Patent Application
20220101752
The present application claims priority from Japanese Patent Application No. 2020-162296 filed on Sep. 28, 2020, the entire contents of which are hereby incorporated by reference.
The disclosure relates to a driving support apparatus that assists a driver in improving driver performance.
Driver performance is different among drivers and influences ride comfort and road safety. Various devices have thus been proposed to judge driver performance and give judging results and some advice to a driver.
Japanese Unexamined Patent Application Publication (JP-A) No. 2012-198344 discloses a driving support apparatus that judges driver performance with high precision and informs a driver of the total performance evaluation each time the driver drives so as to assist the driver in improving performance for the next time. This driving support apparatus includes an acceleration change calculator, a jerk calculator, a performance judger, and a total performance judger. The acceleration change calculator calculates a first correlation value correlated to an amount of change in the acceleration.
The jerk calculator calculates a second correlation value correlated to a jerk. The performance judger judges from the first and second correlation values whether the driver performance regarding the driving that the driver has just done is smooth or jerky, based on preset judgement criteria using a vibration model. The total performance judger calculates a score for the judgement result determined by the performance judger. The total performance judger then divides this score by the number of times the performance judger has made a judgement about this performance so as to calculate a first evaluation index. The total performance judger then calculates a total evaluation score for this performance, based on the first evaluation index.
An aspect of the disclosure provides a driving support apparatus including a controller. While a vehicle is driving, the controller is configured to obtain data indicating behavior of a body of a vehicle while the vehicle is driving and output a certain sound based on information indicating stability of the behavior determined from the obtained data. Every time the vehicle drives a predetermined segment, the controller is configured to output a reward sound in accordance with the stability of the behavior in the predetermined segment.
An aspect of the disclosure provides a driving support apparatus including circuitry. While a vehicle is driving, the circuitry is configured to obtain data indicating behavior of a body of a vehicle while the vehicle is driving and output a certain sound based on information indicating stability of the behavior determined from the obtained data. Every time the vehicle drives a predetermined segment, the circuitry is configured to output a reward sound in accordance with the stability of the behavior in the predetermined segment.
The accompanying drawings are included to provide a further understanding of the disclosure and are incorporated in and constitute a part of this specification. The drawings illustrate an example embodiment and, together with the specification, serve to explain the principles of the disclosure.
The driving support apparatus disclosed in JP-A No. 2012-198344 evaluates the overall driver performance regarding the driving that a driver has just done. It is thus difficult for the driver to understand at which particular driving time point the performance has been evaluated. To address this issue, an evaluation result or advice about driver performance may be given to a driver in text as an image or voice while the driver is driving. In this case, however, the driver may be distracted from driving while checking the evaluation result or the advice.
It is desirable to provide a driving support apparatus that allows a driver to be informed of driver performance evaluation in real time during driving without being seriously distracted from driving.
In the following, an embodiment of the disclosure is described in detail with reference to the accompanying drawings. Note that the following description is directed to an illustrative example of the disclosure and not to be construed as limiting to the disclosure. Factors including, without limitation, numerical values, shapes, materials, components, positions of the components, and how the components are coupled to each other are illustrative only and not to be construed as limiting to the disclosure. Further, elements in the following example embodiment which are not recited in a most-generic independent claim of the disclosure are optional and may be provided on an as-needed basis. The drawings are schematic and are not intended to be drawn to scale. Throughout the present specification and the drawings, elements having substantially the same function and configuration are denoted with the same numerals to avoid any redundant description.
An overview of a driving support apparatus according to the embodiment will first be given below. While a vehicle is driving, the driving support apparatus obtains data indicating behavior of the vehicle body and outputs a certain sound based on information indicating the stability of the behavior determined from the obtained data. The behavior of the vehicle body reflects steering, accelerating, and braking operations of a driver, for example. The driver is thus able to intuitively understand the driver performance evaluation in real time via auditory stimulation.
Every time the vehicle drives a predetermined segment, the driving support apparatus of the embodiment outputs a reward sound in accordance with the stability of the behavior of the vehicle body in this segment. This enables the driver to intuitively understand the driver performance evaluation in the predetermined segment in real time via auditory stimulation. If the behavior of the vehicle body is stabilized in the predetermined segment, the driving support apparatus provides performance evaluation to a driver as a reward sound. This can boost driver's motivation to maintain high performance.
The driving support apparatus according to the embodiment will be described below through illustration of an example.
The configuration of a driving support apparatus 1 will be first discussed below.
The driving support apparatus 1 includes an information processing device 50. The information processing device 50 is constituted by a processor, such as a central processing unit (CPU), electric circuitry, and storage elements such as a random access memory (RAM) and a read only memory (ROM). The entirety or part of the information processing device 50 may be software that can be updated, such as firmware, or may be a program module that is executed in response to an instruction from the CPU.
The driving support apparatus 1 also includes a vehicle body behavior measuring device 11, a vehicle position information detecting device 17, an input unit 19, and a sound output device 31. The vehicle body behavior measuring device 11, the vehicle position information detecting device 17, the input unit 19, and the sound output device 31 are coupled to the information processing device 50 directly or via a communication bus, such as a controller area network (CAN), so that they can communicate with the information processing device 50.
The vehicle body behavior measuring device 11 measures data indicating behavior of a vehicle body. The vehicle body behavior measuring device 11 includes at least one of a vehicle velocity sensor, an acceleration sensor, or an angular velocity sensor. The vehicle velocity sensor detects the rotational speed of a drive shaft of the vehicle, for example. The acceleration sensor at least detects the longitudinal acceleration, which is the acceleration in the front-back direction of the vehicle body, and the lateral acceleration in the widthwise direction of the vehicle body. The acceleration sensor may also detect the vertical acceleration, which is the acceleration in the height direction of the vehicle body. The angular velocity sensor detects a rate of change of each of the longitudinal axial angle (roll angle) in the front-back direction of the vehicle body, the transverse axial angle (pitch angle) in the widthwise direction of the vehicle body, and the vertical axial angle (yaw angle) of the height direction of the vehicle body. The angular velocity sensor may be a yaw rate sensor that detects a rate of change of the yaw angle.
Data measured by the vehicle body behavior measuring device 11 is subject to change in response to steering, accelerating, and braking operations of a driver. The data is input into the information processing device 50 as vehicle body behavior data. The information processing device 50 is thus able to obtain information indicating data measured by the vehicle body behavior measuring device 11. The vehicle body behavior measuring device 11 may include a sensor other than a vehicle velocity sensor, an acceleration sensor, and an angular velocity sensor to measure data indicating behavior of the vehicle body.
The vehicle position information detecting device 17 receives a positioning signal transmitted from a global navigation satellite system (GNSS), which is a typical example of a global positioning system (GPS), and measures the position of the vehicle. The vehicle position information detecting device 17 may receive a positioning signal from another system, such as the quasi-zenith satellite system, in addition to or instead of the GNSS, and measure the position of the vehicle. Information about the position of the vehicle detected by the vehicle position information detecting device 17 is input into the information processing device 50. The information processing device 50 is thus able to obtain position information indicating the position of the vehicle detected by the vehicle position information detecting device 17.
The input unit 19 receives an input operation from a user and sends information about the input operation to the information processing device 50. The input unit 19 may be a touchscreen display or a dial-control operation device. The input unit 19 may be a voice recognition system that receives input of voice of a driver or a passenger or an image recognition system that receives input of a gesture of a driver or a passenger.
In the embodiment, the input unit 19 receives input of information about attributes of a driver. The information about attributes of a driver is information related to the driving skills of the driver and indicates at least one of the driver's age, how long the driver has driven after getting the license, how often the driver drives, or how long the driver has not driven since he/she did last time (blank period). Another information from which the driving skills of the driver can be estimated may be included. These items of information may be input by the driver answering questions in a form of a questionnaire presented by the information processing device 50. Alternatively, these items of information may be obtained and stored in advance and be input into the information processing device 50.
The input unit 19 may also receive input of information about a sound to be output. For example, a user driver may be able to select a desirable sound from various sound types or tones, such as musical instrument sounds and sound effects, presented by the information processing device 50. Sound data is stored in a storage 55 of the information processing device and may be updated or added as a result of the driving support apparatus 1 communicating with an external server, for example.
The sound output device 31 outputs a sound that can be recognized by a driver. The sound output device 31 may be a speaker installed in the vehicle or a speaker dedicated to the driving support apparatus 1. The sound output device 31 outputs a sound under the control of the information processing device 50 and allows a driver to identify driver performance evaluation via auditory stimulation.
The information processing device 50 includes a communication unit 51, a controller 53, and a storage 55. The controller 53 includes an obtainer 61, a data processor 63, a sound conversion processor 65, an output controller 67, and a condition setter 69. The controller 53 is a processor, such as a CPU. The obtainer 61, the data processor 63, the sound conversion processor 65, the output controller 67, and the condition setter 69 may be functions implemented as a result of the processor executing a program.
The storage 55 includes one or multiple storage elements, such as a RAM and a ROM. The storage 55 stores obtained data and calculation result data, as well as a program executed by the controller 53 and various parameters used for executing the program.
The communication unit 51 is an interface for sending and receiving data and signals to and from the vehicle body behavior measuring device 11, the vehicle position information detecting device 17, the input unit 19, and the sound output device 31.
The obtainer 61 of the controller 53 obtains information output from the vehicle body behavior measuring device 11, the vehicle position information detecting device 17, and the input unit 19 via the communication unit 51. An example of information obtained by the obtainer 61 is data indicating behavior of the vehicle body output from the vehicle body behavior measuring device 11. The obtainer 61 obtains data at predetermined intervals and stores the obtained data in the storage 55.
The data processor 63 of the controller 53 executes certain data processing on vehicle body behavior data obtained by the obtainer 61. In one example, the data processor 63 executes at least one of smoothing processing, absolute value conversion processing, or time derivative processing on measurement data indicating at least one of the vehicle velocity, acceleration (longitudinal acceleration, lateral acceleration, and vertical acceleration), or angular velocity (angular velocity of yaw angle, roll angle, and pitch angle), so as to calculate an index value, which is a value representing the magnitude of the behavior of the vehicle body.
For example, the data processor 63 executes smoothing processing, absolute value conversion processing, and time derivative processing on measurement data indicating at least one of the vehicle velocity, acceleration, or angular velocity so as to calculate the absolute value of at least one of the acceleration, a jerk (snap or jounce), or a jerk of angular velocity (which is also called angular acceleration). The calculated absolute value of at least one of the acceleration, angular velocity, a jerk, or angular acceleration is used as the index value representing the magnitude of the behavior of the vehicle body. Among others, using the absolute value of at least one of a jerk or angular acceleration as the index value can reduce the influence of a route of the vehicle, acceleration and deceleration of another vehicle on a change in the acceleration or angular velocity. This makes it possible to more accurately evaluate a change of the behavior of the vehicle body based on the driver performance.
The data processor 63 may calculate one index value by using plural items of data selected from the absolute values of acceleration, angular velocity, a jerk, and angular acceleration. In this case, the data processor 63 may convert individual items of data to be used to values represented by the same index (value of 0 to 100, for example) and determine the average of the converted values as the index value.
In the embodiment, the data processor 63 uses the number (type) of data which is set by the condition setter 69 based on driving conditions of the vehicle and calculates one index value or the same number of index values as the used items of data. Details of setting of items of data by the condition setter 69 will be discussed later.
Regarding the acceleration and a jerk, the index value is calculated for each of at least one of the longitudinal acceleration, lateral acceleration, or vertical acceleration. Regarding the angular velocity and angular acceleration, the index value is calculated for each of at least one of the yaw angle, roll angle, or pitch angle. The index value calculated by the data processor 63 becomes larger as the magnitude of the behavior of the vehicle body is greater, and becomes smaller as the magnitude of the behavior of the vehicle body is smaller.
Every time the vehicle drives a predetermined segment, the sound conversion processor 65 of the controller 53 calculates information indicating the stability of the behavior of the vehicle body (hereinafter may also be simply called the behavior stability), based on the index value calculated by the data processor 63 from data measured in this segment. The sound conversion processor 65 then converts the calculated information into information indicating a sound to be output.
The above-described predetermined segment, which serves as the unit for calculating an evaluation value, may be a segment based on a predetermined driving distance or a segment based on a predetermined driving time. The predetermined segment may alternatively be a segment between adjacent crossroads where traffic lights are installed. The sound conversion processor evaluates the behavior stability in each predetermined segment and outputs a reward sound in accordance with the evaluated behavior stability. A reward sound is output in each predetermined segment so that a driver can feel a higher sense of accomplishment as the behavior stability is higher. This can induce the driver to improve driver performance so that the behavior of the vehicle body can be more stable.
The predetermined segment may be a specific segment set in advance. For example, to evaluate the stability of the steering operation of a driver, a segment which continues to be straight for a certain distance or longer or a segment which continues to curve at a certain curvature may be used as the predetermined segment. To evaluate the acceleration or braking operation of a driver, a segment which continues to be straight for a certain distance or longer may be used as the predetermined segment. A judgement as to whether the vehicle has driven such a specific segment may be made based on position information of the vehicle detected by the vehicle position information detecting device 17 and map data of a navigation system.
In one example, every time the vehicle drives a predetermined segment, the sound conversion processor 65 compares the highest index value in this segment with a predetermined threshold set by the condition setter 69 so as to evaluate the stability of the behavior of the vehicle body, and sets an output sound in accordance with the behavior stability. This can evaluate the behavior stability based on the index value about the time when the vehicle body has become most unstable while driving this segment. In this case, as the highest index value, which is the absolute value of at least one of the acceleration, angular velocity, a jerk, or angular acceleration, is smaller, the behavior stability is judged to be higher.
The threshold for evaluating the behavior stability may be a variable value based on the driving skills of the driver. As the threshold is smaller, the magnitude of the behavior of the vehicle body is expected to be smaller to improve the behavior stability. This induces the driver to make an effort to improve driver performance so that the behavior of the vehicle body can be more stable. As the threshold, one threshold or multiple thresholds may be used. If one threshold is used, the behavior stability is judged in the following manner. When the highest index value is smaller than or equal to the threshold, the behavior stability is judged to be high. When the highest index value exceeds the threshold, the behavior stability is judged to be low. When two thresholds (first and second thresholds) are used, the behavior stability is judged in the following manner. When the highest index value is smaller than or equal to the first threshold, which is smaller than the second threshold, the behavior stability is judged to be high. When the highest index value exceeds the first threshold and is smaller than or equal to the second threshold, which is larger than the first threshold, the behavior stability is judged to be intermediate. When the highest index value exceeds the second threshold, the behavior stability is judged to be low.
Every time the vehicle drives a predetermined segment, the sound conversion processor 65 may compare the index value calculated for this segment with the predetermined threshold set by the condition setter 69. The sound conversion processor 65 may then set the number of times that the index value exceeds the threshold to be the evaluation value indicating the behavior stability and determine a sound to be output in accordance with the evaluation value. Using the number of times that the index value exceeds the threshold as the evaluation value can evaluate the behavior stability in the entire segment as a whole, unlike when the index value that exceeds the threshold only one time during driving in this segment is used as the evaluation value.
As discussed above, the evaluation value may indicate the number of times that the index value, which is the absolute value of at least one of the acceleration, angular velocity, a jerk, or angular acceleration, exceeds the threshold. As this evaluation value is smaller, the behavior stability is judged to be higher. In one example, the behavior stability is judged in the following manner. When the number of times that the index value exceeds the threshold is 0, the behavior stability is judged to be high. When the number of times that the index value exceeds the threshold is 1 to 3, the behavior stability is judged to be intermediate. When the number of times that the index value exceeds the threshold is 4 or greater, the behavior stability is judged to be low. The threshold may be a variable value based on the driving skills of a driver. As the threshold is smaller, the magnitude of the behavior of the vehicle body is expected to be smaller to improve the behavior stability. This induces the driver to make an effort to improve driver performance so that the behavior of the vehicle body can be more stable. The number of times that the index value exceeds the threshold, which is used as a reference to determine the level of behavior stability, may also be changed based on the driving skills of a driver.
An approach to setting a threshold for evaluating the behavior stability based on the driving skills of a driver will be discussed later in detail when an explanation of the condition setter 69 is given.
A reward sound to be output is a sound that makes a driver feel a higher sense of accomplishment as the behavior stability is higher, and varies in accordance with the behavior stability or the evaluation value. A reward sound may be a sound that makes a driver feel comfortable, for example, a sound effect, such as a sound of a driver receiving a medal (hereinafter such a sound will be called a medal sound), an applause sound, a fireworks sound, or a chord consisting of multiple sound notes of different pitches or different tones.
For example, if the reward sound is a medal sound, as the behavior stability is higher, more medals are given to the driver. The medal sound may be an impact sound, such as a sound of a metal coin dropped on the hard floor. If the reward sound is an applause sound, as the behavior stability is higher, more people applaud. If the reward sound is a fireworks sound, as the behavior stability is higher, more fireworks are set off. If the reward sound is a chord, as the behavior stability is higher, a chord consisting of more notes is output.
The reward sound is not limited to the above-described examples. In addition to or instead of changing the number of medals, applauding people, fireworks, and notes forming a chord, the volume or the pitch of a reward sound may be changed. In this case, as the behavior stability is higher, the volume is set to be higher or the pitch is set to be lower, which can make a driver feel a higher sense of accomplishment. If the reward sound is a medal sound, an applause sound, or a fireworks sound, the tempo of an output sound may be changed. In this case, as the behavior stability is higher, the tempo becomes quicker, which can make a driver feel a higher sense of accomplishment. If the reward sound is a chord, a concord is set when the behavior stability is high. When the behavior stability is low, a discord is set by lowering or raising at least one of the notes forming the chord by a half step.
If plural items of data selected from the acceleration, angular velocity, a jerk, and angular acceleration are used to evaluate the behavior stability, the sound conversion processor 65 may use the index values of the plural items of data to evaluate the stability levels of the corresponding individual behavior patterns. In this case, the sound conversion processor 65 may compare each index value with the threshold, determine the behavior stability for each index value, combine the evaluation results of the index values, and then set the number of medals, applauding people, fireworks, or notes forming a chord. Alternatively, the threshold and the type of reward sound may be set for each of the plural items of data. In this case, the sound conversion processor 65 may set an output sound for each of the plural items of data, based on the relationship between the index value for a corresponding item of data and the threshold, and output an individual reward sound.
A reward sound may be output based on the evaluation result of each of the behavior of the vehicle body in the front-back direction and that in the left-right direction. This enables the driver to individually recognize the behavior stability determined from driver performance in the front-back direction and that in the left-right direction of the vehicle body.
As described above, the sound conversion processor 65 sets a sound tone or a sound type selected by a user driver to that of a reward sound to be output, determines the level of behavior stability based on the index value calculated by the data processor 63, and then sets a reward sound based on the level of behavior stability. As a result, the index value calculated by the data processor 63 can be converted into information indicating an output sound.
If a high level of behavior stability in each segment continues over multiple segments, the sound conversion processor 65 may generate a sound effect different from a regular reward sound. This can boost driver's motivation to maintain high performance so that the behavior stability can be kept stable. For example, when the number of continuous segments in which the index value calculated by the data processor 63 does not exceed the threshold has reached a preset number, the sound conversion processor 65 generates a sound effect together with or instead of a reward sound. The sound effect may be a sound, such as a fanfare sound, which can make a driver feel a higher sense of accomplishment than a reward sound does.
If the sound conversion processor 65 calculates the behavior stability or the evaluation value using one threshold, every time the number of continuous segments in which the index value calculated from measurement data in each segment does not exceed this threshold has reached a preset number, the sound conversion processor 65 generates a predetermined sound effect. If the sound conversion processor 65 calculates the behavior stability or the evaluation value using plural thresholds, every time the number of continuous segments in which the index value calculated from measurement data in each segment does not exceed the highest threshold has reached a preset number, the sound conversion processor 65 generates a predetermined sound effect. Alternatively, different sound effects may be set for plural thresholds, and, for each of the plural thresholds, every time the number of continuous segments in which the index value does not exceed a corresponding threshold has reached a preset number, the sound conversion processor 65 may generate the predetermined sound effect.
The output controller 67 of the controller 53 controls the driving of the sound output device 31, based on information indicating an output sound calculated by the sound conversion processor 65, and drives the sound output device 31 to output a reward sound. In the embodiment, every time a vehicle has driven a predetermined segment, the output controller 67 causes the sound output device 31 to output a reward sound tone or type set by the sound conversion processor 65 in accordance with the level of behavior stability.
The condition setter 69 of the controller 53 sets a condition for sound conversion processing to be executed by the sound conversion processor 65. In the embodiment, the condition setter 69 sets a threshold for evaluating the behavior stability, based on information about driver's attributes input via the input unit 19.
In one example, based on information related to driver's driving skills obtained as information about driver's attributes, the condition setter 69 sets a smaller threshold value as the driving skills estimated from the driver's attributes are higher and sets a greater threshold value as the driving skills are lower. With this setting, for a driver having high driving skills to make the behavior of the vehicle body stable, the threshold is lowered. To output the same reward sound, a higher level of behavior stability is expected for this driver than for a driver having lower driving skills.
This can induce the driver having high driving skills to improve driver performance so that the behavior of the vehicle body can be more stable. Conversely, for a driver having low driving skills, the threshold is increased. This can induce this driver to drive at a suitably stable level in accordance with his/her driving skills.
As information about driver's attributes related to driver's driving skills, at least one of the driver's age, how long the driver has driven after getting the license, how often the driver drives, or how long the driver has not driven since he/she did last time (blank period), which is obtained via the input unit 19, is used. If the driver's age is high, the driving skills are likely to have deteriorated, and the threshold value is increased. As the time after the driver has obtained the license is longer, the driving skills are likely to be higher, and the threshold value is decreased. As the driver drives more frequently, the driving skills are likely to be higher, and the threshold value is decreased. As the time after the driver drove last time (blank period) is longer, the driving skills are more likely to have deteriorated, and the threshold value is increased.
In addition to the information obtained via the input unit 19, the condition setter 69 may use data about the past behavior stability of the driver to adjust the threshold. For example, the condition setter 69 may use information about the number of times or the frequency with which the index value calculated by the data processor 63 exceeds the threshold during the past driving time of this driver. In this case, as the number of times or the frequency with which the index value exceeds the threshold is smaller, the driving skills of this driver are likely to be higher, and the threshold value is decreased. The condition setter 69 may use information about the past evaluation result of the behavior stability determined for this driver by the sound conversion processor 65. In this case, as the level of the evaluation result is higher, the driving skills are likely to be higher, and the threshold value is decreased.
The condition setter 69 may change the number of thresholds, based on information about driver's attributes from which the driver's driving skills can be estimated. In this case, as the driver's driving skills are higher, more thresholds are used. As more thresholds are used, the behavior stability can be presented to the driver in greater details.
In the embodiment, the condition setter 69 may also set a condition for data processing to be executed by the data processor 63, based on information about driver's attributes. In one example, based on the information about driver's attributes, the condition setter 69 sets the number of data types to be used by the data processor 63 to calculate the index value representing the magnitude of the behavior of the vehicle body.
For example, as the driving skills which can be estimated from the driver's attributes are higher, the condition setter 69 increases the number of data types used for calculating the index value, and as the driving skills are lower, the condition setter 69 decreases the number of data types. With this setting, for a driver having high driving skills to make the behavior of the vehicle body stable, driver performance is evaluated based on more data types. This can induce this driver to improve driver performance so that the behavior of the vehicle body can be more stable. Conversely, for a driver having low driving skills, driver performance is evaluated based on fewer data types. This can induce this driver to drive at a suitably stable level in accordance with his/her driving skills.
In this manner, the condition setter 69 may adjust the number of data types to be used for calculating the index value by the data processor 63. Even in this case, regardless of the number of data types to be used, the use of data about a jerk of lateral acceleration or the angular acceleration of yaw angle is prioritized. This makes it easier to evaluate the steering operation of a driver. The use of data about a jerk of longitudinal acceleration or the angular acceleration of roll angle may be prioritized. This makes it easier to evaluate the accelerating or braking operation of a driver.
As is seen from
As the driver drives more frequently, the threshold value becomes smaller by a preset number and the number of data types used for calculating the index value becomes larger. Conversely, as the driver drives less frequently, the threshold value becomes larger by a preset number and the number of data types used for calculating the index value becomes smaller. As the time after the driver drove last time (blank period) is longer, the threshold value becomes larger by a preset number and the number of data types used for calculating the index value becomes smaller.
If the behavior stability is evaluated with first and second thresholds (first threshold<second threshold), the condition setter 69 increases or decreases a reference value, which is set for each of the first and second thresholds, and the number of data types, based on information about the driver's attributes. For example, if the index value is calculated as 0 to 100, the reference value of the first threshold may be set to be 30, and that of the second threshold may be set to be 60. Then, the reference values of the first and second thresholds may be multiplied by a coefficient smaller than 1 or a coefficient greater than 1, based on each item of information about the driver's attributes, so that the first and second thresholds are increased or decreased. The data types that can be used for evaluating the behavior stability may be set to be twelve items of data, such as the longitudinal acceleration, lateral acceleration, vertical acceleration, angular velocity of yaw angle, that of roll angle, that of pitch angle, a jerk of longitudinal acceleration, that of lateral acceleration, that of vertical acceleration, angular acceleration of yaw angle, that of pitch angle, and that of roll angle. Then, the number of data types used as a reference is set to be five and is increased or decreased one by one, based on each item of information about the driver's attributes. However, the threshold value and the number of data types are adjusted within a range between a preset maximum value and a preset minimum value of the threshold value and that of the number of data types. As a result, a condition for data processing to be executed by the data processor 63 and that for sound conversion processing to be executed by the sound conversion processor 65 are set.
The coefficient used for increasing or decreasing the threshold value and the amount by which the number of data types is increased or decreased may be fixed regardless of the driver's attributes or may be weighted in accordance with the driver's attributes.
Data processing, sound conversion processing, and condition setting processing executed by the controller 53 will be described below with reference to
As illustrated in
When the highest index value has exceeded the highest threshold (second threshold thre2 in the example in
In this manner, the reward sound based on the behavior stability is output. This can make the behavior stability audible, thereby enabling a driver to identify driver performance evaluation in real time during driving without being seriously distracted from driving.
A description will be given, with reference to
As illustrated in
If the first threshold thre1_a and the second threshold thre2_a are applied to the data indicating the absolute value of a jerk of lateral acceleration illustrated in
In a driving environment where the behavior stability is likely to be lowered, the condition setter 69 may stop outputting sound. For example, in a scene where a vehicle drives on an unpaved road, such as a gravel path, or a scene where a vehicle drives by avoiding other vehicles in traffic congestion, the behavior stability is likely to become lower regardless of the driver's driving skills. The condition setter 69 thus stops outputting sound. This can prevent an inaccurate evaluation from being presented to a driver and also avoid leading a driver to drive unsuitably based on such an inaccurate evaluation. A driving environment where the behavior stability is likely to be lowered can be specified by the condition of a driving road or the number of other vehicles, which can be identified from detection data obtained from an outside imaging camera, a light detection and ranging, laser imaging, detection, and ranging (LiDAR), and a radar sensor, for example. An unpaved road may be detected from a change in the acceleration in the vertical direction of the vehicle body indicated by measurement data input from the vehicle body behavior measuring device 11.
As the operation of the driving support apparatus 1 of the embodiment, an example of control processing executed by the information processing device 50 will be discussed below. FIG. is a flowchart illustrating a main routine of control processing executed by the controller 53 of the information processing device 50.
In step S11, the controller 53 judges whether to start control processing for presenting driver performance evaluation to a driver via auditory stimulation. Hereinafter, such control processing may also be called auditory stimulation control. There is no particular restriction on a condition for starting to execute auditory stimulation control. In one example, if it is determined that auditory stimulation control is constantly executed while a driving system for the vehicle is operating, the controller 53 may judge that auditory stimulation control will start when the driving system is started. In another example, the controller 53 may judge that auditory stimulation control will start when it is detected that a driver has sat in the driver's seat based on an output signal from an in-vehicle imaging camera or a load sensor installed in the driver's seat. If a driver or a passenger is able to switch auditory stimulation control between ON and OFF, the controller 53 may judge that auditory stimulation control will start when a driver or a passenger has switched auditory stimulation control ON.
If the controller 53 has judged that auditory stimulation control will not start (NO in step S11), the controller 53 repeatedly executes step S11. If the controller 53 has judged that auditory stimulation control will start (YES in step S11), the controller 53 executes condition setting processing in step S13.
Condition setting processing will be discussed below in detail with reference to
Then, in step S33, the condition setter 69 sets the number and the type of data to be used for evaluating the behavior stability, based on the obtained information about driver's attributes. In the embodiment, based on the setting example illustrated in
In the setting example in
Then, in step S35, the condition setter 69 sets the first threshold thre1 and the second threshold thre2, based on the obtained information about driver's attributes. In the embodiment, the condition setter 69 sets the first and second thresholds thre1 and thre2 in accordance with the setting example in
In the setting example in
Referring back to
Then, in step S17, the sound conversion processor 65 turns ON a flag for identifying whether the index value in each segment exceeds the first threshold thre1. When the flag is ON, it means that the index value does not exceed the first threshold thre1. When the flag is OFF, it means that the index value exceeds the first threshold thre1.
In step S19, the sound conversion processor 65 initializes a counter A for counting the driving time in each segment. If the value of the counter A has reached a preset counter value C1, the sound conversion processor 65 judges that the vehicle has finished driving a predetermined segment.
Then, in step S21, the controller 53 judges whether the vehicle has stopped driving. If the vehicle has stopped driving (YES in step S21), the controller 53 terminates auditory stimulation control in step S23. If the vehicle has not stopped driving (NO in step S21), in step S25, the obtainer obtains data indicating the behavior of the vehicle body sent from the vehicle body behavior measuring device 11. In the embodiment, the obtainer 61 obtains data items about the vehicle velocity, longitudinal acceleration, lateral acceleration, vertical acceleration, angular velocity of roll angle, that of pitch angle, and that of yaw angle.
Then, in step S27, the data processor 63 executes smoothing processing, absolute value conversion processing, and time derivative processing on each item of data obtained by the obtainer 61 so as to calculate the index value representing the magnitude of the behavior of the vehicle body. In step S27, the data processor 63 may execute data processing only on the data items set in condition setting processing in step S13 and calculate the index value. Alternatively, the data processor 63 may execute data processing on all the data items obtained in step S25 and calculate the index value by using only the data items set in condition setting processing in step S13. In the embodiment, the data processor 63 converts individual data items to be used to values represented by the same index (value of 0 to 100, for example) and determines the average of the converted values as the index value.
In step S29, the sound conversion processor 65 executes sound output control processing for converting the calculated index value to information indicating an output sound and outputting the sound.
Sound output control processing executed by the sound conversion processor 65 will be discussed below in detail with reference to
If the index value is smaller than or equal to the second threshold thre2 (YES in step S41), the sound conversion processor 65 judges in step S43 whether the index value is smaller than or equal to the first threshold thre1 and whether the flag is ON. If the index value is smaller than or equal to the first threshold thre1 and if the flag is ON (YES in step S43), the sound conversion processor 65 starts counting the counter A in step S45. The sound conversion processor 65 then judges in step S47 whether the value of the counter A has reached the counter value C1. If the value of the counter A has reached the counter value C1, it means that the vehicle has finished driving a current segment.
If the counter A has not reached the counter value C1 (NO in step S47), that is, if the vehicle has not finished driving the current segment, the controller 53 returns to step S21 and repeats obtaining of measurement data and calculating and evaluating of the index value while the vehicle is driving this segment. If the value of the counter A has reached the counter value C1 (YES in step S47), the sound conversion processor 65 sets the first reward sound in step S49 since the highest index value in this segment is smaller than or equal to the first threshold thre1. Then, the output controller 67 drives the sound output device 31 to issue the first reward sound.
Then, in step S51, the sound conversion processor 65 increments the counter B. The sound conversion processor 65 then judges in step S53 whether the value of the counter B has reached the preset counter value C2. If the value of the counter B has reached the counter value C2 (YES in step S53), it means that the number of continuous segments in which the highest index value is smaller than or equal to the first threshold thre1 has reached a predetermined number (counter value C2).
If the value of the counter B is smaller than the counter value C2 (NO in step S53), the controller 53 returns to step S19 and resets the counter A and executes the subsequent steps. If the value of the counter B has reached the counter value C2 (YES in step S53), in step S55, the sound conversion processor sets the output sound to be a sound effect, such as a fanfare sound, different from a regular reward sound since the number of segments in which the highest index value is smaller than or equal to the first threshold thre1 has reached the predetermined number. Then, the output controller 67 drives the sound output device 31 to issue a sound effect. After a sound effect has been issued, the controller 53 returns to step S15 and resets the counter B and executes the subsequent steps. If it is found in step S43 that the index value exceeds the first threshold thre1 or the flag is OFF (NO in step S43), the sound conversion processor 65 turns OFF the flag in step S57. This indicates that the highest index value in the current segment exceeds the first threshold thre1 and is smaller than or equal to the second threshold thre2. Then, in step S59, the sound conversion processor 65 starts counting the counter A. The sound conversion processor 65 then judges in step S61 whether the value of the counter A has reached the counter value C1. If the value of the counter A has reached the counter value C1, it means that the vehicle has finished driving the current segment.
If the counter A has not reached the counter value C1 (NO in step S61), that is, if the vehicle has not finished driving the current segment, the controller 53 returns to step S21 and repeats obtaining of measurement data and calculating and evaluating of the index value while the vehicle is driving this segment. If the value of the counter A has reached the counter value C1 (YES in step S61), the sound conversion processor 65 sets the second reward sound in step S63 since the highest index value in this segment exceeds the first threshold thre1 and is smaller than or equal to the second threshold thre2. Then, the output controller 67 drives the sound output device 31 to issue the second reward sound.
Then, in step S65, the sound conversion processor 65 increments the counter B. The sound conversion processor 65 then judges in step S67 whether the value of the counter B has reached the preset counter value C2. If the value of the counter B has reached the counter value C2 (YES in step S67), it means that the number of continuous segments in which the highest index value exceeds the first threshold thre1 and is smaller than or equal to the second threshold thre2 has reached a predetermined number (counter value C2).
If the value of the counter B is smaller than the counter value C2 (NO in step S67), the controller 53 returns to step S19 and resets the counter A and executes the subsequent steps. If the value of the counter B has reached the counter value C2 (YES in step S67), in step S69, the sound conversion processor sets the output sound to be a sound effect, such as a fanfare sound, different from a regular reward sound since the number of segments in which the highest index value exceeds the first threshold thre1 and is smaller than or equal to the second threshold thre2 has reached the predetermined number. Then, the output controller 67 drives the sound output device 31 to issue a sound effect.
In one example, the sound effect to be issued in step S69 is different from that in step S55, which is issued when the number of segments in which the highest index value is smaller than or equal to the first threshold thre1 has reached the predetermined number. Outputting different types of sound effects allows the driver to recognize which level of behavior stability has continued a predetermined number of times. After a sound effect has been issued, the controller 53 returns to step S15 and resets the counter B and executes the subsequent steps.
The controller 53 repeats executing the above-described control processing to control outputting of a reward sound in accordance with the behavior stability in each segment until it is judged in step S21 that the vehicle has stopped driving.
As discussed above, while a vehicle is driving, the driving support apparatus 1 of the embodiment obtains data indicating behavior of the vehicle body, and outputs a certain sound based on information about the behavior stability determined from the obtained data every time the vehicle drives a predetermined segment. This enables the driver to identify driver performance in this segment in real time during driving. The output sound does not include text information to be displayed or to be output as voice. This enables the driver to intuitively understand the content of information about driver performance in this segment via auditory stimulation and to be prevented from being seriously distracted from driving. The output sound is a reward sound that can make the driver feel a sense of accomplishment. This can boost driver's motivation to maintain high performance so that the behavior of the vehicle body can be more stable.
The driving support apparatus 1 of the embodiment may control at least one of a pitch, volume, type, or tempo of a reward sound, or the number of times the reward sound is output, or the number of sound notes forming the reward sound, based on information indicating the behavior stability in the predetermined segment. This enables a driver to intuitively understand the level of behavior stability.
The driving support apparatus 1 of the embodiment may control outputting of a reward sound by using the highest index value found from measurement data obtained during driving in the predetermined segment as information indicating the behavior stability. This can evaluate driver performance based on the magnitude of the behavior about the time when the vehicle body has become most unstable in each segment.
The driving support apparatus 1 of the embodiment may calculate an index value from measurement data obtained during driving in the predetermined segment, and compare the calculated index value with a predetermined threshold. The driving support apparatus 1 may then output a reward sound, based on the number of times that the index value exceeds the predetermined threshold as information indicating the behavior stability. This can evaluate the behavior stability in the entire segment as a whole, unlike when the index value that exceeds the threshold only one time during driving in this segment is used as the evaluation value.
The driving support apparatus 1 of the embodiment may set a threshold based on driver attribute information related to driver's driving skills. In one example, as the driver's driving skills are higher, the threshold is set to be smaller, and, as the driver's driving skills are lower, the threshold is set to be larger. This can induce a driver having high driving skills to improve driver performance so that the behavior of the vehicle body can be more stable. This can also induce a driver having low driving skills to drive at a suitably stable level in accordance with his/her driving skills.
The driving support apparatus 1 of the embodiment may stop executing auditory stimulation control in a driving environment where the stability of behavior of the vehicle body is likely to be lowered. This can prevent an inaccurate evaluation from being presented to a driver and also avoid leading a driver to drive unsuitably based on such an inaccurate evaluation.
While the disclosure has been described through illustration of an embodiment with reference to the drawings, it is to be understood that the disclosure is not limited to this embodiment. Obviously, various modifications and variations will be apparent to those skilled in the art of the disclosure without departing from the technical scope of the claims, and it is to be understood that such modifications and variations are encompassed within the technical scope of the disclosure.
For example, the driving support apparatus 1 may evaluate the behavior stability in the following manner. A driving segment is set in advance to evaluate at least one of the behavior stability in the front-back direction of a vehicle body or that in the left-right direction of the vehicle body. While a vehicle is driving this driving segment, the driving support apparatus 1 calculates some items of data selected from the longitudinal acceleration, a jerk of longitudinal acceleration, angular velocity of pitch angle, angular acceleration of pitch angle, lateral acceleration, a jerk of lateral acceleration, angular velocity of yaw angle, and angular acceleration of yaw angle, and evaluates the stability of the desired behavior. This makes it possible to reduce the load of calculations of the information processing device 50.
As described above, it is possible to allow a driver to be informed of driver performance evaluation in real time during driving without being seriously distracted from driving.
The controller 53 illustrated in
| Number | Date | Country | Kind |
|---|---|---|---|
| 2020-162296 | Sep 2020 | JP | national |
