VLDB 2026 Research / reviewers in the wild / expert
Farshad Rostami Ghadi
dblp:250/6164
· DBLP profile ↗
19ranked-venue papers
15as first author
16since 2021 · last 2026
0000-0002-0729-369XORCID · verified
Domains — the database's venue-derived domains; a paper can count in several
Computer networks · 13 · 10 first-author · 11 since 2021Security and privacy · 2 · 2 first-author · 2 since 2021Artificial intelligence and machine learning · 1 · 1 first-authorApplied, interdisciplinary, general and emerging computing · 1 · 1 since 2021
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Phase-Mismatched STAR-RIS With FAS-Assisted RSMA UsersabstractThis paper considers communication between a base station (BS) to two users, each from one side of a simultaneously transmitting-reflecting reconfigurable intelligent surface (STAR-RIS) in the absence of a direct link. Rate-splitting multiple access (RSMA) strategy is employed and the STAR-RIS is subjected to phase errors. The users are equipped with a planar fluid antenna system (FAS) with position reconfigurability for spatial diversity. First, we derive the distribution of the equivalent channel gain at the FAS-equipped users, characterized by at-distribution. We then obtain analytical expressions for the outage probability (OP) and average capacity (AC), with the latter obtained via a heuristic approach. Our findings highlight the potential of FAS to mitigate phase imperfections in STAR-RIS-assisted communications, significantly enhancing system performance compared to traditional antenna systems (TAS) with only modest hardware complexity and negligible training or feedback overhead at the user side. Furthermore, we quantify the impact of practical phase errors on system efficiency, emphasizing the importance of robust and energy-efficient strategies for next-generation wireless networks. Farshad Rostami Ghadi, Kai-Kit Wong, Masoud Kaveh, Francisco Javier López-Martínez, Yuanwei Liu, Chan-Byoung Chae, Ross Murch |
IEEE Trans. Commun. | 1 |
| 2025 | On Performance of FAS-Aided Covert CommunicationsabstractThis paper investigates the impact of deploying the fluid antenna system (FAS) on the performance of covert communications. In particular, we focus on a scenario where a transmitter seeks to covertly communicate with a receiver, while a warden attempts to detect the transmission. Both the receiver and the warden are assumed to utilize planar FAS. We derive compact analytical expressions for the covertness outage probability (COP), defined as the complement of the sum of false alarm (FA) and missed detection (MD) probabilities. By determining the optimal detection threshold that maximizes the COP, we characterize the success probability for the legitimate transmission, highlighting the trade-off between covertness and transmission success. Our numerical results confirm that while deploying FAS at the warden enhances its detection ability compared to fixed-position antennas (FPAs), equipping the receiver with FAS rather than FPAs significantly improves reception quality, leading to more reliable transmission. Farshad Rostami Ghadi, Masoud Kaveh, Riku Jäntti, Francisco Javier López-Martínez |
VTC2025-Spring | 1 |
| 2025 | Secrecy Performance Analysis of RIS-Aided Fluid Antenna SystemsabstractThis paper examines the impact of emerging fluid antenna systems (FAS) on reconfigurable intelligent surface (RIS)-aided secure communications. Specifically, we consider a classic wiretap channel, where a fixed-antenna transmitter sends confidential information to an FAS-equipped legitimate user with the help of an RIS, while an FAS-equipped eavesdropper attempts to decode the message. To evaluate the proposed wireless scenario, we first introduce the cumulative distribution function (CDF) and probability density function (PDF) of the signal-to-noise ratio (SNR) at each node, using the central limit theorem and the Gaussian copula function. We then derive a compact analytical expression for the secrecy outage probability (SOP). Our numerical results reveal how the incorporation of FAS and RIS can significantly enhance the performance of secure communications. Farshad Rostami Ghadi, Kai-Kit Wong, Masoud Kaveh, Francisco Javier López-Martínez, Wee Kiat New, Hao Xu 0003 |
WCNC | 1 |
| 2025 | FAS-assisted federated learning over wireless communication systems
Hao Xu 0003, Kai-Kit Wong, Yongxu Zhu, Chongwen Huang, Chao Wang 0028, Wee Kiat New, Farshad Rostami Ghadi, Gui Zhou |
Sci. China Inf. Sci. | 7 |
| 2025 | Physical layer security in FAS-aided wireless powered NOMA systemsabstractThe rapid evolution of communication technologies and the emergence of sixth-generation (6G) networks have introduced unprecedented opportunities for ultra-reliable, low-latency, and energy-efficient communication. Integrating technologies like non-orthogonal multiple access (NOMA) and wireless powered communication networks (WPCNs) brings new challenges. These include energy constraints and increased security vulnerabilities. Traditional antenna systems and orthogonal multiple access schemes struggle to meet the increasing demands for performance and security in such environments. To address this gap, this paper investigates the impact of emerging fluid antenna systems (FAS) on the performance of physical layer security (PLS) in WPCNs. Specifically, we consider a scenario in which a transmitter, powered by a power beacon via an energy link, transmits confidential messages to legitimate FAS-aided users over information links while an external eavesdropper attempts to decode the transmitted signals. Additionally, users leverage the NOMA scheme, where the far user may also act as an internal eavesdropper. For the proposed model, we first derive the distributions of the equivalent channels at each node and subsequently obtain compact expressions for the secrecy outage probability (SOP) and average secrecy capacity (ASC), using the Gaussian quadrature methods. Our results reveal that incorporating the FAS for NOMA users, instead of the TAS, enhances the performance of the proposed secure WPCN. Farshad Rostami Ghadi, Masoud Kaveh, Kai-Kit Wong, Diego Martín 0001, Riku Jäntti, Zheng Yan 0002 |
Comput. Commun. | 1 |
| 2025 | Performance Analysis of FAS-Aided NOMA-ISAC: A Backscattering ScenarioabstractThis paper investigates a two-user downlink system for integrated sensing and communication (ISAC) in which the two users deploy a fluid antenna system (FAS) and adopt the non-orthogonal multiple access (NOMA) strategy. Specifically, the integrated sensing and backscatter communication (ISABC) model is considered, where a dual-functional base station (BS) serves to communicate the two users and sense a tag’s surrounding. In contrast to conventional ISAC, the backscattering tag reflects the signals transmitted by the BS to the NOMA users and enhances their communication performance. Furthermore, the BS extracts environmental information from the same backscatter signal in the sensing stage. Firstly, we derive closed-form expressions for both the cumulative distribution function (CDF) and probability density function (PDF) of the equivalent channel at the users utilizing the moment matching method and the Gaussian copula. Then in the communication stage, we obtain closed-form expressions for both the outage probability and for the corresponding asymptotic expressions in the high signal-to-noise ratio (SNR) regime. Moreover, using numerical integration techniques such as the Gauss-Laguerre quadrature (GLQ), we have series-form expressions for the user ergodic communication rates (ECRs). In addition, we get a closed-form expression for the ergodic sensing rate (ESR) using the Cramér-Rao lower bound (CRLB). Finally, the accuracy of our analytical results is validated numerically, and we confirm the superiority of employing FAS over traditional fixed-position antenna systems in both ISAC and ISABC. Farshad Rostami Ghadi, Kai-Kit Wong, Francisco Javier López-Martínez, Hyundong Shin, Lajos Hanzo |
IEEE Internet Things J. | 1 |
| 2025 | Voltage Profile-Driven Physical Layer Authentication for RIS-Aided Backscattering Tag-to-Tag NetworksabstractThis paper proposes a novel physical layer authentication (PLA) scheme for backscattering tag-to-tag networks (BTTNs), where aTalker Tag(TT) communicates passively with a Listener Tag (LT) in the presence of a potential adversary. Designed for ultra-low power tags without cryptographic capability, the proposed PLA leverages the unique voltage profiles generated by the tags’ energy harvesting and demodulation circuits to form physical-layer signatures for authentication. In addition, to enhance the reliability of voltage measurements, especially under weak signal conditions inherent within BTTNs, an indoor reconfigurable intelligent surface (RIS) is integrated to improve the received signal quality at LT. The proposed approach maintains a high authentication success rate even as the distance between TT and LT increases. A detailed security analysis demonstrates strong resilience against impersonation, man-in-the-middle, relay, and replay attacks, as long as the RIS controller remains secure. This robustness stems from the adversary’s inability to recreate the exact voltage profiles at LT, due to the inherent location-specific channel characteristics and the RIS-assisted signal shaping that the attacker cannot replicate. Furthermore, the simulation results confirm the effectiveness of the proposed RIS-assisted PLA, showing significant gains in authentication performance and secrecy capacity across diverse deployment scenarios. Masoud Kaveh, Farshad Rostami Ghadi, Yifan Zhang 0042, Zheng Yan 0002, Riku Jäntti |
IEEE Internet Things J. | 2 |
| 2025 | Capacity Maximization for FAS-Assisted Multiple Access ChannelsabstractThis paper investigates a multiuser millimeter-wave (mmWave) uplink system in which each user is equipped with a multi-antenna fluid antenna system (FAS) while the base station (BS) has multiple fixed-position antennas. Our primary objective is to maximize the system capacity by optimizing the transmit covariance matrices and the antenna position vectors of the users jointly. To gain insights, we start by deriving upper bounds and approximations for the capacity. Then we delve into the capacity maximization problem. Beginning with the simple scenario of a single user equipped with a single-antenna FAS, we demonstrate that a closed-form optimal solution exists when there are only two propagation paths between the user and the BS. In the case where multiple propagation paths are present, a near-optimal solution can also be obtained through a one-dimensional search method. Expanding our focus to multiuser cases, in which users are equipped with either single- or multi-antenna FAS, we show that the original capacity maximization problems can be reformulated into distinct rank-one programmings. Then, we propose alternating optimization algorithms to deal with the transformed problems. Simulation results indicate that FAS can improve the capacity of the multiple access channel (MAC) greatly, and the proposed algorithms outperform all the benchmarks. Hao Xu 0003, Kai-Kit Wong, Wee Kiat New, Farshad Rostami Ghadi, Gui Zhou, Ross Murch, Chan-Byoung Chae, Yongxu Zhu, Shi Jin 0002 |
IEEE Trans. Commun. | 4 |
| 2025 | Fluid Antenna Multiple Access With Simultaneous Non-Unique Decoding in Strong Interference ChannelabstractFluid antenna system (FAS) is gaining attention as an innovative technology for boosting diversity and multiplexing gains. As a key innovation, it presents the possibility to overcome interference by position reconfigurability on one radio frequency (RF) chain, giving rise to the concept of fluid antenna multiple access (FAMA). While FAMA is originally designed to deal with interference mainly by position change and treat interference as noise, this is not rate optimal, especially when suffering from a strong interference channel (IC) where all positions have strong interference. To tackle this, this paper considers a two-user strong IC where FAMA is used in conjunction with simultaneous non-unique decoding (SND). Specifically, we analyze the key statistics for the signal-to-noise ratio (SNR) and interference-to-noise ratio (INR) for a canonical two-user IC setup, and subsequently derive the delay outage rate (DOR), outage probability (OP) and ergodic capacity (EC) of the FAMA-IC. Our numerical results illustrate huge benefits of FAMA with SND over traditional fixed-position antenna systems (TAS) with SND in the fading IC. Farshad Rostami Ghadi, Kai-Kit Wong, Masoud Kaveh, Hao Xu 0003, Wee Kiat New, Francisco Javier López-Martínez, Hyundong Shin |
IEEE Trans. Wirel. Commun. | 1 |
| 2025 | Channel Estimation and Reconstruction in Fluid Antenna System: Oversampling is EssentialabstractFluid antenna system (FAS) has recently surfaced as a promising technology for the upcoming sixth generation (6G) wireless networks. Unlike traditional antenna system (TAS) with fixed antenna location, FAS introduces a flexible component in which the radiating element can switch its position within a predefined space. This capability allows FAS to achieve additional diversity and multiplexing gains. Nevertheless, to fully reap the benefits of FAS, obtaining channel state information (CSI) over the predefined space is crucial. In this paper, we study the system with a transmitter equipped with a traditional fixed antenna and a receiver with a fluid antenna by considering an electromagnetic-compliant channel model. We address the challenges of channel estimation and reconstruction using Nyquist sampling and maximum likelihood estimation (MLE) methods. Our analysis reveals a fundamental tradeoff between the accuracy of the reconstructed channel and the number of estimated channels, indicating that half-wavelength sampling is insufficient for perfect reconstruction and that oversampling is essential to enhance accuracy. Despite its advantages, oversampling can introduce practical challenges. Consequently, we propose a suboptimal sampling distance that facilitates efficient channel reconstruction. In addition, we employ the MLE method to bound the channel estimation error by$\epsilon $, with a specific confidence interval (CI). Our findings enable us to determine the minimum number of estimated channels and the total number of pilot symbols required for efficient channel reconstruction in a given space. Lastly, we investigate the rate performance of FAS and TAS and demonstrate that FAS with imperfect CSI can outperform TAS with perfect CSI. In contrast to existing works, we also show that there is an optimal fluid antenna size that maximizes the achievable rate when considering the energy and bandwidth overheads for full CSI acquisition. Wee Kiat New, Kai-Kit Wong, Hao Xu 0003, Farshad Rostami Ghadi, Ross Murch, Chan-Byoung Chae |
IEEE Trans. Wirel. Commun. | 4 |
| 2024 | On Performance of FAS-Aided Wireless Powered NOMA Communication SystemsabstractThis paper studies the performance of a wire-less powered communication network (WPCN) under the non-orthogonal multiple access (NOMA) scheme, where users take advantage of an emerging fluid antenna system (FAS). More precisely, we consider a scenario where a transmitter is powered by a remote power beacon (PB) to send information to the planar NOMA FAS-equipped users through Rayleigh fading channels. After introducing the distribution of the equivalent channel coefficients to the users, we derive compact analytical expressions for the outage probability (OP) in order to evaluate the system performance. Additionally, we present asymptotic OP in the high signal-to-noise ratio (SNR) regime. Eventually, results reveal that deploying the FAS with only one activated port in NOMA users can significantly enhance the WPCN performance compared with using traditional antenna systems (TAS). Farshad Rostami Ghadi, Masoud Kaveh, Kai-Kit Wong, Riku Jäntti, Zheng Yan 0002 |
WiMob | 1 |
| 2024 | Performance Analysis of SWIPT Relay Networks Over Arbitrary Dependent Fading ChannelsabstractIn this paper, we investigate the impact of fading channel correlation on the performance of dual-hop decode-and-forward (DF) simultaneous wireless information and power transfer (SWIPT) relay networks. More specifically, by considering the power splitting-based relaying (PSR) protocol for the energy harvesting (EH) process, we quantify the effect of positive and negative dependency between the source-to-relay (SR) and relay-to-destination (RD) links on key performance metrics such as ergodic capacity and outage probability. To this end, we first represent general formulations for the cumulative distribution function (CDF) of the product of two arbitrary random variables, exploiting copula theory. This is used to derive the closed-form expressions of the ergodic capacity and outage probability in a SWIPT relay network under correlated Nakagami-mfading channels. Monte-Carlo simulation results are provided to validate the correctness of the developed analytical results, showing that the system performance significantly improves under positive dependence in theSR-RDlinks, compared to the case of negative dependence and independent links. Results further demonstrate that the efficiency of the ergodic capacity and outage probability ameliorates as the fading severity reduces for the PSR protocol. Farshad Rostami Ghadi, Francisco Javier López-Martínez |
IEEE Trans. Commun. | 1 |
| 2024 | A Gaussian Copula Approach to the Performance Analysis of Fluid Antenna SystemsabstractThis paper investigates the performance of a single-user fluid antenna system (FAS), by exploiting a class of elliptical copulas to describe the dependence structure amongst the fluid antenna positions (ports). By expressing the well-known Jakes’ model in terms of the Gaussian copula, we consider two cases: (i) the general case, i.e., any arbitrary correlated fading distribution; and (ii) the specific case, i.e., correlated Nakagami-m fading. For both scenarios, we first derive analytical expressions for the cumulative distribution function (CDF) and probability density function (PDF) of the equivalent channel in terms of multivariate normal distribution. Then we obtain the outage probability (OP) and the delay outage rate (DOR) to analyze the performance of FAS. By employing the popular rank correlation coefficients such as Spearman’s$\rho $and Kendall’s$\tau $, we measure the degree of dependency in correlated arbitrary fading channels and illustrate how the Gaussian copula can be accurately connected to Jakes’ model in FAS. Our numerical results demonstrate that increasing the size of FAS provides lower OP and DOR, but the system performance saturates as the number of antenna ports increases. In addition, our results indicate that FAS provides better performance compared to conventional single-fixed antenna systems even when the size of fluid antenna is small. Farshad Rostami Ghadi, Kai-Kit Wong, Francisco Javier López-Martínez, Chan-Byoung Chae, Kin-Fai Tong |
IEEE Trans. Wirel. Commun. | 1 |
| 2024 | Physical Layer Security Over Fluid Antenna Systems: Secrecy Performance AnalysisabstractThis paper investigates the performance of physical layer security (PLS) in fluid antenna-aided communication systems under arbitrary correlated fading channels. In particular, it is considered that a single fixed-antenna transmitter aims to send confidential information to a legitimate receiver equipped with a planar fluid antenna system (FAS), while an eavesdropper, also taking advantage of a planar FAS, attempts to decode the desired message. For this scenario, we first present analytical expressions of the equivalent channel distributions at the legitimate user and eavesdropper by using copula, so that the obtained analytical results are valid for any arbitrarily correlated fading distributions. Then, with the help of Gauss-Laguerre quadrature, we derive compact analytical expressions for the average secrecy capacity (ASC), the secrecy outage probability (SOP), and the secrecy energy efficiency (SEE) for the FAS wiretap channel. Moreover, for exemplary purposes, we also obtain the compact expression of ASC, SOP, and SEE by utilizing the Gaussian copula under correlated Rayleigh fading channels as a special case. Eventually, numerical results indicate that applying the fluid antenna with only one activated port to PLS can guarantee more secure and reliable transmission, when compared to traditional antenna systems (TAS) exploiting maximal ratio combining (MRC) and antenna selection (AS) under selection combining (SC). Farshad Rostami Ghadi, Kai-Kit Wong, Francisco Javier López-Martínez, Wee Kiat New, Hao Xu 0003, Chan-Byoung Chae |
IEEE Trans. Wirel. Commun. | 1 |
| 2022 | The Impact of Side Information on Physical Layer Security Under Correlated Fading ChannelsabstractIn this paper, we investigate the impact of side information (SI) on the performance of physical layer security (PLS) under correlated fading channels. By considering non-causally known SI at the transmitter and exploiting the copula technique to describe the fading correlation, we derive closed-from expressions for the average secrecy capacity (ASC) and secrecy outage probability (SOP) under positive/negative dependence conditions. We indicate that considering such knowledge at the transmitter is beneficial for system performance and ensures reliable communication with higher rates, as it improves the SOP and brings higher values of the ASC. Farshad Rostami Ghadi, Francisco Javier López-Martínez, Wei-Ping Zhu 0001, Jean-Marie Gorce |
IEEE Trans. Inf. Forensics Secur. | 1 |
| 2021 | Copula-Based Analysis of Physical Layer Security Performances Over Correlated Rayleigh Fading ChannelsabstractThis paper studies performance analysis of physical layer security in a Rayleigh fading wiretap channel, where, the main (transmitter-to-legitimate receiver) and eavesdropper (transmitter-to-eavesdropper) channel coefficients are correlated. By exploiting the novel approach called Copula theory, we derive closed-form expressions for average secrecy capacity (ASC), secrecy outage probability (SOP), and secrecy coverage region (SCR). Moreover, to more evaluate the impact of channel correlation, the asymptotic behavior of SOP in high signal-to-noise ratio (SNR) regime and other scenarios is studied, and finally, the analytical results are illustrated numerically under the positive dependence, independence, and negative dependence structures. Based on the insights from this analysis, we found that the effect of correlated fading on the performance of physical layer security can be helpful or harmful in different scenarios, depending on the structure of dependency between the main and eavesdropper channels. Farshad Rostami Ghadi, Ghosheh Abed Hodtani |
IEEE Trans. Inf. Forensics Secur. | 1 |
| 2020 | Copula function-based analysis of outage probability and coverage region for wireless multiple access communications with correlated fading channelsabstractFrom practical and theoretical viewpoints, performance analysis of communications with correlated fading channels is important. In this study, the authors exploit a novel approach based on Copula function concept to investigate the impact of correlation of Rayleigh fading channels on communication performances. One of the most convenient ways to describe the dependence between several variables is using Copula functions. For this purpose, by applying the Farlie–Gumbel–Morgenstern Copula function, they derive closed‐form expressions for outage probability as well as coverage region in a wireless multiple access channel. It is shown that the fading correlation improves the outage probability and coverage region for negative dependence structure. Specifically, whenever the dependence structure tends to negative values, the outage and coverage region performance improvement is increased. Finally, the efficiency of the analytical results is illustrated numerically. Farshad Rostami Ghadi, Ghosheh Abed Hodtani |
IET Commun. | 1 |
| 2020 | Copula based performance analysis for one-hoping relay channel in wireless ad hoc network with correlated fading channelsabstractA wireless ad hoc network consisting of one‐hoping relay channel and some interfering nodes with possible arbitrary correlation between wireless channels coefficients is studied. By exploiting a novel approach called Copula theory, enabling us to describe joint probability distribution function for arbitrarily correlated random variables, the authors derive a closed‐form expression for success probability in different dependence structures of channels. Specifically, by applying the Farlie–Gumbel–Morgenstern (FGM) Copula and the popular Archimedean (Clayton, Gumbel, and Frank) Copulas, they analyse the network performance in terms of success probability, and show that the channels correlation improves the performance of success probability so that whenever the dependence structure tends to higher values, the performance improvement is increased. Besides, it is found that the investigation of channel correlation effects by FGM Copula is more tangible compared to Archimedean Copulas. Finally, the efficiency of the analytical results is illustrated numerically. Farshad Rostami Ghadi, Ghosheh Abed Hodtani |
IET Signal Process. | 1 |
| 2019 | Outage and delay performance of content caching in two-tier cooperative cellular networksabstractThe authors consider a content‐centric two‐tier heterogeneous cellular network where the macro base stations (MBSs) and small base stations (SBSs) are spread based on two independent Poisson point processes. The set of contents are stored in the MBSs while a subset of the contents which are the most popular are cached in the SBSs. We assume that there is no direct link between the MBSs and the users, and users send their content requests to their nearest SBS. If the SBS has not the requested content, the nearest MBS to the serving SBS serves the user through that SBS. Furthermore, the authors incorporated the automatic repeat request (ARQ)‐based transmission with a fixed number of the ARQ rounds, and analyse the delay experienced by users. The authors obtained closed‐form expressions for the average outage probability and the average delay in case of successful ARQ transmission. It is shown that the content distribution based on popularity decreases the average outage probability and average delay. Also, it is shown that the transmission from MBS to the user through SBS improves the performance in terms of average outage probability and average delay. Finally, using simulations the authors study the proposed schemes for different network parameters. Farshad Rostami Ghadi, Mohammad Reza Javan |
IET Commun. | 1 |