TY - JOUR
T1 - Manipulation of Acoustic Focusing for Multi-target Sensing with Distributed Microphones in Smart Car Cabin
AU - Su, Yuqi
AU - Zhang, Fusang
AU - Jin, Beihong
AU - Zhang, Daqing
N1 - Publisher Copyright:
© 2025 Copyright held by the owner/author(s).
PY - 2025/6/18
Y1 - 2025/6/18
N2 - Smart car cabins have drawn great attention in the past few years to enable a wide range of applications, including in-car entertainment, road noise cancellation, and voice control. These applications have been underpinned by the addition of a very large number of acoustic modules in the cabin, which has further opened up new opportunities for acoustic contactless sensing in smart cabins. Different from the traditional smartphone or smart speaker for acoustic sensing, in this paper, we envision to manipulate the inherently embedded speakers and microphones in car cabin to produce 3D spatial signal focusing for sensing. We propose the new concept of in-car occupancy grids, which enables target identification in 3D cabin space. In order to accomplish signal focusing in a small spot region, we establish the distributed acoustic 3D spatial beamforming model. To further address the phase ambiguity induced by large microphone spacing, we design dual frequency transmitted signals and "virtually"create a low-frequency signal to sense targets, which characterizes the highly sensitive and noise-free properties. We build a distributed acoustic sensing system in car and conduct both benchmark experiments and real-world application studies. The results demonstrate that the proposed system can be applied to various sensing tasks, which has superior performance in terms of accurate occupancy detection, multi-target sensing, very subtle motion detection, and interference resistance.
AB - Smart car cabins have drawn great attention in the past few years to enable a wide range of applications, including in-car entertainment, road noise cancellation, and voice control. These applications have been underpinned by the addition of a very large number of acoustic modules in the cabin, which has further opened up new opportunities for acoustic contactless sensing in smart cabins. Different from the traditional smartphone or smart speaker for acoustic sensing, in this paper, we envision to manipulate the inherently embedded speakers and microphones in car cabin to produce 3D spatial signal focusing for sensing. We propose the new concept of in-car occupancy grids, which enables target identification in 3D cabin space. In order to accomplish signal focusing in a small spot region, we establish the distributed acoustic 3D spatial beamforming model. To further address the phase ambiguity induced by large microphone spacing, we design dual frequency transmitted signals and "virtually"create a low-frequency signal to sense targets, which characterizes the highly sensitive and noise-free properties. We build a distributed acoustic sensing system in car and conduct both benchmark experiments and real-world application studies. The results demonstrate that the proposed system can be applied to various sensing tasks, which has superior performance in terms of accurate occupancy detection, multi-target sensing, very subtle motion detection, and interference resistance.
KW - Acoustic focusing sensing
KW - Multi-path combination
KW - Multi-target sensing
KW - Occupancy grids
KW - Smart cabin
UR - https://www.scopus.com/pages/publications/105008511506
U2 - 10.1145/3729470
DO - 10.1145/3729470
M3 - Article
AN - SCOPUS:105008511506
SN - 2474-9567
VL - 9
JO - Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
JF - Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
IS - 2
M1 - 49
ER -