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CN113488017A - Active noise reduction system and vehicle for road noise - Google Patents

Active noise reduction system and vehicle for road noise
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Publication number
CN113488017A
CN113488017ACN202110766261.4ACN202110766261ACN113488017ACN 113488017 ACN113488017 ACN 113488017ACN 202110766261 ACN202110766261 ACN 202110766261ACN 113488017 ACN113488017 ACN 113488017A
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noise reduction
acoustic
reduction system
vehicle
noise
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何剑峰
闫占功
宋金响
尤里·席尔瓦
孙晨玮
乌伟民
邱利利
李健健
洪宗洲
栾帅奇
全炜倬
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Weilai Automobile Technology Anhui Co Ltd
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Weilai Automobile Technology Anhui Co Ltd
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Abstract

Translated fromChinese

本申请涉及针对路噪的主动降噪系统、车辆。所述针对路噪的降噪系统包括传感器系统、声学采集系统、处理器、以及音频输出系统,其中,所述传感器系统中的至少部分传感器拾取到的所述加速度信号还用于主动悬架控制;所述声学采集系统采集到的所述声音信号还用于与语音相关的业务;以及所述音频输出系统还用于输出多媒体音频信号。根据本申请的一些示例的降噪系统可以共用车辆原有硬件,从而降低了系统复杂度,使得系统容错率相比于独立设计更高。

Figure 202110766261

The present application relates to active noise reduction systems and vehicles for road noise. The noise reduction system for road noise includes a sensor system, an acoustic acquisition system, a processor, and an audio output system, wherein the acceleration signals picked up by at least some of the sensors in the sensor system are also used for active suspension control ; the sound signal collected by the acoustic collection system is also used for voice-related services; and the audio output system is also used for outputting multimedia audio signals. The noise reduction systems according to some examples of the present application can share the original hardware of the vehicle, thereby reducing the system complexity and making the system fault tolerance higher than that of independent designs.

Figure 202110766261

Description

Active noise reduction system and vehicle for road noise
Technical Field
The application relates to the field of active noise reduction of vehicles, in particular to an active noise reduction system and a vehicle for road noise.
Background
On a new energy pure electric vehicle, because an internal combustion engine power assembly is not arranged, the noise of an internal engine and the noise of air intake and exhaust related to the internal combustion engine also disappear. However, noise problems caused by other sources of vibration noise, such as road noise, etc., are noticeable. The traditional passive vibration isolation, sound insulation and absorption measures can improve the noise level in the vehicle in a limited range. The basic principle of the active noise reduction technology is that the anti-phase sound waves are mutually counteracted, so that the purpose of noise reduction is achieved at a specific sound field position. At present, an active noise reduction self-adaptive algorithm for road noise is developed to a certain degree, and possibility is provided for further optimizing and controlling the road noise in the electric vehicle on the basis of passive noise reduction. However, the implementation of the active noise reduction system for road noise often requires additional hardware devices, which may increase the complexity of the internal system of the vehicle, and the interference of various subsystems in the vehicle may also affect the experience. Furthermore, the additional equipment also means higher development costs.
Disclosure of Invention
The embodiment of the application provides an active noise reduction system and a vehicle for road noise, and by sharing hardware in a plurality of systems, the complexity of an internal system of the vehicle can not be increased while road noise is actively suppressed.
According to an aspect of the present application, there is provided an active noise reduction system for road noise, including: a sensor system comprising one or more sensors that pick up acceleration signals relating to road noise; an acoustic collection system comprising one or more acoustic collectors that collect sound signals; a processor configured to generate an anti-phase sound wave signal relative to a road noise according to the acceleration signal and the sound signal; and an audio output system comprising one or more speakers that output the inverse sound wave signals; wherein the acceleration signals picked up by at least some of the sensors in the sensor system are also used for active suspension control; the sound signals collected by the acoustic collection system are also used for voice-related services; and the audio output system is further used for outputting multimedia audio signals.
In some embodiments of the present application, optionally, the sensor is mechanically coupled to the suspension system, and its mounting position may be at least one of: the suspension system comprises a vehicle body side mounting point and a vibration reduction supporting tower.
In some embodiments of the present application, optionally, the sensor mounting location is calibrated based on its detectable vibration amplitude range, sensitivity to detectable road surface excitation transmission.
In some embodiments of the application, optionally, the acoustic collector is arranged in the headrest and/or in a ceiling above the headrest.
In some embodiments of the present application, optionally, the speaker is disposed at a door position and configured to output the multimedia audio signal and a portion of the inverse sound wave signal below a predetermined frequency.
In some embodiments of the present application, optionally, the audio output system further comprises one or more noise reduction speakers disposed in the headrest and/or in a ceiling above the headrest for outputting a portion of the inverted acoustic wave signal that is higher than or equal to a predetermined frequency.
In some embodiments of the present application, optionally, the noise reduction system further includes: a CAN information extraction unit connected to the CAN system and configured to extract status information; and is
The processor is configured to generate the inverse acoustic wave signal further in accordance with the status information, wherein the status information includes at least one of: the number and position information of passengers, the vehicle speed information and the door and window opening and closing information.
In some embodiments of the present application, optionally, the noise reduction system further includes: a head tracking system comprising one or more image capture devices for capturing in-vehicle images and an image recognition device that recognizes occupant head position from the in-vehicle images; and the processor is configured to generate the inverse acoustic wave signal also as a function of the head position.
In some embodiments of the present application, optionally, the head tracking system is also used to monitor driver status.
In some embodiments of the present application, optionally, the processor is further multiplexed into at least one of: the controller of audio-visual system, the controller of power amplifier, the controller of intelligent driving system, the controller of suspension system, central domain controller.
According to another aspect of the application, there is provided a vehicle comprising a noise reduction system as any of the above.
By sharing the hardware of the active noise reduction system with other systems in the vehicle, the overall complexity of each system in the vehicle is reduced, and the faults caused by interference among the systems are also reduced.
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The above and other objects and advantages of the present application will become more apparent from the following detailed description when taken in conjunction with the accompanying drawings, in which like or similar elements are designated by like reference numerals.
Fig. 1 to 3 show schematic structural diagrams of an active noise reduction system according to an embodiment of the present application.
Detailed Description
For the purposes of brevity and explanation, the principles of the present application are described herein with reference primarily to exemplary embodiments thereof. However, those skilled in the art will readily recognize that the same principles are equally applicable to all types of active noise reduction systems for road noise and vehicles incorporating the same, and that these same or similar principles may be implemented therein, with any such variations not departing from the true spirit and scope of the present application.
Fig. 1-3 respectively illustrate active noise reduction systems according to some embodiments of the present application, where fig. 2 is a simplification of fig. 1 in order to clearly illustrate the principles of the present invention, and the active noise reduction system in fig. 3 illustrates some of the necessary components. The principles of the present invention will be better illustrated hereinafter by interspersing descriptions of the examples in fig. 1-3.
An aspect of the present application provides an active noise reduction system (hereinafter referred to as a noise reduction system) for road noise. As shown in fig. 3,noise reduction system 30 includes asensor system 302, anacoustic acquisition system 303, aprocessor 301, and anaudio output system 304. Wherein thesensor system 302 includes one or more sensors (not shown in fig. 3, and described in connection with other examples) that pick up acceleration signals related to road noise; theacoustic collection system 303 includes one or more acoustic collectors (not shown in fig. 3, but described in connection with other examples) that collect the sound signals; theprocessor 301 is configured to generate an anti-phase sound wave signal relative to the road noise according to the acceleration signal and the sound signal; theaudio output system 304 includes one or more speakers that output an inverted acoustic wave signal. And, the acceleration signals picked up by at least some of the sensors in thesensor system 302 are also used for active suspension control; the sound signals collected by theacoustic collection system 303 are also used for voice related services; and theaudio output system 304 is also used to output multimedia audio signals.
In the example of FIG. 2,noise reduction system 20 includes the following subsystems: asensor system 202, anacoustic acquisition system 203, aprocessor 201, and anaudio output system 204. In addition, several optional subsystems are also shown in FIG. 2.
As shown in fig. 2,sensor system 202 ofnoise reduction system 20 includes a number of vibration acceleration sensors (referred to herein simply as sensors) that are mechanically coupled to a suspension system (not shown in fig. 2) so that acceleration signals resulting from the movement of the wheels on the road surface may be picked up. On the other hand, since the road noise is also caused by motion, these acceleration signals are also associated with the road noise, and thus can be used as basic data for reducing the road noise.
Acceleration signals picked up by at least some of the sensors insensor system 202 are also used for active suspension control. For example, the illustratedsensors 2021, 2022 are already in the original design of the vehicle (not equipped with a noise reduction system) and are used for active suspension control. In some examples, the acceleration signals picked up by thesensors 2021, 2022 can also be used to suppress road noise, and thus thesensors 2021, 2022 are common to both the active suspension control system and thenoise reduction system 20. In some examples, thesensor 2023 is introduced to further improve noise reduction. At this point, thesensor 2023 may be calibrated to be sensitive to vibration frequencies, and thus the signal it picks up is more suitable for use in suppressing road noise.
In some examples, the existingsensor 2022 in the original design of the vehicle model may also be calibrated to be sensitive to vibration amplitude, so that the signal it picks up is more suitable for suspension control. At this point, the only sensor that the active suspension control system shares withnoise reduction system 20 will besensor 2021.
In some examples, the acceleration signals picked up by all of the illustratedsensors 2021, 2022, … …, 2023, while being input signals for active suspension control, are also used to suppress road noise. In this way, thesensor system 202 will be maximally shared.
In some embodiments of the present application, the sensor mounting locations described above may be body side mounting points of a suspension system, a shock absorbing support tower, or the like. According to an actual vehicle calibration result, 4-8 sensors may be needed for the whole vehicle.
In some embodiments of the present application, the sensor mounting locations described above are calibrated based on the range of sensor detectable vibration amplitudes, the sensitivity of detectable road surface excitation transmission. For example, to maximize the sensors in thecommon sensor system 202, the position of each sensor may be calibrated based on the range of detectable vibration amplitudes (e.g., on the bearings) and the sensitivity of detectable road surface excitation transfer simultaneously, such that a balance point can be found between the two (range of detectable vibration amplitudes, sensitivity of detectable road surface excitation transfer).
The arrangement of thesensor system 101 is shown in thenoise reduction system 10 of FIG. 1, with only two sensors of thesensor system 101 being shown for illustrative purposes. As shown, where thesuspension system 1012 is interposed between thetire 1011 and thesubframe 1013, thesensors 1014, 1015 may be mechanically coupled to thesuspension system 1012 to pick up acceleration signals related to road noise. The picked up signals will be sent to theprocessor 103 for performing noise suppression.
Returning to fig. 2,acoustic collection system 203 ofnoise reduction system 20 includes one or more acoustic collectors disposed within the headrest and/or within the ceiling above the headrest. As shown in fig. 2, theacoustic collectors 2031, 2032, … …, 2033 are arranged in the headrest and/or in the ceiling above the headrest for collecting sound signals. The sound signals collected by theacoustic collectors 2031, 2032, … …, 2033 in theacoustic collection system 203 are also used for voice-related services, for example, they can be used for voice recognition, car-machine conversation, hands-free conversation, etc. A specific example of the acoustic collector may be a microphone or the like.
In some embodiments of the present application, in some high-end vehicle models, an acoustic collector may be arranged in the headrest of each passenger position and in the ceiling above the headrest, thereby making it possible to collect the sound signal of each passenger position and also providing the possibility of road noise suppression for each passenger position.
Thenoise reduction system 10 of fig. 1 shows an acoustic collection system composed ofacoustic collectors 1091 and 1092, in which theacoustic collectors 1091 and 1092 are disposed in headrests of a driver seat and a passenger seat, respectively. Due to the close arrangement to the occupant, theacoustic collectors 1091 and 1092 can more clearly collect the sound of the occupant, so that the accuracy of speech recognition can be improved, for example. Further, the sound signals collected by theacoustic collectors 1091 and 1092 will be input to theprocessor 103 as residual noise for adaptive feed-forward noise reduction by thenoise reduction system 10. Although the figures show one acoustic collector for each occupant position, more acoustic collectors may be arranged for each occupant or some of the occupant positions. For example, an additional acoustic collector may be disposed in the ceiling above the headrest of the driving seat, thereby further improving the voice recognition and noise suppression effects of the driving seat.
Returning to fig. 2,processor 201 ofnoise reduction system 20 is configured to generate an anti-phase acoustic wave signal with respect to road noise from the acceleration signal fromsensor system 202, the sound signal fromacoustic collection system 203. For example, theprocessor 201 may execute an active noise reduction algorithm to process the input acceleration signal and the input sound signal, so as to obtain an inverse sound wave signal. Here, the generated reverse phase acoustic wave signal is in the form of an electric signal. Various types of speaker playback described below may be utilized to counteract road noise.
In addition to being used innoise reduction system 20, in some embodiments of the present application,processor 201 may also be multiplexed as a controller for a video and audio system, a controller for a power amplifier, a controller for an intelligent driving system, a controller for a suspension system, or a central domain controller. As shown in fig. 1, theprocessor 103 of thenoise reduction system 10 may be integrated and shared with a controller of the audio/video system 104, a controller of thepower amplifier 106, a controller of the smart driving system (not shown), a controller of thesuspension system 1012, or a central domain controller (not shown), so as to share computing power, thereby further reducing the system development cost.
Thenoise reduction system 10 of fig. 1 shows aprocessor 103 comprising a plurality of pins, wherein an acceleration signal from thesensor system 101, a sound signal from the acoustic collection system are input, and an active noise reduction algorithm is executed by theprocessor 103, resulting in an inverse sound wave signal being input to themixer 105. In themixer 105, the input inverse sound wave signal is mixed with the audio signal from theav system 104, and then amplified by thepower amplifier 106. The processed signals may be played via various speakers in the vehicle.
Returning to FIG. 2, theaudio output system 204 of thenoise reduction system 20 includes speakers 2041-2043 disposed at the door locations, and the speakers 2041-2043 may be configured to output antiphase sonic signals. In some examples, theaudio output system 204 is also used to output multimedia audio signals. For example, theaudio output system 108 shown in fig. 1 including thespeakers 1081, 1082 and theheadrest speakers 1083, 1084 is used to output signals mixed by themixer 105 and amplified by thepower amplifier 106. Of course, when the multimedia audio signal and the inverse sound wave signal are not output, theaudio output system 108 may only output the inverse sound wave signal and the multimedia audio signal.
In some embodiments of the present application, the speaker is configured to output the multimedia audio signal and a portion of the inverted acoustic wave signal that is lower than a predetermined frequency. For example, the speakers 2041-2043 (or thespeakers 1081, 1082) shown in fig. 2 may have good medium-low frequency response characteristics, and thus, the output multimedia audio signal and the inverted sound wave signal thereof may be utilized to cancel the medium-low frequency component of the original road noise.
In some embodiments of the present application, the audio output system further comprises one or more noise reduction speakers disposed in the headrest and/or in a ceiling above the headrest for outputting portions of the inverted acoustic wave signal that are greater than or equal to the predetermined frequency. For example, theaudio output system 204 shown in fig. 2 further includesnoise reduction speakers 2044 and 2046, which are good in medium-high frequency response, and which may be disposed in the headrest, in the ceiling above the headrest, so that a portion of the inverted sound wave signal higher than or equal to a predetermined frequency (for example, 400 Hz) is played around the occupant, thereby achieving road noise suppression for the occupant area (specifically, near the ear of the occupant). In this case, the suppression is mainly directed to the medium-high frequency components in the original road noise. Of course, in some examples, it may be determined whether or not a noise reduction speaker in the headrest or in the ceiling above the headrest needs to be disposed according to the calibration result. In the example of fig. 1, theaudio output system 10 includesheadrest speakers 1083, 1084 that are also used to suppress the mid-to-high frequency components of the original road noise.
In some embodiments of the present application, the noise reduction speaker is disposed in the headrest of each occupant position and/or in the ceiling above the headrest. If there is a noise reduction requirement for multiple occupants, a noise reduction speaker having a good middle-high frequency response as described above may be disposed for each occupant position, for example, in the headrest of each occupant position, in the ceiling above the headrest.
Returning to fig. 2, in some embodiments of the present application, thenoise reduction system 20 further includes a CANinformation extraction unit 205 connected to the CAN system. The CANinformation extraction unit 205 may extract status information, which may be information on the number and position of passengers, vehicle speed information, door and window opening and closing information, and the like. At this time, theprocessor 201 will also generate an anti-phase acoustic wave signal according to the state information. For example, if the information extracted by the CANinformation extraction unit 205 indicates that there is only one driver in the vehicle, the other passenger positions are free. At this time, theprocessor 201 will mainly process the sound signals collected by the acoustic collectors related to the driving position in the acoustic collection system 203 (for example, the acoustic collectors are arranged in the headrest of the driving position and in the ceiling above the headrest) according to the state information, and the inverse sound wave signals output by theaudio output system 204 are also directed to the driving position (for example, the noise reduction speakers in the headrest of the driving position and in the ceiling above the headrest of the driving position of theaudio output system 204 are driven to play the medium-high frequency components of the inverse sound wave signals, and the speakers of theaudio output system 204 are driven to output the medium-low frequency components of the inverse sound wave signals with the driving position as the center of the sound field). For another example, the output inverted acoustic wave signal may also adjust the loudness of the finally output sound with the vehicle speed. In the example of fig. 1, the CANinformation extraction unit 102 is also connected to a port of theprocessor 103 for transmitting status information thereto.
In some embodiments of the present application, the noise reduction system further comprises a head tracking system comprising one or more image capture devices and an image recognition device. As shown in FIG. 2,noise reduction system 20 also includes ahead tracking system 206, wherehead tracking system 206 also includes one or more image capture devices and image recognition devices. In the example of fig. 1,head tracking system 107 includes animage capture device 1071 and an image recognition device (not shown). Theimage capturing device 1071 is used to capture an in-vehicle image, and the image recognizing device recognizes the head position of the occupant from the in-vehicle image. As shown, the head recognized by the image recognition device is shown, and the positions of theears 1072, 1073 of the head are recognized. At this time, theprocessor 103 will also generate an anti-phase acoustic wave signal according to the head position. Specifically, the position information of theears 1072, 1073 will be sent to theprocessor 103, whereupon theprocessor 103 will update in real time the transfer function from the speakers, e.g. arranged in the headrest, to the human ears, thereby adjusting the output signals of the speakers in theaudio output system 108, in particular the output signals of theheadrest speakers 1083, 1084 in theaudio output system 108, in accordance with the position of theears 1072, 1073 of the head.
In some embodiments of the present application, the head tracking system is also used to monitor driver status. For example, the state of the driver may be monitored by capturing an in-vehicle image by theimage capturing device 1071 shown in fig. 1 and recognizing information such as the direction of the driver's sight line from the in-vehicle image by the image recognizing device.
Another aspect of the application provides a vehicle comprising a noise reduction system as any of the above. In the vehicle, the noise reduction system can share the original hardware equipment such as an acceleration sensor, an acoustic collector, a processor, a loudspeaker and the like, so that the interference among all subsystems in the vehicle can be reduced, and the complexity of the system in the vehicle is reduced. In addition, the sharing of hardware can also reduce the cost of development and production.
The above are merely specific embodiments of the present application, but the scope of the present application is not limited thereto. Other possible variations or substitutions may occur to those skilled in the art based on the teachings herein, and are intended to be covered by the present disclosure. In the present invention, the embodiments and features of the embodiments may be combined with each other without conflict. The scope of protection of the present application is subject to the description of the claims.

Claims (11)

Translated fromChinese
1.一种针对路噪的主动降噪系统,包括:1. An active noise reduction system for road noise, comprising:传感器系统,其包括拾取关于路噪的加速度信号的一个或多个传感器;a sensor system including one or more sensors that pick up acceleration signals related to road noise;声学采集系统,其包括采集声音信号的一个或多个声学采集器;an acoustic collection system, which includes one or more acoustic collectors that collect sound signals;处理器,其配置成根据所述加速度信号、所述声音信号生成相对于路噪的反相声波信号;以及a processor configured to generate an antiphase acoustic wave signal with respect to road noise from the acceleration signal, the acoustic signal; and音频输出系统,其包括输出所述反相声波信号的一个或多个扬声器;an audio output system including one or more speakers that output the inverted acoustic wave signal;其中,所述传感器系统中的至少部分传感器拾取到的所述加速度信号还用于主动悬架控制;所述声学采集系统采集到的所述声音信号还用于与语音相关的业务;并且所述音频输出系统还用于输出多媒体音频信号。Wherein, the acceleration signals picked up by at least some sensors in the sensor system are also used for active suspension control; the sound signals collected by the acoustic acquisition system are also used for voice-related services; and the The audio output system is also used to output multimedia audio signals.2.根据权利要求1所述的降噪系统,其中,所述传感器机械地耦合到悬架系统,并且其安装位置可以为以下至少一者:所述悬架系统的车身侧安装点、减振支撑塔。2 . The noise reduction system of claim 1 , wherein the sensor is mechanically coupled to a suspension system, and its mounting location can be at least one of: a body-side mounting point of the suspension system, a damping Support tower.3.根据权利要求2所述的降噪系统,其中,所述传感器安装位置基于其可探振动幅值范围、可探路面激励传递的灵敏度来标定。3. The noise reduction system of claim 2, wherein the sensor installation position is calibrated based on its detectable vibration amplitude range and detectable road surface excitation transmission sensitivity.4.根据权利要求1所述的降噪系统,其中,所述声学采集器布置在头枕内和/或头枕上方顶棚内。4. The noise reduction system of claim 1, wherein the acoustic collector is arranged in the headrest and/or in the ceiling above the headrest.5.根据权利要求1所述的降噪系统,其中,所述扬声器布置在车门位置,并且配置成输出所述多媒体音频信号以及所述反相声波信号中低于预定频率的部分。5 . The noise reduction system of claim 1 , wherein the speaker is disposed at a vehicle door position and configured to output a portion of the multimedia audio signal and the inverse sound wave signal below a predetermined frequency. 6 .6. 根据权利要求5所述的降噪系统,其中,所述音频输出系统还包括布置在头枕内和/或头枕上方顶棚内的一个或多个降噪扬声器,其用于输出所述反相声波信号中高于或等于预定频率的部分。6. The noise reduction system of claim 5, wherein the audio output system further comprises one or more noise reduction speakers arranged in the headrest and/or in the ceiling above the headrest for outputting the The portion of an inverted acoustic signal that is higher than or equal to a predetermined frequency.7.根据权利要求1所述的降噪系统,其中,所述降噪系统还包括:连接到CAN系统的CAN信息提取单元,并配置成提取状态信息;并且7. The noise reduction system of claim 1, wherein the noise reduction system further comprises: a CAN information extraction unit connected to the CAN system and configured to extract status information; and所述处理器配置成还根据所述状态信息生成所述反相声波信号,其中,所述状态信息包括以下至少一者:乘员数量和位置信息、车速信息、门窗启闭信息。The processor is configured to also generate the inverse phase acoustic wave signal according to the state information, wherein the state information includes at least one of the following: number and location information of occupants, vehicle speed information, and door and window opening and closing information.8.根据权利要求1所述的降噪系统,其中,所述降噪系统还包括:头部跟踪系统,其包括一个或多个图像捕捉装置和图像识别装置,所述图像捕捉装置用于捕捉车内图像,所述图像识别装置从所述车内图像中识别乘员头部位置;并且8. The noise reduction system of claim 1, wherein the noise reduction system further comprises a head tracking system comprising one or more image capture devices and image recognition devices, the image capture devices for capturing an in-vehicle image, the image recognition device recognizing the occupant's head position from the in-vehicle image; and所述处理器配置成还根据所述头部位置生成所述反相声波信号。The processor is configured to generate the inverted acoustic wave signal also based on the head position.9.根据权利要求8所述的降噪系统,其中,所述头部跟踪系统还用于监测驾驶员状态。9. The noise reduction system of claim 8, wherein the head tracking system is further used to monitor driver status.10.根据权利要求1所述的降噪系统,其中,所述处理器还复用为以下至少一者:影音系统的控制器、功率放大器的控制器、智能驾驶系统的控制器、悬架系统的控制器、中央域控制器。10. The noise reduction system of claim 1, wherein the processor is further multiplexed into at least one of the following: a controller of an audio-visual system, a controller of a power amplifier, a controller of an intelligent driving system, a suspension system Controller, Central Domain Controller.11.一种车辆,其包括如权利要求1-10中任一项所述的降噪系统。11. A vehicle comprising a noise reduction system as claimed in any one of claims 1-10.
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CN113895385A (en)*2021-11-152022-01-07蔚来汽车科技(安徽)有限公司 A method, system and device for automatic control of main driver's sound field
CN114103841A (en)*2021-11-162022-03-01广州小鹏汽车科技有限公司Control method, vehicle, and storage medium
CN114822478A (en)*2022-03-112022-07-29中国第一汽车股份有限公司Automobile with active noise reduction system for road noise in automobile and vibration signal acquisition device and system development method
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