Title :
Secure key generation from OFDM subcarriers´ channel responses
Author :
Junqing Zhang ; Marshall, Alan ; Woods, Roger ; Duong, Trung Q.
Author_Institution :
ECIT, Queen´s Univ. Belfast, Belfast, UK
Abstract :
The ability to exchange keys between users is vital in any wireless based security system. A key generation technique which exploits the randomness of the wireless channel is a promising alternative to existing key distribution techniques, e.g., public key cryptography. In this paper, a secure key generation scheme based on the subcarriers´ channel responses in orthogonal frequency-division multiplexing (OFDM) systems is proposed. We first implement a time-variant multipath channel with its channel impulse response modelled as a wide sense stationary (WSS) uncorrelated scattering random process and demonstrate that each subcarrier´s channel response is also a WSS random process. We then define the X% coherence time as the time required to produce an X% correlation coefficient in the autocorrelation function (ACF) of each channel tap, and find that when all the channel taps have the same Doppler power spectrum, all subcarriers´ channel responses has the same ACF as the channel taps. The subcarrier´s channel response is then sampled every X% coherence time and quantized into key bits. All the key sequences´ randomness is tested using National Institute of Standards and Technology (NIST) statistical test suite and the results indicate that the commonly used sampling interval as 50% coherence time cannot guarantee the randomness of the key sequence.
Keywords :
OFDM modulation; public key cryptography; telecommunication security; transient response; wireless channels; Doppler power spectrum; NIST statistical test; National Institute of Standards and Technology; OFDM subcarriers; OFDM systems; WSS random process; autocorrelation function; channel impulse response; channel responses; key distribution techniques; key generation technique; orthogonal frequency-division multiplexing; public key cryptography; secure key generation; subcarrier channel responses; time-variant multipath channel; uncorrelated scattering random process; wide sense stationary; wireless based security system; wireless channel; Coherence; Correlation; Doppler effect; Mathematical model; OFDM; Quantization (signal); Random processes;
Conference_Titel :
Globecom Workshops (GC Wkshps), 2014
DOI :
10.1109/GLOCOMW.2014.7063613