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IEEE Wireless Communications and Networking Conference

Dynamic secret key generation exploiting Ultra-wideband wireless channel characteristics

Jingjing Huang, Ting Jiang

Published Mar 1, 2015• 29 citations
Publisher

Abstract

To guarantee a secure wireless communication between any two transceivers, the shared secret key is a requirement. Communication parties need to encrypt the message with the key to impede an adversary's eavesdropping. By exploiting Ultra-wideband (UWB) wireless fading channels as a source of common randomness, two transceivers with correlated observations can generate secret keys with information-theoretical security. The state of the art of existing works, however, has neglected to consider efficient channel probing. In this paper, we define a channel probing factor to adaptively change probing interval for obtaining more correlated measurements at the endpoints of wireless communicating link. We use multipath relative delay of UWB channel to generate secret keys. Simulation results show that this dynamic secret key generation mechanism extracting multipath relative delay can achieve good performance in terms of secret key generation rate, key randomness and key-mismatch probability, especially key-mismatch probability compared with received signal strength (RSS)-based method and our prior approach. Furthermore, security analysis is also provided to validate feasibility of the scheme.

DOI
10.1109/wcnc.2015.7127724

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To guarantee a secure wireless communication between any two transceivers, the shared secret key is a requirement. Communication parties need to encrypt the message with the key to impede an adversary's eavesdropping. By exploiting Ultra-wideband (UWB) wireless fading channels as a source of common randomness, two transceivers with correlated observations can generate secret keys with information-theoretical security. The state of the art of existing works, however, has neglected to consider efficient channel probing. In this paper, we define a channel probing factor to adaptively change probing interval for obtaining more correlated measurements at the endpoints of wireless communicating link. We use multipath relative delay of UWB channel to generate secret keys. Simulation results show that this dynamic secret key generation mechanism extracting multipath relative delay can achieve good performance in terms of secret key generation rate, key randomness and key-mismatch probability, especially key-mismatch probability compared with received signal strength (RSS)-based method and our prior approach. Furthermore, security analysis is also provided to validate feasibility of the scheme.
To investigate schemes of secret key generation from Ultra-wideband (UWB) channel, we study a statistical characterization of UWB outdoor channel for a campus playground scenario based on extensive measurements.Moreover, an efficient secret key generation mechanism exploiting multipath relative delay is developed, and verification of this algorithm is conducted in UWB Line-of-sight (LOS) outdoor channels.For the first time, we compare key-mismatch probability of UWB indoor and outdoor environments.Simulation results demonstrate that the number of multipath proportionally affects key generation rate and key-mismatch probability.In comparison to the conventional method using received signal strength (RSS) as a common random source, our mechanism achieves better performance in terms of common secret bit generation.Simultaneously, security analysis indicates that the proposed scheme can still guarantee security even in the sparse outdoor physical environment free of many reflectors.
We develop a secret key generation scheme using phase estimation in ultra-wideband (UWB) wireless fading channels.Based on the reciprocity theorem, two terminals extract the phase of the channel as a common random source to generate secret bits.Moreover, we study the secret key rate by a pair of nodes observing correlated sources and communicating to achieve secret key agreement over public communication channels.As our main results, we establish a more practical upper bound from Cramer-Rao bound (CRB) and compare it with a universally theoretical upper bound on the shared maximum key rate from mutual information of correlated random sources.Derivation and numerical examples are presented to demonstrate the bound.Simulation studies are also provided to validate feasibility and efficiency of the proposed scheme.
To establish a secure communications link between any two transceivers, the communicating parties require some shared secret, or key, with which to encrypt the message so that it cannot be understood by an enemy observer. Using the theory of reciprocity for antennas and electromagnetic propagation, a key distribution method is proposed that uses the ultrawideband (UWB) channel pulse response between two transceivers as a source of common randomness that is not available to enemy observers in other locations. The maximum size of a key that can be shared in this way is characterized by the mutual information between the observations of two radios, and an approximation and upper bound on mutual information is found for a general multipath channel and examples given for UWB channel models. The exchange of some information between the parties is necessary to achieve these bounds, and various information-sharing strategies are considered and their performance is simulated. A qualitative assessment of the vulnerability of such a secret sharing system to attack from a radio in a nearby location is also given.
To establish a secure communications link between any two transceivers, the communicating parties require some shared secret, or key, with which to encrypt the message so that it cannot be understood by an enemy observer. Using the theory of reciprocity for antennas and electromagnetic propagation, a key distribution method is proposed that uses the ultrawideband channel pulse response between two transceivers as a source of common randomness that is not available to enemy observers in other locations. The maximum size of a key that can be shared in this way is characterized by the mutual information between the observations of two radios, and an approximation on mutual information is found for a general multipath channel and examples given for UWB channel models. Simulation results of key lengths achieved using the proposed key sharing techniques over some ultrawideband channel models are presented.
Secure wireless communications is a challenging problem due to the shared nature of the wireless medium. Most existing security protocols apply cryptographic techniques for bit scrambling at the application layer by exploiting a shared secret key between pairs of communicating nodes. However, more recent research argues that multipath propagation - a salient feature of wireless channels - provides a physical resource for secure communications. In this context, we propose a protocol that exploits the inherent randomness in multipath wireless channels for generating secret keys through channel estimation and quantization. Our approach is particularly attractive in wideband channels which exhibit a large number of statistically independent degrees of freedom (DoF), thereby enabling the generation of large, more-secure, keys. We show that the resulting keys are distinct for distinct pairwise links with a probability that increases exponentially with the key-size/channel DoF. We also characterize the probability that the two users sharing a common link generate the same key. This characterization is used to analyze the energy consumption in successful acquisition of a secret key by the two users. For a given key size, our results show that there is an optimum transmit power, and an optimum quantization strategy, that minimizes the energy consumption. The proposed approach to secret key generation through channel quantization also obviates the problem of key pre-distribution inherent to many existing cryptographic approaches.
This paper addresses the confidentiality of wireless communications in industrial internet-of-things environments by investigating the feasibility of secret key generation for link-layer encryption using ultra wideband (UWB) signals. Taking advantage of the nanosecond-level temporal resolution offered by ultra wideband, we exploit channel reciprocity to extract highly detailed, noise-like channel measurements, in line with the physical-layer security paradigm. Three key generation algorithms, operating in both the time and frequency domains, are evaluated using real-world data collected through a dedicated measurement campaign in an industrial setting. The analysis, conducted under realistic conditions, examines the impact of practical impairments, such as imperfect channel reciprocity and timing misalignments, on the key agreement rate and the length of the generated keys. The results confirm the strong potential of ultra wideband technology to enable robust physical-layer security, offering a viable and efficient solution for securing wireless communications in complex and dynamic industrial internet-of-things environments.