte-Carlo simulations and show that as the number of elements in the STAR-RIS is increased the system performance also improves. Furthermore, we graphically demonstrate the impact of imperfect channel state information and compare the performance of STAR-RIS in mode switching (MS) and energy splitting (ES) protocol.
Farjam Karim, Sandeep Kumar Singh 0005, Keshav Singh 0001, Faheem Ahmad Khan
WCNC1
2023 Performance Analysis of RIS-Assisted Full-Duplex Communications With Infinite and Finite Blocklength Codes
abstract
With the advancement of wireless communication technologies, reconfigurable intelligent surfaces (RISs) have recently paved the way to augmenting the performance of wireless networks with the aid of multiple reflecting surfaces by efficiently attuning the signal reflection through a large number of low-cost passive elements. In this paper, we consider an RIS-aided full-duplex (FD) communication network consisting of a FD access point (AP) that communicates with an uplink and a downlink user simultaneously with the aid of an RIS as well as through the direct link between the AP and users. To evaluate the system performance under infinite blocklength (IBL) and finite blocklength (FBL) codes, we derive the analytical expressions for the outage probability and throughput in case of IBL, and for block-error rate (BLER) and goodput in the case of FBL, for both uplink and downlink transmission. Furthermore, the expressions for the maximum achievable rate under FBL and IBL transmission are derived. Next, we also extend the analysis of the single-user framework to a more practical scenario with multiple users utilizing non-orthogonal multiple access (NOMA) and derive analytical expressions for the outage probability and BLER at each downlink user and at the AP. The accuracy of the derived expressions is validated via simulation results, and insights are provided regarding the impact of the number of reflecting elements and imperfect channel state information (CSI) on the performance of the considered system. Finally, from the comparative analysis, it is shown that the RIS-aided system outperforms the system without RIS in both IBL and FBL scenarios, providing remarkable improvement in the outage probability and BLER.
Keshav Singh 0001, Farjam Karim, Sandeep Kumar Singh 0005, Prabhat Kumar Sharma, Shahid Mumtaz, Mark F. Flanagan
IEEE Trans. Commun.2
2022 STAR-RIS aided Full Duplex Communication System: Performance Analysis
abstract
The recent advent of simultaneous refracting and re-flecting reconfigurable intelligent surface (STAR-RIS) has paved the way for next generation wireless technology by enhancing the quality of the signal with wider coverage area connectivity. In this work, we propose a novel STAR-RIS assisted full duplex (FD) wireless communication system where a FD base station (BS) communicates with an uplink user and a downlink user simultaneously with the aid of a STAR-RIS. First, we derive the probability density function (PDF) of the uplink and downlink signal to interference plus noise ratio (SINR). Using the derived PDF, we analyze the system performance and derive analytical closed-form expressions for the outage probability and achievable throughput for both the uplink and downlink communication. Finally, we validate the accuracy of the derived analytical expressions using Monte-Carlo simulations and show that the use of the STAR- RIS provides a significantly improved performance compared to the conventional RIS.
Farjam Karim, Sandeep Kumar Singh 0005, Keshav Singh 0001, Mark F. Flanagan
GLOBECOM1
2022 A Performance Analysis for Multi-Ris-Assisted Full Duplex Wireless Communication System
abstract
Reconfigurable Intelligent Surface (RIS) is a transformative technology which can enhance the performance of the ubiquitous wireless networks and achieve better signal quality with the aide of multiple reflecting surfaces. In this work, an analytical framework of a RIS-aided full duplex (FD) communication network consisting of a FD-access point (AP) that communicates with an uplink and a down-link users simultaneously is provided. In particular, we analyze the performance of the considered system by deriving analytical expressions of outage probability for both uplink and downlink transmissions. Further, the accuracy of the derived expressions is validated using simulation results. Finally, from the comparative analysis, it is shown that the RIS outperforms the system without RIS providing remarkable improvement in the outage probability.
Farjam Karim, Bishmita Hazarika, Sandeep Kumar Singh 0005, Keshav Singh 0001
ICASSP1