TY - GEN
T1 - Wireless Sensing Privacy Protection via Multi-Carrier Chirp Waveform
AU - Jin, Jia Xin
AU - Wang, Hui Ming
AU - Liu, Peng
AU - Zhang, Yi Yan
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Due to the wide applications of wireless sensing technology, sensing privacy is becoming more and more important. In this paper, we propose a sensing privacy protection approach, in which we use multi-carrier chirp (MCC) signal waveform to modulate sensing sequence. This waveform has adjustable parameters and we take them as secret parameters to protect users' sensing privacy. To show the idea more clearly, we consider the case of moving speed sensing in the application of smart home. On the one hand, we demonstrate the shortcomings of the approach adopted in IEEE 802.11az standard in terms of sensing performance and privacy protection performance; On the other hand, we analyze the advantages of using MCC signal waveform. When the waveform parameters are kept secret from the eavesdroppers, they cannot estimate the channel correctly and thus user's privacy of speed information is protected. Simulations show that the approach not only can protect the privacy of speed information, but also has a better sensing performance, which has a lower mean square error (MSE) of speed estimation.
AB - Due to the wide applications of wireless sensing technology, sensing privacy is becoming more and more important. In this paper, we propose a sensing privacy protection approach, in which we use multi-carrier chirp (MCC) signal waveform to modulate sensing sequence. This waveform has adjustable parameters and we take them as secret parameters to protect users' sensing privacy. To show the idea more clearly, we consider the case of moving speed sensing in the application of smart home. On the one hand, we demonstrate the shortcomings of the approach adopted in IEEE 802.11az standard in terms of sensing performance and privacy protection performance; On the other hand, we analyze the advantages of using MCC signal waveform. When the waveform parameters are kept secret from the eavesdroppers, they cannot estimate the channel correctly and thus user's privacy of speed information is protected. Simulations show that the approach not only can protect the privacy of speed information, but also has a better sensing performance, which has a lower mean square error (MSE) of speed estimation.
KW - Wireless sensing
KW - physical layer security
KW - privacy protection
UR - https://www.scopus.com/pages/publications/85177865866
U2 - 10.1109/ICCWorkshops57953.2023.10283764
DO - 10.1109/ICCWorkshops57953.2023.10283764
M3 - 会议稿件
AN - SCOPUS:85177865866
T3 - 2023 IEEE International Conference on Communications Workshops: Sustainable Communications for Renaissance, ICC Workshops 2023
SP - 1112
EP - 1117
BT - 2023 IEEE International Conference on Communications Workshops
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 IEEE International Conference on Communications Workshops, ICC Workshops 2023
Y2 - 28 May 2023 through 1 June 2023
ER -