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International Symposium on Wireless Communication Systems

Enhanced Physical Layer Secure Key Generation using mm Wave Beamforming

Navaneetha Channiganathota Manjappa, Lara Wimmer, Nebojša Maletić, Eckhard Grass

Published Oct 19, 2022• 4 citations
Publisher

Abstract

Secret key generation based on wireless channel reciprocity is a promising area of research towards ensuring secure wireless communication. In this paper, we propose a method of generating secret keys using channel diversity obtained via millimeter wave (mmWave) beamforming at 60 GHz. The pro-posed method is simulated using the QuaDRiGa channel model considering an industrial nonline of sight (NLOS) environment. We verify the method by conducting experiments using a 60 GHz software-defined-radio (SDR) communication system with a linear phased-array-antenna of 16 dual patch elements. Further, we present a composite key generation method in which both the real and imaginary parts of the channel state information (CSI) are utilised, and several sub-keys obtained from individual beam directions are appended. As a result, we can generate long composite keys with high entropy and secrecy. The keys randomness are assessed employing the National Institute of Standards and Technology (NIST) statistical test suite, showing the generated keys are highly random.

DOI
10.1109/iswcs56560.2022.9940347

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Secret key generation based on wireless channel reciprocity is a promising area of research towards ensuring secure wireless communication. In this paper, we propose a method of generating secret keys using channel diversity obtained via millimeter wave (mmWave) beamforming at 60 GHz. The pro-posed method is simulated using the QuaDRiGa channel model considering an industrial nonline of sight (NLOS) environment. We verify the method by conducting experiments using a 60 GHz software-defined-radio (SDR) communication system with a linear phased-array-antenna of 16 dual patch elements. Further, we present a composite key generation method in which both the real and imaginary parts of the channel state information (CSI) are utilised, and several sub-keys obtained from individual beam directions are appended. As a result, we can generate long composite keys with high entropy and secrecy. The keys randomness are assessed employing the National Institute of Standards and Technology (NIST) statistical test suite, showing the generated keys are highly random.
Physical layer security is one of the trending research areas in tackling data security issues of wireless networks. The main focus of this work is to explore practically the possibilities and performance of secret key generation solutions exploiting wireless channel randomness. This paper describes the implementation of a real-time secure key generation algorithm in a 60 GHz millimetre wave (mmWave) communication system. The performance of the algorithm is evaluated systematically for different parameter combinations to find the optimal parameter values for the system in an indoor static office environment.
Dynamic secret key generation from wireless channel characteristics is a promising technique for physical layer security. One of the important issues in this field is extending the secret key’s length while preserving its uniformity and randomness. This paper proposes a key generation method based on time-varying and the reciprocity of wireless channels for Multiple-Input Multiple-Output Orthogonal Frequency Division Multiplexing (MIMO-OFDM) wireless communication systems. In the proposed technique, the complex impulse response (CIR) of the estimated channel state information (CSI) is extracted, and a quantization algorithm is designed to convert the maximum peaks of the CIR into secret key bits. The effectiveness of the proposed key generation technique is assessed in terms of the randomness of the produced key bits with different key lengths by using a statistical test suite of the National Institute of Standards and Technology (NIST). The proposed technique is employed in the MIMO-OFDM systems with different modulation schemes through Additive White Gaussian Noise (AWGN) and Rayleigh channels. The simulation results show that the secret keys with various key lengths generated from the proposed technique for the MIMO-OFDM systems guarantee randomness. Moreover, the proposed CSI-based key generation technique provides better effectiveness in terms of security when compared to some existing techniques.
Extracting secret keys from millimeter wave (mmWave) wireless channels fast and efficiently for securing communications between mmWave electronic devices is a challenge due to the limitations of static environments. In this paper, we propose a random beam switching (RBS) based physical layer key generation (PLKG) scheme in the mmWave systems. Utilizing the sparsity characteristics of mmWave channels between electronic devices, we apply virtual angles of effective-beams and activated-beams as the random source. Through channel detection, we establish an RBS space between the transmitter and receiver. Then they randomly select beams from the RBS space and transmit reference signals to generate consistent keys. Furthermore, by using information theory, we analyze the effectiveness, reliability and security performance of RBS scheme theoretically. Specifically, we derive the theoretical expression of key generation rate (KGR) and then obtain its upper bound. We also prove that the key mismatch ratio (KMR) approaches zero in the high signal-to-noise ratio (SNR) region. Then we demonstrate that the eavesdropper cannot obtain any information about the activated-beams. Numerical results are provided to verify our theoretical analysis. We demonstrate that the RBS scheme can provide sufficient secret keys even in static environments while achieving good secrecy performance to safeguard electronic devices.
A few years ago, physical layer based techniques have started to be considered as a way to improve security in wireless communications. A well known problem is the management of ciphering keys, both regarding the generation and distribution of these keys. A way to alleviate such difficulties is to use a common source of randomness for the legitimate terminals, not accessible to an eavesdropper. This is the case of the fading propagation channel, when exact or approximate reciprocity applies. Although this principle has been known for long, not so many works have evaluated the effect of radio channel properties in practical environments on the degree of randomness of the generated keys. To this end, we here investigate indoor radio channel measurements in different environments and settings at either 2.4625 GHz or 5.4 GHz band, of particular interest for WIFI related standards. Key bits are extracted by quantizing the complex channel coefficients and their randomness is evaluated using the NIST test suite. We then look at the impact of the carrier frequency, the channel variability in the space, time, and frequency degrees of freedom used to construct a long secret key, in relation to the nature of the radio environment such as the LOS/NLOS character.
Secret key generation in physical layer security exploits the unpredictable random nature of wireless channels. The millimeter-wave (mmWave) channels have limited multipath and channel randomness in static environments. In this paper, for mmWave secret key generation of physical layer security, we use a reconfigurable intelligent surface (RIS) to induce randomness directly in wireless environments, without adding complexity to transceivers. We consider RIS to have continuous individual phase shifts (CIPS) and derive the RIS-assisted reflection channel distribution with its parameters. Then, we propose continuous group phase shifts (CGPS) to increase the randomness specifically at legal parties. Since the continuous phase shifts are expensive to implement, we analyze discrete individual phase shifts (DIPS) and derive the corresponding channel distribution, which is dependent on the quantization bit. We then derive the secret key rate (SKR) to evaluate the randomness performance. With the simulation results verifying the analytical results, this work explains the mathematical principles and lays a foundation for future mmWave evaluation and optimization of artificial channel randomness.
In this work, we present a scheme of physical layer secret key generation for Millimeter wave (mmWave) Massive MIMO system. Our scheme is compatible with current hardware structure and protocols including Analog Beamforming, Massive MIMO, and Beam Sweep. We add a small perturbation angle into the Angle of Arrival (AoA) of the transmitter as the common randomness, which significantly improved the secret key rate without being constrained by the complexity of link initialization protocols and low dynamic of the channel. Therefore, the secret key rate can be enhanced by increasing the number of perturbations. In addition, our scheme can combat co-located eavesdropper (Eve) by utilizing the high directionality of Massive MIMO antenna. Numerical results show that our scheme has a high bit agreement ratio (BAR) between legitimate users while the co-located Eve only gets the BAR around 50%, which indicates that the secrecy of the generated key is well achieved.