TY - JOUR
T1 - Group Secret Key Generation in Wireless Networks
T2 - Algorithms and Rate Optimization
AU - Xu, Peng
AU - Cumanan, Kanapathippillai
AU - Ding, Zhiguo
AU - Dai, Xuchu
AU - Leung, Kin K.
N1 - Funding Information:
The work of P. Xu and X. Dai was supported in part by the National Natural Science Foundation of China under Grant 61471334, in part by the Comprehensive Strategic Cooperation Project, Chinese Academy of Sciences under Grant 2013B091500065, and in part by the China Postdoctoral Science Foundation under Grant 2015M570544. The work of K. Cumanan and Z. Ding was supported by the H2020-MSCA-RISE-2015 Program under Grant 690750. The work of Z. Ding was supported in part by the Royal Society International Exchange Scheme and in part by the U.K. Engineering and Physical Sciences Research Council under Grant EP/N005597/1. The work of K. K. Leung was supported in part by the U.S. Army Research Laboratory and in part by the U.K. Ministry of Defence under Grant W911NF-06-3-0001. The associate editor coordinating the review of this manuscript and approving it for publication was Dr. Lifeng Lai.
Publisher Copyright:
© 2016 IEEE.
PY - 2016/8
Y1 - 2016/8
N2 - This paper investigates group secret key generation problems for different types of wireless networks, by exploiting physical layer characteristics of wireless channels. A new group key generation strategy with low complexity is proposed, which combines the well-established point-to-point pairwise key generation technique, the multisegment scheme, and the one-time pad. In particular, this group key generation process is studied for three types of communication networks: 1) the three-node network; 2) the multinode ring network; and 3) the multinode mesh network. Three group key generation algorithms are developed for these communication networks, respectively. The analysis shows that the first two algorithms yield optimal group key rates, whereas the third algorithm achieves the optimal multiplexing gain. Next, for the first two types of networks, we address the time allocation problem in the channel estimation step to maximize the group key rates. This non-convex max-min time allocation problem is first reformulated into a series of geometric programming, and then, a single-condensation-method-based iterative algorithm is proposed. Numerical results are also provided to validate the performance of the proposed key generation algorithms and the time allocation algorithm.
AB - This paper investigates group secret key generation problems for different types of wireless networks, by exploiting physical layer characteristics of wireless channels. A new group key generation strategy with low complexity is proposed, which combines the well-established point-to-point pairwise key generation technique, the multisegment scheme, and the one-time pad. In particular, this group key generation process is studied for three types of communication networks: 1) the three-node network; 2) the multinode ring network; and 3) the multinode mesh network. Three group key generation algorithms are developed for these communication networks, respectively. The analysis shows that the first two algorithms yield optimal group key rates, whereas the third algorithm achieves the optimal multiplexing gain. Next, for the first two types of networks, we address the time allocation problem in the channel estimation step to maximize the group key rates. This non-convex max-min time allocation problem is first reformulated into a series of geometric programming, and then, a single-condensation-method-based iterative algorithm is proposed. Numerical results are also provided to validate the performance of the proposed key generation algorithms and the time allocation algorithm.
KW - geometric programming
KW - group key generation
KW - Information-theoretic security
KW - multiplexing gain
KW - time allocation
UR - http://www.scopus.com/inward/record.url?scp=84971607212&partnerID=8YFLogxK
U2 - 10.1109/TIFS.2016.2553643
DO - 10.1109/TIFS.2016.2553643
M3 - Article
AN - SCOPUS:84971607212
SN - 1556-6013
VL - 11
SP - 1831
EP - 1846
JO - IEEE Transactions on Information Forensics and Security
JF - IEEE Transactions on Information Forensics and Security
IS - 8
M1 - 7452357
ER -