TY - GEN
T1 - Optimized Random Antenna Switching for Channel Measurement Based Secret Key Generation
T2 - 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2024
AU - Nestler, Julius
AU - Mittelbach, Martin
AU - Schmidt, Axel
AU - Schaefer, Rafael F.
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - In this work we consider an experimental hardware platform for secret key generation operating in the ISM frequency band, where one of the communication partners has multiple antennas available. For this scenario we derive optimized antenna switching schemes to improve the random characteristics of the channel measurements used as raw data for key generation. We consider different optimization problems to minimize the total correlation of the channel measurements over frequency and demonstrate for real measurement data that with a simplified, low complexity optimization scheme a high or even maximum degree of decorrelation is achievable. The results show that independent antenna switching for each frequency is de facto optimal and that uniform antenna switching probabilities are not optimal. In particular, the results show the effectiveness of the optimal randomized scheme under unfavorable conditions which appear, e.g., in static and line-of-sight communication situations.
AB - In this work we consider an experimental hardware platform for secret key generation operating in the ISM frequency band, where one of the communication partners has multiple antennas available. For this scenario we derive optimized antenna switching schemes to improve the random characteristics of the channel measurements used as raw data for key generation. We consider different optimization problems to minimize the total correlation of the channel measurements over frequency and demonstrate for real measurement data that with a simplified, low complexity optimization scheme a high or even maximum degree of decorrelation is achievable. The results show that independent antenna switching for each frequency is de facto optimal and that uniform antenna switching probabilities are not optimal. In particular, the results show the effectiveness of the optimal randomized scheme under unfavorable conditions which appear, e.g., in static and line-of-sight communication situations.
KW - channel measurements
KW - common randomness enhancement
KW - multiple antennas
KW - optimized antenna switching
KW - random channel characteristics
KW - secret key generation
UR - http://www.scopus.com/inward/record.url?scp=85207082191&partnerID=8YFLogxK
U2 - 10.1109/SPAWC60668.2024.10694630
DO - 10.1109/SPAWC60668.2024.10694630
M3 - Conference contribution
AN - SCOPUS:85207082191
T3 - IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC
SP - 211
EP - 215
BT - 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2024
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 10 September 2024 through 13 September 2024
ER -