학술논문

Adaptive Detection and Localization Exploiting the IEEE 802.11ad Standard
Document Type
Periodical
Source
IEEE Transactions on Wireless Communications IEEE Trans. Wireless Commun. Wireless Communications, IEEE Transactions on. 19(7):4394-4407 Jul, 2020
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Signal Processing and Analysis
Delays
Doppler shift
Payloads
Standards
Radar detection
Interference
IEEE 802.11ad
opportunistic sensing
radar
dual-function radar communication
adaptive detection
localization
mmWaves
60 GHz
Language
ISSN
1536-1276
1558-2248
Abstract
In this work, we exploit the sector level sweep of the IEEE 802.11ad communication standard to implement an opportunistic radar at mmWaves and derive an adaptive procedure for detecting multiple echoes and estimating their parameters (namely, amplitude, delay, and Doppler shift). The proposed detector/estimator extracts the prospective echoes one-by-one from the received signal, after removing the interference caused by the previously detected (stronger) reverberations from the environment. Examples are provided to assess the system performance, also in comparison with other detectors/estimators and the Cramér-Rao bounds on the localization accuracy. Results indicate that the proposed method is robust against the interference induced by the imperfect ambiguity function and can achieve a delay resolution approximately equal to the inverse of the signal bandwidth, corresponding to a range offset of about 17 cm. Instead, the Doppler resolution is inherently limited by the short duration of the data packet and, in the most favorable case, is approximately 3.26 KHz, corresponding to a relative radial velocity off-set of about 8.16 m/s for a wavelength of 5 mm.