RIS-Assisted Wireless Link Signatures for Specific Emitter Identification
- URL: http://arxiv.org/abs/2309.07736v2
- Date: Thu, 7 Mar 2024 10:24:30 GMT
- Title: RIS-Assisted Wireless Link Signatures for Specific Emitter Identification
- Authors: Ning Gao, Shuchen Meng, Cen Li, Shengguo Meng, Wankai Tang, Shi Jin, Michail Matthaiou,
- Abstract summary: We propose a reconfigurable intelligent surface (RIS)-assisted PLA system, in which the legitimate transmitter can customize the channel fingerprints during PLA.
We derive the statistical properties of PLA and give some interesting insights, which showcase that the RIS-assisted PLA is theoretically feasible.
The actual feasibility of the proposed system is verified via proof-of-concept experiments on a RIS-assisted PLA prototype platform.
- Score: 32.865668126367275
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: The physical layer authentication (PLA) is a promising technology which can enhance the access security of a massive number of devices in the near future. In this paper, we propose a reconfigurable intelligent surface (RIS)-assisted PLA system, in which the legitimate transmitter can customize the channel fingerprints during PLA by controlling the ON-OFF state of the RIS. Without loss of generality, we use the received signal strength (RSS) based spoofing detection approach to analyze the feasibility of the proposed architecture. Specifically, based on the RSS, we derive the statistical properties of PLA and give some interesting insights, which showcase that the RIS-assisted PLA is theoretically feasible. Then, we derive the optimal detection threshold to maximize the performance in the context of the presented performance metrics. Next, the actual feasibility of the proposed system is verified via proof-of-concept experiments on a RIS-assisted PLA prototype platform. The experiment results show that there are 3.5% and 76% performance improvements when the transmission sources are at different locations and at the same location, respectively.
Related papers
- TRGR: Transmissive RIS-aided Gait Recognition Through Walls [4.91946613664339]
We present TRGR, a novel transmissive reconfigurable intelligent surface (RIS)-aided gait recognition system.
TRGR can recognize human identities through walls using only the magnitude measurements of channel state information from a pair of transceivers.
Experiment results show that TRGR achieves an average accuracy of 97.88% in identifying persons when signals traverse concrete walls.
arXiv Detail & Related papers (2024-07-31T12:42:25Z) - Integrated Communications and Security: RIS-Assisted Simultaneous Transmission and Generation of Secret Keys [34.843877215509316]
We develop a new integrated communications and security (ICAS) design paradigm by leveraging the concept of reconfigurable intelligent surfaces (RISs)
We propose RIS-assisted simultaneous transmission and secret key generation by sharing the RIS for these two tasks.
Specifically, the legitimate transceivers intend to jointly optimize the data transmission rate and the key generation rate by configuring the phase-shift of the RIS in the presence of a smart attacker.
arXiv Detail & Related papers (2024-07-29T12:51:26Z) - On the Potential of Re-configurable Intelligent Surface (RIS)-assisted Physical Layer Authentication (PLA) [0.0]
Re-configurable Intelligent Surfaces (RIS) technology is increasingly becoming a potential component for next-generation wireless networks.
However, the broadcast nature of RIS-assisted wireless communication makes it vulnerable to malicious attacks at the physical layer.
This paper investigates RIS-assisted wireless communication systems to unlock the potential of using RIS for physical layer authentication (PLA)
arXiv Detail & Related papers (2024-05-01T10:17:24Z) - AI-Enabled Unmanned Vehicle-Assisted Reconfigurable Intelligent
Surfaces: Deployment, Prototyping, Experiments, and Opportunities [9.924381667530971]
We conduct an intelligent deployment of RIS (i-Dris) prototype, including dual-band auto-guided vehicle (AGV) assisted RISs associated with an mmWave base station (BS) and a receiver.
The i-Dris can reach up to 980 Mbps transmission throughput under a bandwidth of 100 MHz with comparably low complexity as well as rapid deployment.
arXiv Detail & Related papers (2023-11-06T22:22:00Z) - Joint Sensing, Communication, and AI: A Trifecta for Resilient THz User
Experiences [118.91584633024907]
A novel joint sensing, communication, and artificial intelligence (AI) framework is proposed so as to optimize extended reality (XR) experiences over terahertz (THz) wireless systems.
arXiv Detail & Related papers (2023-04-29T00:39:50Z) - Deep Learning-Based Rate-Splitting Multiple Access for Reconfigurable
Intelligent Surface-Aided Tera-Hertz Massive MIMO [56.022764337221325]
Reconfigurable intelligent surface (RIS) can significantly enhance the service coverage of Tera-Hertz massive multiple-input multiple-output (MIMO) communication systems.
However, obtaining accurate high-dimensional channel state information (CSI) with limited pilot and feedback signaling overhead is challenging.
This paper proposes a deep learning (DL)-based rate-splitting multiple access scheme for RIS-aided Tera-Hertz multi-user multiple access systems.
arXiv Detail & Related papers (2022-09-18T03:07:37Z) - GraSens: A Gabor Residual Anti-aliasing Sensing Framework for Action
Recognition using WiFi [52.530330427538885]
WiFi-based human action recognition (HAR) has been regarded as a promising solution in applications such as smart living and remote monitoring.
We propose an end-to-end Gabor residual anti-aliasing sensing network (GraSens) to directly recognize the actions using the WiFi signals from the wireless devices in diverse scenarios.
arXiv Detail & Related papers (2022-05-24T10:20:16Z) - Safe RAN control: A Symbolic Reinforcement Learning Approach [62.997667081978825]
We present a Symbolic Reinforcement Learning (SRL) based architecture for safety control of Radio Access Network (RAN) applications.
We provide a purely automated procedure in which a user can specify high-level logical safety specifications for a given cellular network topology.
We introduce a user interface (UI) developed to help a user set intent specifications to the system, and inspect the difference in agent proposed actions.
arXiv Detail & Related papers (2021-06-03T16:45:40Z) - Aurora Guard: Reliable Face Anti-Spoofing via Mobile Lighting System [103.5604680001633]
Anti-spoofing against high-resolution rendering replay of paper photos or digital videos remains an open problem.
We propose a simple yet effective face anti-spoofing system, termed Aurora Guard (AG)
arXiv Detail & Related papers (2021-02-01T09:17:18Z) - Formal Verification of Robustness and Resilience of Learning-Enabled State Estimation Systems [20.491263196235376]
We focus on learning-enabled state estimation systems (LE-SESs), which have been widely used in robotics applications.
We study LE-SESs from the perspective of formal verification, which determines the satisfiabilty of a system model.
arXiv Detail & Related papers (2020-10-16T11:06:50Z) - RIS Enhanced Massive Non-orthogonal Multiple Access Networks: Deployment
and Passive Beamforming Design [116.88396201197533]
A novel framework is proposed for the deployment and passive beamforming design of a reconfigurable intelligent surface (RIS)
The problem of joint deployment, phase shift design, as well as power allocation is formulated for maximizing the energy efficiency.
A novel long short-term memory (LSTM) based echo state network (ESN) algorithm is proposed to predict users' tele-traffic demand by leveraging a real dataset.
A decaying double deep Q-network (D3QN) based position-acquisition and phase-control algorithm is proposed to solve the joint problem of deployment and design of the RIS.
arXiv Detail & Related papers (2020-01-28T14:37:38Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.