(en)A control system including a detection device and a control host is provided. The detection device is configured to detect a biometric characteristic to accordingly identify a user ID, and output an ID signal according to the user ID. The control host is configured to receive the ID signal to accordingly perform an individualized control associated with the user ID.

1.ApplicationNumber: US-201715722435-A
1.PublishNumber: US-9984222-B2
2.Date Publish: 20180529
3.Inventor: CHUANG, CHIH-YUAN
TSAI, CHENG-NAN
CHANG, YEN-MIN

4.Inventor Harmonized: CHUANG CHIH-YUAN(TW)
TSAI CHENG-NAN(TW)
CHANG YEN-MIN(TW)

5.Country: US
6.Claims:
(en)A control system including a detection device and a control host is provided. The detection device is configured to detect a biometric characteristic to accordingly identify a user ID, and output an ID signal according to the user ID. The control host is configured to receive the ID signal to accordingly perform an individualized control associated with the user ID.

7.Description:
(en)RELATED APPLICATIONS
The present application is a continuation-in-part application of U.S. patent application Ser. No. 15/343,509 filed on, Nov. 4, 2016, which is a continuation-in-part application of U.S. patent application Ser. No. 14/684,648 filed on, Apr. 13, 2015, and claims priority to Taiwanese Application Number 103123544, filed Jul. 8, 2014, the disclosure of which is hereby incorporated by reference herein in its entirety.


BACKGROUND
1. Field of the Disclosure
This disclosure generally relates to a control system and, more particularly, to an individualized control system utilizing a biometric characteristic and an operating method thereof.
2. Description of the Related Art
Pulse oximeters utilize a noninvasive method to monitor the blood oxygenation and the heart rate of a user. An optical pulse oximeter generally emits a red light beam (wavelength of about 660 nm) and an infrared light beam (wavelength of about 910 nm) to penetrate a part of the human body and detects an intensity variation of the penetrating light based on the feature that the oxyhemoglobin and the deoxyhemoglobin have different absorptivities in particular spectrum, e.g. referring to U.S. Pat. No. 7,072,701 entitled “Method for spectrophotometric blood oxygenation monitoring”. After the intensity variations, e.g. photoplethysmographic signals or PPG signals, of the penetrating light of the two wavelengths are detected, the blood oxygenation can then be calculated according to an equation: Blood oxygenation=100%×[HbO 2 ]/([HbO 2 ]+[Hb]), wherein [HbO 2 ] is an oxyhemoglobin concentration; and [Hb] is a deoxyhemoglobin concentration.
Generally, the intensity variations of the penetrating light of the two wavelengths detected by a pulse oximeter will increase and decrease with heartbeats. This is because blood vessels expand and contract with the heartbeats such that the blood volume that the light beams pass through will change to accordingly change the ratio of light energy being absorbed. Therefore, the absorptivity of blood of different light spectra can be calculated according to the intensity information changing continuously so as to calculate PPG signals. By further analyzing the PPG signals, biometric characteristics such as the heart rate variability (HRV) and second derivative of photoplethysmogram (SDPPG) are obtainable.
In addition, another kind of electrode type biosensor monitors the biometric characteristics such as the heart rate variability (HRV), electroencephalography (EEG), galvanic skin response (GSR), electrocardiogram (ECG) and electromyography (EMG) by detecting bio-signals.
SUMMARY
Accordingly, the present disclosure provides an individualized control system utilizing a biometric characteristic and an operating method thereof, wherein the individualized control system includes, for example, an intelligent control system, a security control system and an interactive control system.
The present disclosure provides an individualized control system adapted to a smart parking lot which includes a plurality of illumination lights arranged corresponding to a plurality of parking spaces and pas sways. The individualized control system includes a detection device and a control host. The detection device is configured to detect a biometric characteristic to identify a user ID according to the biometric characteristic, and output an ID signal according to the identified user ID. The detection device includes a biometric detection module which includes a substrate, a light source, a detection region and a control module. The light source is electrically coupled to the substrate and configured to emit invisible light to illuminate a skin surface. The detection region is electrically coupled to the substrate and configured to detect penetrating light emitted from the light source for illuminating the skin surface and passing through body tissues to correspondingly generate a light signal. The control module is electrically coupled to the light source via the substrate to control the light source, electrically coupled to the detection region via the substrate to receive the light signal from the detection region, and configured to calculate the biometric characteristic according to the light signal. The control host includes a database configured to previously store information of a specific parking space and a passway to the specific parking space respectively associated with each of a plurality of user IDs. The control host is configured to receive the ID signal corresponding to the identified user ID from the detection device, and turn on the illumination lights in areas of the specific parking space and the passway associated with the user ID according to the received ID signal.
The present disclosure further provides an individualized control system adapted to a smart parking lot which includes a plurality of parking spaces and passways. The individualized control system includes a detection device, a database and a control host. The detection device is configured to detect a biometric characteristic to identify a user ID according to the biometric characteristic, and output an ID signal according to the identified user ID. The detection device includes a biometric detection module which includes a substrate, a light source, a detection region and a control module. The light source is electrically coupled to the substrate and configured to emit invisible light to illuminate a skin surface. The detection region is electrically coupled to the substrate and configured to detect penetrating light emitted from the light source for illuminating the skin surface and passing through body tissues to correspondingly generate a light signal. The control module is electrically coupled to the light source via the substrate to control the light source, electrically coupled to the detection region via the substrate to receive the light signal from the detection region, and configured to calculate the biometric characteristic according to the light signal. The database is configured to previously store information of a specific parking space and a pas sway to the specific parking space respectively associated with each of a plurality of user IDs. The control host is configured to receive the ID signal corresponding to the identified user ID from the detection device, and automatically guide a car to the specific parking space through the associated passway associated with the user ID according to the received ID signal.
The present disclosure further provides an individualized control system adapted to a smart parking lot which includes a plurality of illumination lights arranged corresponding to a plurality of parking spaces and passways. The individualized control system includes a portable electronic device, a database and a control host. The portable electronic device is configured to wirelessly send an ID signal associated with the portable electronic device. The database is configured to previously store information of a specific parking space and a pas sway to the specific parking space respectively associated with each of a plurality of device IDs. The control host is configured to wirelessly receive the ID signal from the portable electronic device, access the database to identify a current device ID associated with the received ID signal; and turn on the illumination lights in areas of the specific parking space and the passway associated with the current device ID according to the received ID signal.



BRIEF DESCRIPTION OF THE DRAWINGS
Other objects, advantages, and novel features of the present disclosure will become more apparent from the following detailed description when taken in conjunction with the accompanying drawings.
FIG. 1A is a block diagram of an individualized control system according to one embodiment of the present disclosure.
FIG. 1B is an operational schematic diagram of the individualized control system of FIG. 1A .
FIG. 2A is a block diagram of an individualized control system according to one embodiment of the present disclosure.
FIG. 2B is an operational schematic diagram of the individualized control system of FIG. 2A .
FIG. 3A is a block diagram of a biometric detection module according to one embodiment of the present disclosure.
FIG. 3B is an operational schematic diagram of a biometric detection module according to one embodiment of the present disclosure.
FIG. 4 is a schematic diagram of a thin biometric detection module according to one embodiment of the present disclosure.
FIG. 5 is an upper view of the detection region of a biometric detection module according to one embodiment of the present disclosure.
FIGS. 6A and 6B are upper views of a biometric detection module according to some embodiments of the present disclosure.
FIGS. 7A and 7B are cross-sectional views of the thin semiconductor structure of a biometric detection module according to some embodiments of the present disclosure.
FIG. 8 is a flow chart of an operating method of an individualized control system according to one embodiment of the present disclosure.
FIG. 9 is a schematic diagram of time-domain SDPPG signal obtained according to a PPG signal detected by a detection device according to one embodiment of the present disclosure.
FIG. 10 is a schematic diagram of frequency-domain SDPPG signal obtained according to a PPG signal detected by a detection device according to one embodiment of the present disclosure.
FIG. 11 is a block diagram of an individualized control system adapted to a smart parking lot according to another embodiment of the present disclosure.
FIG. 12 is a schematic diagram of a smart parking lot according to an embodiment of the present disclosure.



DETAILED DESCRIPTION OF THE EMBODIMENT
It should be noted that, wherever possible, the same reference numbers will be used throughout the drawings to refer to the same or like parts.
The present disclosure provides an individualized control system including a detection device and a control host. The detection device is adaptable to a wearable and/or portable accessory capable of being directly in contact with a human body skin, such as a watch, a bracelet, a foot ring, a necklace, eyeglasses, an earphone and a cell phone, but not limited thereto. The control host may include a microprocessor unit (MCU) or a central processing unit (CPU) or may be a computer system or a central control system. The control host controls, directly or via internet, the operation of a home appliance, a power system, a vehicle device, a security system, a warning device or the like, wired or wirelessly. The individualized control system of the present disclosure detects at least one biometric characteristic of a user through the detection device to be configured as a reference for ID recognition, and an ID signal is sent to the control host for individualized control, wherein said individualized control may be the automatic control according to the history record or the setting of the user, or the confirmation of the existence of the user so as to perform ON/OFF of a predetermined device.
In some embodiments, the biometric characteristic includes at least one of a blood oxygenation, a heart rate variability (HRV) and a second derivative of photoplethysmogram (SDPPG), wherein said biometric characteristic may be obtained by further processing PPG signals detected by the detection device, and said processing is known to the art and thus details thereof are not described herein. The inventors noticed that the heart rate variability and the second derivative of photoplethysmogram are different from person to person such that the heart rate variability and the second derivative of photoplethysmogram may be configured as a reference for ID recognition. In addition, the blood oxygenation changes with body conditions of a user, e.g. corresponding variation occurring at a fatigue state, and thus by continuously monitoring the blood oxygenation it is able to implement an interactive control with the user according to monitored results. The biometric characteristic further includes fingerprint and/or facial feature, and the technique of identifying an individual according to the detected fingerprint and facial feature is known to the art, and thus details thereof are not repeated herein.
In some embodiments, corresponding to the control system to which the control host is connected, said individualized control includes at least one of a home appliance control, a power system control, a vehicle device control, a security system control and a warning device control.
For example, when the control host receives the ID signal from the detection device, the control host may be used to control the setting, adjustment, output strength, directivity and ON/OFF of a home appliance so as to realize an intelligent control; for example, the ON/OFF or emission intensity of a light source at a specific region, the ON/OFF or operation strength of an air conditioner at a specific region, the channel selection of a television or an audio player, but not limited thereto.
For example, when the control host receives the ID signal from the detection device, the control host may be used to control the ON/OFF of a power system so as to realize an intelligent control; for example, the power supply at a specific region or of a specific equipment, but not limited thereto.
For example, when the control host receives the ID signal from the detection device, the control host may be used to control the setting, adjustment, output strength, directivity and ON/OFF of a vehicle device so as to realize an intelligent control; for example, the door lock operation, the strength and wind direction of an air conditioner, the position setting of a chair, the angle setting of a mirror, the channel setting of a radio, but not limited thereto.
For example, when the control host receives the ID signal from the detection device, the control host may be used to control the ON/OFF of a security system so as to realize a security control; for example, the setting of entrance control, the rise/fall of a gate, the ON/OFF of a monitoring system, but not limited thereto.
For example, when the control host receives the ID signal from the detection device, the control host may be used to control the ON/OFF of a warning system so as to realize an interactive control; for example, the prompting of history records, the fatigue warning, but not limited thereto. In this embodiment, after identifying a user according to the heart rate variability and second derivative of photoplethysmogram, the control host then accesses the record of blood oxygenation associated with the user and starts to monitor continuously. When a variation of the blood oxygenation being monitored indicates a fatigue state, a fatigue warning is provided, e.g. using audio, image, light, vibration or the like without particular limitations. It is appreciated that according to different ways of warning, the control host correspondingly controls the required device such as a speaker, a display device, a light source, a vibrator and so on.
Referring to FIGS. 1A and 1B , FIG. 1A is a block diagram of an individualized control system according to one embodiment of the present disclosure and FIG. 1B is an operational schematic diagram corresponding to FIG. 1A , wherein a portable device, e.g. a cell phone, is shown as the detection device herein, but the present disclosure is not limited thereto.
The individualized control system of this embodiment includes a detection device 1 and a control host 9 . The detection device 1 is configured to detect a biometric characteristic to identify a user identification (ID) according to the biometric characteristic, and output an ID signal according to the user ID. The control host 9 is configured to receive the ID signal to perform an individualized control, e.g. the above intelligent control, security control and/or interactive control, associated with the user ID according to the ID signal.
In this embodiment, the detection device 1 includes a biometric detection module 10 , an ID recognition module 12 , an access device 14 and an output interface 16 . In one embodiment, the detection device 1 is configured to detect a biometric signal S B (i.e. PPG signals) from a skin surface to be sent to the ID recognition module 12 . In another embodiment, the detection device 1 directly processes the biometric signal to generate a biometric characteristic, e.g. the above heart rate variability and/or second derivative of photoplethysmogram, to be sent to the ID recognition module 21 .
The ID recognition module 21 then compares the biometric characteristic with pre-stored biometric characteristic information so as to identify a user ID. If the ID recognition module 21 receives the biometric signal S B , the ID recognition module 21 firstly processes the biometric signal S B so as to generate the biometric characteristic and then performs the comparison so as to generate an ID signal S P . If the ID recognition module 21 receives the biometric characteristic, the biometric characteristic is directly compared so as to generate the ID signal S P .
The access device 14 stores the information of the blood oxygenation, heart rate variability and second derivative of photoplethysmogram associated with the user ID, wherein the information may be previously stored in a data construction procedure before operation (e.g. in a first startup) and updated according to new data detected during operation. The access device 14 may include a database 142 for storing the biometric characteristic information of one or a plurality of users. In addition, the access device 1 may access the biometric characteristic information associated with the user ID from an external database via internet; i.e. the database 142 may be at external of the access device 14 .
The output interface 16 is preferably a wireless transmission interface, e.g. Bluetooth interface, microwave communication interface or the like, and is configured to output the ID signal S P to the control host 9 . For example, the ID signal S P includes at least one ID bit configured to indicate ID information of the user, e.g. “1” indicating a valid ID and “0” indicating an invalid ID, but not limited thereto.
In this embodiment, the detection device 1 may be a portable device utilizing an optical detection method to detect the biometric characteristic (illustrated by examples below), wherein said optical method is referred to detecting PPG signals and obtaining the blood oxygenation, heart rate variability and/or second derivative of photoplethysmogram according to the PPG signals.
Referring to FIGS. 2A and 2B , FIG. 2A is a block diagram of an individualized control system according to another embodiment of the present disclosure and FIG. 2B is an operational schematic diagram corresponding to FIG. 2A , wherein the detection device 1 ′ includes a portable device (e.g. shown as a cell phone herein) and a wearable accessory (shown as a bracelet herein), but the present disclosure is not limited thereto.
In one embodiment, the bracelet and the portable device detect the biometric characteristic using the optical detection method. For example, the bracelet includes a biometric detection module 10 ′ and a transmission interface 16 ′, wherein the biometric detection module 10 ′ is configured to detect a first biometric signal S B1 , e.g. PPG signals. The transmission interface 16 ′ sends the first biometric signal S B1 to the portable device by wireless communication, e.g. Bluetooth communication. It is appreciated that the bracelet further includes a power module configured to provide the power required in operation. As mentioned above, the wearable accessory may be a watch, a foot ring, a necklace, eyeglasses or an earphone. In one embodiment, the bracelet may process the first biometric signal S B1 at first so as to generate at least one biometric characteristic, and the transmission interface 16 ′ transmits the biometric characteristic to the portable device wirelessly.
The portable device includes the ID recognition module 12 , a receiving interface 13 , the access device 14 and the output interface 16 , wherein operations of the ID recognition module 12 , the access device 14 and the output interface 16 are identical to those in the descriptions of FIG. 1A and thus details thereof are not repeated herein. After the receiving interface 13 receives the first biometric signal S B1 from the transmission interface 16 ′, the ID recognition module 12 generates a biometric characteristic according to the first biometric signal S B1 , compares the biometric characteristic with pre-stored biometric characteristic information to identify a user ID, and outputs an ID signal S P through the output interface 13 according to the user ID. As mentioned above, the biometric characteristic information may be previously stored in a database inside or outside of the access device 14 . When the receiving interface 13 receives the biometric characteristic from the transmission interface 16 ′, the ID recognition module 12 directly compares the received biometric characteristic with the pre-stored biometric characteristic information so as to identify a user ID.
In some embodiments, the portable device may include a detection module 10 configured to detect a second biometric signal S B2 , and the ID recognition module 12 identifies which of the first biometric signal S B1 and the second biometric signal S B2 is better, e.g. having a higher signal-to-noise ratio (SNR), and the better one is used in the following operation.
The control host 9 then performs an individualized control associated with the user ID according to the received ID signal S P , wherein the individualized control has been described above and thus details thereof are not repeated herein.
In another embodiment, the bracelet and the portable device detect the biometric characteristic using an electrode detection method. For example, the bracelet and the portable device respectively have an electrode, and the bracelet is configured to detect a bio-electrical signal (e.g. the first biometric signal S B1 ) from a left hand (or right hand) to be sent to the portable device. The portable device is configured to detect another bio-electrical signal (e.g. the second biometric signal S B2 ) from the right hand (or left hand). The portable device (e.g. the ID recognition module 12 ) generates the heart rate variability (HRV) according to the first biometric signal S B1 and the second biometric signal S B2 to be configured as a reference data for ID recognition, wherein the principle of said electrode detection method is known to the art. As mentioned above, as the inventors noticed that the HRV is different from person to person, it may be adapted to the ID recognition. In addition, when the bracelet is replaced by a foot ring, a necklace, eyeglasses or an earphone, the detected positions are not limited to left and right hands.
Next, the operation of the optical biometric detection module 10 and 10 ′ in the present embodiment is illustrated below, but the present disclosure is not limited thereto.
Referring to FIG. 3A , it is a block diagram of a biometric detection module according to one embodiment of the present disclosure. The biometric detection module includes a light source module 101 , a detection region 103 A, a control module 106 and a power module 109 . The detection module 10 is configured to detect at least one biometric characteristic, e.g. a heart rate variation, a blood oxygenation and/or a second derivative of photoplethysmogram, from a skin surface S via a detection surface Sd thereof, wherein the principle of detecting the heart rate variation, the blood oxygenation and the second derivative of photoplethysmogram according to PPG signals is known to the art and thus details thereof are not described herein. The power module 109 is configured to provide power required by the detection module 10 in operation. It should be mentioned that the power module 109 may directly use a power module of the portable device, i.e. the power module 109 may be outside of the detection module 10 .
The light source module 101 includes, for example, at least one light emitting diode, at least one laser diode, at least one organic light emitting diode or other active light sources and is configured to emit red light and/or infrared light in a time division manner to illuminate the skin surface S, wherein the skin surface S is different according to different implementations of the detection device 1 . In one embodiment, the light source module 101 includes a single light source whose emission spectrum is changeable by adjusting a driving parameter (such as the driving current or driving voltage) so as to emit red light and infrared light, wherein the red light and the infrared light are those generally used in the biometric detection. In another embodiment, the light source module 101 includes a red light source and an infrared light source configured to emit red light and infrared light, respectively. It is possible to use other light sources capable of emitting invisible light to illuminate the skin surface S as long as the biometric characteristic is detectable by analyzing the detected light signal. The invisible light does not bother the user during operation.
The detection region 103 A is, for example, a semiconductor detection region which includes a plurality of detection pixels each including at least one photodiode configured to convert optical energy to electric signals. The detection region 103 A is configured to detect penetrating light emitted from the light source module 101 for illuminating the skin surface S and passing through body tissues so as to correspondingly generate a red light signal and/or an infrared light signal, wherein the red light signal and the infrared light signal are photoplethysmographic signals or PPG signals. When the invisible light source is used, the detection region 103 A generates corresponding light signals.
The control module 106 is configured to control the light source module 101 to emit light in a time division manner and corresponding to the light detection of the detection region 103 A, as shown in FIG. 3B , wherein the signal sequence shown in FIG. 3B is only intended to illustrate but not to limit the present disclosure. The control module 106 may directly calculate the biometric characteristic according to at least one of the red light signal and the infrared light signal, or may transmit the red light signal and the infrared light signal directly to the ID recognition module 12 to allow the ID recognition module 12 to calculate the biometric characteristic.
FIG. 4 shows a thin biometric detection module according to one embodiment of the present disclosure, which includes at least one light source module 101 , a substrate 102 , a plurality of detection pixels 103 and a plurality of contact points 105 , wherein the detection pixels 103 form an optical semiconductor detection region 103 A, which has a thin semiconductor structure 104 (further illustrated in FIGS. 7A and 7B ). The contact points 105 are configured to electrically connect the optical semiconductor detection region 103 A to the substrate 102 for being controlled by a control module 106 (as shown in FIG. 3A ), wherein the detection pixels 103 may be arranged in a chip 201 and the contact points 105 are configured as outward electrical contacts of the chip 201 . The light source module 101 is also electrically connected to the substrate 102 , and the control module 106 is configured to control the light source module 101 to illuminate the skin surface S such that emitted light may enter the body tissues (e.g. the part of human body corresponding to the detection device) of a user. Meanwhile, the control module 106 is also configured to control the detection pixels 103 to detect light transmitting out from the body tissues. As vessels and blood in the body tissues have different optical properties, by arranging specific light source the biometric characteristic may be identified according to optical images detected by the detection pixels 103 .
More specifically, the control module 106 may be integrated in the chip 201 or disposed on the substrate 102 (on the same or different surfaces of the substrate 102 with respect to the chip 201 ) and configured to control the light source module 101 and the optical semiconductor detection region 103 A. The substrate 102 has a substrate surface 102 S on which the chip 201 and the light source module 101 are disposed. In this embodiment, in order to effectively reduce the total size, a relative distance between the chip 201 and the light source module 101 is preferably smaller than 8 millimeters.
In some embodiments, the contact points 105 may be the lead frame structure. In other embodiments, the contact points 105 may be bumps, the ball grid array or wire leads, but not limited thereto.
In some embodiments, an area of the detection region 103 A is larger than 25 mm 2 . The optical semiconductor detection region may successively capture images at a frame rate higher than hundreds of frames per second. For example, the control module 106 may control the optical semiconductor detection region to capture optical images at a frame rate higher than 300 frames per second and control the light source module 101 to emit light corresponding to the image capturing.
FIG. 5 is an upper view of the optical semiconductor detection region 103 A according to one embodiment of the present disclosure. In the application of detecting biometric characteristics, e.g. the blood oxygenation, the heart rate variation and the second derivative of photoplethysmogram, as the skin surface S does not have a fast relative movement with respect to the detection surface Sd, a size of the detection region 103 A does not obviously affect the detected result. FIG. 5 shows the detection region 103 A as a rectangular shape, and a ratio of the transverse and longitudinal widths may be between 0.5 and 2. Accordingly, no matter which of the biometric characteristics such as the vein texture, blood oxygenation, heart rate variation, blood pressure or second derivative of photoplethysmogram of a user is to be detected, the user only needs to attach the detection region 103 A to the skin surface S. An area of the detection region 103 A is at least larger than 25 mm 2 .
FIGS. 6A and 6B are upper views of a thin biometric detection module according to some embodiments of the present disclosure, which show the arrangement of light sources and the application using a plurality of light sources. In FIG. 6A , the light source module 101 is shown to be arranged at one side of a plurality of detection pixels 103 and electrically connected to the substrate 102 . It should be noted that in this embodiment, although the light source module 101 is arranged at one side of the detection pixels 103 , as the light may penetrate into the body tissues of the user, the position of the light source module does not affect a direction of the detection device as long as the skin surface is continuously illuminated by the light source module during the detection process.
In FIG. 6B , two different light sources 101 a and 101 b are shown. In this embodiment, the term “different light sources” is referred to the light sources emitting light of different wavelengths. As different components in the body tissues have different optical responses toward different light wavelengths, e.g. having different absorptions, by detecting different light sources the biometric characteristic associated with the light wavelengths may be derived and the correction may be performed according to the detected images associated with different light sources so as to obtain more correct detected results. For example, the oxygen component in the blood has different absorptions associated with different light colors, and thus by detecting the energy of different light colors the blood oxygenation may be derived. In other words, the thin biometric detection module according to some embodiments of the present disclosure may include two light sources 101 a and 101 b respectively emitting light of different wavelengths, e.g. red light and infrared light. And the optical semiconductor detection region may include two types of detection pixels configured to respectively detect different light wavelengths emitted from the light sources.
For example, if a blood oxygenation is to be detected, two light wavelengths close to the absorption wavelength 805 nm of HbO 2 and Hb may be selected, e.g. about 660 nm and 940 nm. Or the light wavelength between 730 nm and 810 nm or between 735 nm and 895 nm may be selected. The blood oxygenation may be derived according to the difference of light absorption of blood between the two light wavelengths, and the related detection technology is well known to the art and thus details thereof are not described herein.
According to FIGS. 6A and 6B , it is known that a plurality of light sources may be adopted in the present disclosure and is not limited to use only a single light source or two light sources. Furthermore, according to the biometric characteristic to be detected, different detection pixels may be arranged corresponding to more light sources, and positions of the light sources do not have particular limitations. In the thin structure, the biometric detection module of the present disclosure may be applied to detect various biometric characteristics. Different light sources may also be adopted in order to detect biometric characteristics. If it is desired to acquire uniform images, identical light sources may be arranged at both sides of same detection regions such that light may enter the body tissues from two sides of the same detection regions.
FIGS. 7A and 7B are cross-sectional views of the optical semiconductor detection region according to some embodiments of the present disclosure, which are partial schematic diagrams of the thin semiconductor structure 104 . FIG. 7A is an embodiment in which a planar layer 203 also has the abrasion resistant ability. For example, the planar layer 203 made of polyimide material may have enough abrasion resistant ability to be adapted to the present disclosure. That is, the planar layer 203 is also configured as an abrasion resistant layer herein. The planar layer 203 is formed on the top of the chip structure 201 and on the chip surface 201 S to overlay the optical semiconductor detection region for protecting the semiconductor structure 104 . As the top of the chip structure 201 may have many convexes and concaves (as shown in the figure) after the metal layer and the electrode are formed thereon according to the semiconductor layout, the non-uniform surface has a negative effect to the optical detection and a weaker weather-proof ability. Accordingly, the planar layer 203 is formed on the top to allow the thin semiconductor structure 104 to have a flat surface to be suitable to the present disclosure. In the present disclosure, as the thin semiconductor structure 104 is exposed to air and directly in contact with the user's body frequently, a better abrasion resistant ability is required. In the semiconductor manufacturing technology nowadays, the polyimide-based material may be selected as the abrasion resistant material. Meanwhile, the planar layer 203 is preferably transparent to visible or invisible light corresponding to the selection of the light source. In addition, the abrasion resistant material may be glass material or the like. For example, the abrasion resistant layer is a glass layer.
It should be noted that in order to reduce the diffusion of light to blur the image when passing through the planar layer 203 , preferably a distance from the surface of the semiconductor structure 104 to the surface of the chip structure 201 , i.e. a thickness of the planar layer 203 herein, is limited to be smaller than 100 micrometers. That is, a distance from the chip surface 201 S to an upper surface of the planar layer 203 (i.e. the abrasion resistant layer) is preferably smaller than 100 micrometers. When detecting the biometric characteristic, the upper surface of the planar layer 203 is configured as the detection surface Sd to be directly in contact with a skin surface S such that light emitted from the light source module 101 directly illuminates the skin surface S and sequentially passes through the body tissues and the planar layer 203 to be detected by the optical semiconductor detection region. In one embodiment, a distance between an emission surface of the light source module 101 and the substrate surface 102 S is identical to a distance between the upper surface of the planar surface 203 and the substrate surface 102 S. That is, when the emission surface of the light source module 101 and the upper surface of the planar surface 203 have an identical height, the light emitted by the light source module 101 efficiently passes through the skin surface to enter the part of human body and is detected by the optical semiconductor detection region.
The difference between FIG. 7B and FIG. 7A is that the planar layer 203 in FIG. 7B does not have enough abrasion resistant ability, and thus another abrasion resistant layer 205 is formed upon the planar layer 203 . Similarly, in order to reduce the diffusion of light when passing through the planar layer 203 and the abrasion resistant layer 205 , in this embodiment a total thickness of the planar layer 203 and the abrasion resistant layer 205 is preferably limited to be smaller than 100 micrometers. In this embodiment, the planar layer 203 may be any material without considering the abrasion resistant ability thereof and the abrasion resistant layer 205 may be made of polyimide-based abrasion resistant material. In addition, the abrasion resistant material may be glass material or the like. For example, the abrasion resistant layer is a glass layer.
In some embodiments, it is possible to arrange a plurality of detection regions, e.g. arranging a plurality of linear detection regions along a predetermined direction or inserting a plurality of light sources between the linear detection regions. For example, the linear optical semiconductor detection regions may be arranged adjacent to each other, or the linear optical semiconductor detection regions and the light sources may be arranged alternatively so as to obtain a better optical imaging. As the detection principle is not changed, details thereof are not described herein.
Said substrate 102 is configured to electrically connect the light source module 101 and the detection pixels 103 and to allow the light source module to emit light to enter the body tissues, and the substrate may be a flexible soft substrate or a hard substrate made of hard material without particular limitations.
In the embodiment of a thin type structure, the optical semiconductor detection region may be directly attached to the skin surface of a user without other optical mechanism(s) to perform the image scaling and the light propagation. And thin and durable features thereof are suitable to be applied to wearable accessories.
In some embodiments, according to the adopted light source, different light filters may be formed during manufacturing the detection pixels to allow the desired light to pass through the filters and to be received by the detection pixels. The filters may be formed in conjunction with the semiconductor manufacturing process on the detection pixels using the conventional technology or formed on the detection pixels after the detection pixels are manufactured. In addition, by mixing filtering material in a protection layer and/or a planar layer, the protection layer and/or the planar layer may have the optical filter function. That is, in the embodiment of the present disclosure, said different detection pixels is referred to the detection pixels with different light filters but not referred to the detection pixels with different structures.
It is appreciated that in order to reduce the size, the biometric detection module 10 and 10 ′ are illustrated by the embodiment shown in FIG. 4 , but the present disclosure is not limited thereto. In some embodiments, other optical mechanism(s) may be disposed between the light source module 101 and the skin surface S to be detected and/or between the detection region 103 A and the skin surface S to be detected according to different applications.
Referring to FIG. 8 , it is a flow chart of an operating method of an individualized control system according to one embodiment of the present disclosure, which includes the steps of: detecting, using a detection device, a biometric characteristic (Step S 51 ); comparing the biometric characteristic with pre-stored biometric characteristic information to identify a user ID (Step S 52 ); and performing, using a control host, an individualized control according to the user ID (Step S 53 ).
Steps S 51 : If the detection device 1 is a portable device, the portable device directly detects the biometric characteristic and performs the ID recognition. If the detection device 1 ′ includes a portable device and a wearable accessory (e.g. foot ring, bracelet, watch, necklace, eyeglasses or earphone), the operating method further includes the steps of: detecting, using the wearable accessory, a biometric signal (Step S 511 ); transmitting the biometric signal from the wearable accessory to the portable device (Step S 512 ); and generating, using the portable device, the biometric characteristic according to the biometric signal (Step S 513 ). In another embodiment, the wearable accessory may directly generate the biometric characteristic to be sent to the portable device, wherein the wearable accessory and the portable device are coupled to each other by Bluetooth communication.
Steps S 52 : The portable device may directly compare the biometric characteristic with the pre-stored biometric characteristic information stored therein or compare the biometric characteristic with the biometric characteristic information pre-stored externally via internet. It is appreciated that the portable device has the function of connecting to the internet.
Step S 53 : After the user ID is recognized, the portable device transmits, through wireless transmission, an ID signal S P to a control host so as to perform an individualized control, e.g. the above intelligent control, security control and/or interactive control.
In addition, the biometric characteristic information stored in the database may be automatically updated with the operation of the user so as to maintain the accuracy of the ID recognition.
The individualized control system of embodiments of the present disclosure is adaptable for electricity control of a large area, e.g., controlling the on/off and strength of illumination lights, the on/off and strength of air conditioners and/or the on/off of monitoring cameras in partial area(s) of the whole large area according to the identified user ID to fulfill the requirements of the energy conservation and carbon reduction.
For example, in a smart parking lot including a plurality of illumination lights and monitoring cameras, the illumination lights and monitoring cameras are arranged corresponding to a plurality of parking spaces and passways, e.g., at least one illumination light arranged corresponding to one parking space, and one illumination light arranged every a predetermined distance at the pas sway going to the one parking space. The control host 9 of the individualized control system controls the operation of a entrance gate of the smart parking lot, the operation of illumination lights and monitoring cameras in an area of a specific parking space associated with a specific user (i.e. the identified user ID), the operation of illumination lights and monitoring cameras in an area of a specific passway to the specific parking space, e.g., the passway from the entrance gate to the specific parking space and from the specific parking space to an elevator entrance.
The control host 9 is arranged, for example, near the entrance gate and/or the elevator entrance of the smart parking lot for receiving ID signal Sp from the detection device 1 , 1 ′ when the detection device 1 , 1 ′ enters a detecting range of the control host 9 . Accordingly, when the detection device 1 , 1 ′ identifies, e.g., according to characteristic coding, the biometric characteristic of a current user belonging to a specific user (e.g., by comparing with pre-stored characteristic coding in the database 142 ), the ID signal Sp associated with the specific user is then wired or wirelessly sent to the control host 9 . After receiving the ID signal Sp, the control host 9 opens the entrance gate, turns on the illumination light(s) and monitoring camera(s) in an area of a specific parking space associated with the specific user, turns on the illumination light(s) and monitoring camera(s) in an area of a passway to the specific parking space, and keeps the illumination lights and monitoring cameras in the rest areas being turned off such that most of illumination lights and monitoring cameras in the smart parking lot are turned off and only those arranged in areas to be used by the specific user are turned on to effectively save power and improve the control performance.
As mentioned above, the detection device 1 , 1 ′ has database 142 which previously stores information of a specific parking space and a pas sway to the specific parking space respectively associated with each of a plurality of system user IDs. For example, a first user ID is previously recorded to use a first parking space and a first specific passway to the first parking space; a second user ID is previously recorded to use a second parking space and a second specific passway to the second parking space; and so on. In one embodiment, the ID signal Sp includes multiple bits to indicate information of the specific parking space and the specific passway to the specific parking space.
In other embodiments, the database 142 is included in the control host 9 . The detection device 1 , 1 ′ recognizes a current user ID and sends an ID signal Sp associated with the current user ID to the control host 9 . The control host 9 then reads control information of the illumination lights, air conditioners and cameras from the database 142 therein according to the received ID signal Sp.
As illustrated in one embodiment above, the detection device is composed of a wearable accessory (e.g., a bracelet) and a portable device (e.g., a cell phone). The wearable accessory is used to detect light signals (e.g., red light signal and infrared light signal). The portable device wirelessly receives raw data of the light signals from the wearable accessory and generates PPG signals, time-domain signals and/or frequency-domain signals of SDPPG (referring to FIGS. 9 and 10 ). The portable device compares current time-domain signals and/or frequency-domain signals of SDPPG (associated with a current user) with pre-stored characteristic coding of SDPPG to perform the ID recognition. Once a user ID is identified to be one of a plurality of users recorded in the database 142 , the corresponding control associated with the identified user ID is executed by the control host 9 .
Nowadays, SDPPG is often used for indicating the arterial stiffness, but is not used as a tool for recognizing a user ID. The SDPPG is obtained by performing a second derivative on the PPG signal (e.g., the red and/or infrared PPG signal) detected by the detection device 1 , 1 ′. Corresponding to different users, characteristic parameters or vectors of the SDPPG are respectively coded as characteristic coding to be stored in the database 142 previously, wherein the characteristic parameters or vectors include, for example, characteristic values of time-domain signals and/or frequency-domain signals of the SDPPG.
Referring to FIGS. 9 and 10 , FIG. 9 is a schematic diagram of time-domain SDPPG signal obtained according to a PPG signal detected by a detection device according to one embodiment of the present disclosure, and FIG. 10 is a schematic diagram of frequency-domain SDPPG signal obtained according to a PPG signal detected by a detection device according to one embodiment of the present disclosure. The PPG signal detected by the detection device 1 , 1 ′ is an oscillating signal in time domain, and thus the SDPPG obtained thereby also oscillates with time as shown in FIG. 9 . It is appreciated that if the detection device 1 , 1 ′ performs the ID recognition according to the frequency-domain signal of SDPPG, the detection device 1 , 1 ′ further includes a frequency conversion unit for converting the time-domain signal in FIG. 9 to the frequency-domain signal in FIG. 10 . The frequency conversion unit is implemented by software, hardware or a combination thereof. As mentioned above, corresponding to different users (or user IDs), the detection device 1 , 1 ′ obtains different time-domain signals and frequency-domain signals of SDPPG. This difference is coded and used as a way to distinguish different users in the present disclosure.
In the data construction procedure before operation, the detection device 1 , 1 ′ is operated to take at least one distance (i.e. time difference) as well as magnitude difference or ratio between time-domain signal peaks of SDPPG as characteristics to be coded, e.g., taking (H1, H2, T1, T2) or (H2/H1, T1, T2) as characteristic coding, and store one characteristic coding corresponding to each of multiple system users, wherein H1, H2, T1, T2, H2/H1 are digital codes with 2 bits, 4 bits or more bits. In operation, when the detection device 1 , 1 ′ detects the time-domain signal of SDPPG of a current user (e.g., shown in FIG. 9 ), the characteristic coding of SDPPG of the current user is generated and compared with the pre-stored characteristic coding associated with a plurality of users to perform the ID recognition. More specifically, the characteristic coding of SDPPG includes at least one time difference (e.g., T1, T2) and at least one amplitude difference (e.g., H1, H2) between time-domain signal peaks of SDPPG. In this embodiment, one of the time-domain signal peaks is a maximum peak within one of repeatedly successive second derivative of photoplethysmograms calculated by the detection device 1 , 1 ′, e.g., the first peak shown to have a maximum value in FIG. 9 . It is appreciated that the pre-stored characteristic coding in the database 142 may be automatically updated each time the associated user ID is identified.
To increase the identification accuracy, in the data construction procedure the detection device 1 , 1 ′ further takes at least one distance (i.e. frequency difference) as well as intensity difference or ratio between frequency-domain signal peaks of SDPPG as characteristics to be coded, e.g., taking (M1, M2, f1, f2) or (M2/M1, f1, f2) as characteristic coding, and stores one characteristic coding corresponding to each of multiple system users, wherein M1, M2, f1, f2, M1/M2 are digital codes with 2 bits, 4 bits or more bits. More specifically, the characteristic coding further includes at least one frequency difference (e.g., f1, f2) and at least one intensity difference (e.g., M1, M2) between frequency-domain signal peaks of SDPPG, wherein one of the frequency-domain peaks has a maximum intensity value. In other embodiments, the detection device 1 , 1 ′ performs the ID recognition only according to the frequency characteristic coding without according to the time characteristic coding.
In addition, the conventional machine learning or rule based method may be used to perform the characteristic learning and categorizing on the time-domain and/or frequency-domain signals of SDPPG to identify characteristic parameters or vectors corresponding to different users. Accordingly, when the current PPG signal of a current user is detected by the detection device 1 , 1 ′, the detection device 1 , 1 ′ performs the characteristic analyzing on SDPPG obtained from the detected current PPG signal and compares the analyzed result with pre-stored characteristic parameters or vectors (e.g., characteristic coding) in the database 142 to recognize the user ID of the current user. Corresponding control is then executed.
It is appreciated that a number and values of characteristic values in FIGS. 9 and 10 are only intended to illustrate but not to limit the present disclosure.
In another embodiment, in addition to controlling the illumination lights at a specific parking space and passway associated with the identified user ID, the individualized control system of the present disclosure is further used to perform the vehicle autopilot in the smart parking lot after a vehicle entering the gate.
Referring to FIG. 11 , it is a block diagram of an individualized control system adapted to a smart parking lot according to another embodiment of the present disclosure. The individualized control system herein also includes a detection device 1 and a control host 9 as FIGS. 1A and 2A . The detection device 1 and the control host 9 perform identical operations mentioned above, e.g., controlling the parking lot system including lights, cameras and/or gates. Furthermore, the control host 9 in this embodiment has an autopilot controller 901 used to automatically guide a car to a specific parking space, which is determined according to the ID signal Sp received from the detection device 1 , through the associated passway. The autopilot controller 901 is integrated in a CPU, MCU or ASIC of the control host 9 .
In this embodiment, the database 142 is shown to be included in the control host 9 , but not limited to. The database 142 also previously stores information of a specific parking space and a passway to the specific parking space respectively associated with each of a plurality of user IDs. When a current user ID, which is associated with the ID signal Sp from the detection device 1 , matches a predetermined user ID previously stored in the database 142 , the autopilot controller 901 of the control host 9 automatically guides, e.g., by wirelessly sending an autopilot signal Sap, a car to the specific parking space associated with the specific user ID according to the received ID signal Sp. The autopilot signal Sap includes information of moving speed and moving direction.
It is appreciated that, in this embodiment, the car to be guided by the autopilot controller 901 has an autopilot mode. Referring to FIG. 12 , it is a schematic diagram of a smart parking lot according to an embodiment of the present disclosure. For example, the specific user sitting in the car pushes a button or selects to enter the autopilot mode, and the car transmits an autopilot permission signal Sapp to the control host 9 to construct a wirelessly communication between the car and the control host 9 . Then, the control host 9 starts to send the autopilot signal Sap to automatically guide the car after receiving the autopilot permission signal Sapp from the car.
The vehicle autopilot is implemented by suitable ways. For example, the control host 9 analyzes pictures captured by multiple cameras, e.g., 94 , or signals detected by RFID tags in the smart parking lot to determine a current position of the car, and the control host 9 sends commands (e.g., autopilot signal Sap), which contains a moving speed, a moving direction, a target parking space and the associated passway, to the car to lead the car to the target parking space. The control host 9 automatically monitors the movement of all cars in the smart parking lot by the cameras 94 or the RFID tags. The arrangement of the RFID tags is known to the art and thus details thereof are not described herein.
In another example, the smart parking lot further comprises a plurality of directing lights 93 arranged on the floor and/or walls. The control host 9 analyzes pictures captured by multiple cameras, e.g., 94 , or signals detected by RFID tags in the smart parking lot to determine a current position of the car, and the control host 9 sequentially turns on the directing lights 93 in the passway to guide the car to the target parking space. In this example, the car is arranged with at least one camera each having a field of view FV for taking pictures around the car. The car has a processing unit such as a CPU, MCU or ASIC in the vehicle central control to analyze the captured pictures, e.g., identifying images of the directing lights 93 in the pictures to determine the moving direction and moving speed, such that the car is navigated to the target parking space by following the lighted directing lights 93 in the pas sway.
It is possible to use other autopilot methods to automatically guide the car to the specific parking space as long as the car has a function to communicate with the control host 9 to allow the control host 9 to direct the car in a suitable way to the specific parking space which is confirmed by accessing the database 142 according to the ID signal sent from the detection device 1 .
In the above embodiments, the ID signal Sp is associated with a user and identified according to the biometric characteristic of the user. In an alternative embodiment, the ID signal Sp is associated with a device instead of a user, i.e. the ID signal Sp indicating a device ID. This embodiment is for a scenario that one car is used by several people but using the same portable electronic device. Of course, it is possible that said several people have different portable electronic devices only said different portable electronic devices all being registered in the individualized control system previously. For example, each portable electronic device is registered in the individualized control system using Bluetooth linkage and the device ID is recorded in the database 142 previously.
Accordingly, in this embodiment, the portable electronic device is used to wirelessly send an ID signal Sp associated with the portable electronic device, which has been previously recorded in the database 142 of the individualized control system. For example, when the communication is implemented by wireless technique, a linkage is automatically or manually setup when the car enters a link range. Similarly, the database 142 in this embodiment previously stores information of a specific parking space and a passway to the specific parking space respectively associated with each of a plurality of device IDs. The host controller 9 wirelessly receives the ID signal Sp from the portable electronic device, accesses the database 142 to identify a current device ID associated with the received ID signal Sp; and turns on the illumination lights in areas of the specific parking space and the passway associated with the current device ID according to the received ID signal Sp. It is appreciated that when the current device ID is not found in the database 142 , the gate of the smart parking lot is not opened by the control host 9 , and the control host 9 does not perform any corresponding control of the parking lot system.
The host controller 9 in this embodiment performs similar operations as the above embodiments only the ID signal to be identified and compared being related to the device in this embodiment. For example, the control host 9 is further used to automatically guide a car to the specific parking space associated with the identified device ID. In this case, even if the portable electronic device in the car is used by different persons, the car is still led to the parking space associated with the device ID by the control host 9 .
It is appreciated that the portable electronic device may confirm whether a current user is a legal user before entering the operation system of the portable electronic device. For example, the current user is asked to enter a password or a predetermined gesture to enter the operation system of the portable electronic device, and the ID signal is sent when a match of the password or the predetermined gesture is confirmed, e.g., when starting to drive the car or just before passing the gate, by the portable electronic device. The method of checking a password or a predetermined gesture by a portable electronic device is known to the art, e.g., the password or the predetermined gesture is set by the legal user previously in a security setting. In another embodiment, it is possible that the portable electronic device includes the above detection device 1 to detect a biometric characteristic of a user, and the ID signal is sent when a match of the biometric characteristic is confirmed, e.g., when starting to drive the car or just before passing the gate, by the portable electronic device. That is, the host controller 9 does not confirm the user but confirms the registered devices. It is the portable electronic device to perform the confirming of the legal operator.
As mentioned above, the present disclosure provides a biometric detection module ( FIGS. 1A and 2A ) and an operating method thereof ( FIG. 8 ) that utilize the biometric characteristic as a reference for ID recognition and perform an individualized control according to the user ID so as to improve the applications of the biometric characteristic.
Although the disclosure has been explained in relation to its preferred embodiment, it is not used to limit the disclosure. It is to be understood that many other possible modifications and variations can be made by those skilled in the art without departing from the spirit and scope of the disclosure as hereinafter claimed.