The present disclosure is directed to a system which detects the violation of laws related to aggressive driving.
The “background” description provided herein is for the purpose of generally presenting the context of the disclosure. Work of the presently named inventors, to the extent it is described in this background section, as well as aspects of the description which may not otherwise qualify as prior art at the time of filing, are neither expressly or impliedly admitted as prior art against the present invention.
Aggressive driving behavior has become a troubling phenomenon during the past two decades. According to a report of the American Automobile Association Foundation for Traffic Safety, 56% of traffic accidents occur due to aggressive driving behavior. (See “Aggressive driving: Research update”. 2009. Technical report, AAA Foundation for Traffic Safety, Washington D.C., U.S.A., incorporated herein by reference in its entirety). Moreover, traffic accidents cost billions of dollars each year for people, governments and companies. Aggressive driving violations are considered to be of the major causes of fatal accidents. A variety of laws and regulations have been written to address aggressive driving. However, police enforcement of the current legislations has been inadequate in curtailing aggressive driving. According to reports and statistics by the US Department of Justice, the common cause of the persistence of the aggressive driving problem is lack of enforcement. The lack of enforcement is attributed to the fact that aggressive driving violations are hard for law enforcement personnel to detect and to issue citations for violators. For example, tailgating is one of the most dangerous aggressive driving behaviors as it intimidates and threatens the driver in the leading vehicle and may lead to erratic and violent responses in retaliation. One dangerous scenario is that the driver in the leading vehicle may intentionally slow down and not let the following vehicle pass. This action is also considered to be an aggressive driving violation. The presence of law enforcement in the vicinity may act as a deterrent to such aggressive driving, yet police coverage is not high enough to detect and ticket every violation.
Accordingly, it is one object of the present disclosure to provide methods and systems for detecting and citing aggressive driving violations on highways and freeways. In a first aspect, a static system focuses on detecting speeding, tailgating, and lane blocking violations. In a second aspect, a mobile system utilizes an extended floating car technique to detect speeding, tailgating, lane blocking, and improper passing.
In an exemplary embodiment, a system for detecting aggressive driving violations of vehicles travelling on a roadway is described. The system comprises a plurality of presence sensors spaced apart from one another, at least three digital cameras, a communication unit, a GPS receiver, a computer monitoring unit, wherein the monitoring unit is configured to receive signals from the presence sensors and determine relative speeds and time gaps between the vehicles from the signals, detect whether either a first vehicle or a second vehicle is driving aggressively, instruct at least one of the digital cameras to photograph a license plate of the first or second vehicle if either the first or the second vehicle is driving aggressively, and instruct the communication unit to transmit a violation report to a transit authority.
In another exemplary embodiment, a system is a roadway detection system placed on a roadway median, comprising cameras spaced apart on the roadway median, presence sensors spaced apart on the roadway median and configured to generate timestamps when detecting passing vehicles, a communication unit, computer processing circuitry configured to, determine aggressive driving violations by passing vehicles in real-time by comparing the timestamps, instruct the cameras to take photos of front and/or rear license plates of offending vehicles, and instruct the communication unit to transmit the photos to a transit authority regarding the aggressive driving violations, wherein the aggressive driving violations include speeding, lane blocking, improper passing and tailgating.
In another exemplary embodiment, a system is described for detecting aggressive driving violations of vehicles travelling on a roadway, comprising a mobile unit including a plurality of presence sensors, at least three digital cameras, a communication unit and a monitoring unit, wherein the monitoring unit includes a computer, a digital storage unit and a GPS module, and is operatively connected to a vehicle CAN unit. The monitoring unit is configured to receive signals from the presence sensors and the digital cameras, determine relative speeds of and distances between vehicles passing the mobile unit from the signals, detect whether either the first vehicle or the second vehicle is driving aggressively, instruct a digital camera to photograph either the first and the second vehicle when the first or the second vehicle is driving aggressively, and instruct the communication unit to transmit a violation report to a transit authority identifying an aggressive driving violation and including the photograph of the vehicle which is driving aggressively.
The foregoing general description of the illustrative embodiments and the following detailed description thereof are merely exemplary aspects of the teachings of this disclosure, and are not restrictive.
A more complete appreciation of this disclosure and many of the attendant advantages thereof will be readily obtained as the same becomes better understood by reference to the following detailed description when considered in connection with the accompanying drawings, wherein:
In the drawings, like reference numerals designate identical or corresponding parts throughout the several views. Further, as used herein, the words “a,” “an” and the like generally carry a meaning of “one or more,” unless stated otherwise. The drawings are generally drawn to scale unless specified otherwise or illustrating schematic structures or flowcharts.
Furthermore, the terms “approximately,” “approximate,” “about,” and similar terms generally refer to ranges that include the identified value within a margin of 20%, 10%, or preferably 5%, and any values therebetween.
The term “headway” is defined as the average interval of time between vehicles moving in the same direction on the same route.
Aspects of this disclosure are directed to systems for detecting aggressive driving violations in real-time.
In one aspect, a static system for detecting aggressive driving violations is described. The system is designed to detect speeding, tailgating and lane blockage. The violations are detected by roadside monitoring and the violators are then cited. In order to detect the violations, the following data must be collected:
1. Individual speeds for the vehicles passing an array of roadside sensors.
2. Time stamps for the vehicles passing an array of roadside sensors.
3. The time gap between any two successive vehicles.
4. Images of vehicles making the violations.
Thus, the system includes computing and processing means to control data collection of data, search the images for identifying information, detect violations, prepare violation reports and communicate the violations to a transit authority.
As depicted in
In an aspect, the static system may be mounted on a support so that the presence sensors and cameras have defined positions and orientations. The electronics, such as the computer processing unit (2), digital storage media (3) and a communication modem (5), may be embedded in the support for stability and protection from theft and the environment. In this aspect, human error in installation is minimized. The support may have wheels, so it can be towed to an installation site or may alternatively be carried by a trailer. The support may be constructed of steel, stainless steel, heavy-duty rubber, ceramic or other structural support materials. The support is designed to be mounted on the median of the highway and has leveling arms to be oriented level to the ground.
The support may have a length L and a width W. In a non-limiting example, the width may be one meter. The length may be divided into sub-lengths, L/N, where N is the number of sub-lengths, for convenience in transporting the static system. The sub-lengths may be marked and fitted together by clamps or the like. In a non-limiting example, the length L is 10 meters and the number of sub-lengths is 5, so that each sub-length is 2 meters long. Each presence sensor may be mounted on a stand fitted into the support. The stand may have a mounting bracket which is placed at a height H1 from the support. The mounting bracket is configured to hold the presence sensor at an orientation parallel to the width of the support. The mounting bracket may be adjustable in height. In a non-limiting example, the height H1 may be selected from the range of 0.5 to 1.5 meters. The mounting bracket may further be configured for adjusting the orientation of the presence sensor. Each camera may be mounted on a camera stand fitted into the support. The camera stand may have a mounting bracket which is placed at a height H2 from the support. The mounting bracket is configured to hold the camera at an orientation parallel to the width of the support. The mounting bracket may be adjustable in height. In a non-limiting example, the height H2 may be selected from the range of 0.5 to 2 meters. The mounting bracket may further be configured for adjusting the orientation of the camera.
The presence sensors are mounted on the median of the highway and hence, the primary focus of the system is on detecting speeding, tailgating and lane blocking violations in the left lane of the highway. The presence sensors are range-finding sensors and may be ultrasonic based, laser-based, microwave, frequency modulated continuous wave or infrared-based, but must have a high rate of distance scanning update capability and a detection range which covers at least one lane width. In a non-limiting example, the presence sensor may be an RTMS G4 radar-based sensor designed to be mounted on poles on the sides of a roadway for the detection and measurement of traffic and is available from International Road Dynamics Inc., 702-43rd Street East, Saskatoon, SK., Canada.
Tailgating is defined as the situation where a vehicle is observed following another vehicle closely with very low time headway. As depicted in
Referring to
If the time gap between two successive vehicles is less than a minimum time gap (τ), then based on the passing times for both vehicles at the successive sensor (1b), the time gap is assessed again. If the time headway is unsafe or below the minimum time gap, tailgating is indicated. As a result, the speed of the lead vehicle (A) is estimated by X1/(t3−t1), and compared with the speed limit for the highway.
The minimum time gap (τ) depends on the relative difference in speeds of vehicles (A) and (B). If the velocity of vehicle (B) is greater than the velocity of vehicle (A) by 5 mph (8 kph), and vehicle (B) is less than two car lengths behind vehicle (A), then vehicle (B) will impact the bumper of vehicle (A) in about two seconds, unless vehicle (B) brakes or vehicle (A) speeds up. An average car length is about 15 ft. or about 5 meters. In a non-limiting example, the minimum time gap is 0.45 seconds to 1 second or is in accordance with a value legislated by the relevant lawmaking body.
If the speed of vehicle (A) is within the posted speed limit (±5 mph, for example), then scenario 1 is applied and vehicle (B) is considered to be tailgating. By the time vehicle (B) passes sensor 1c, camera 3a is activated and a picture is taken of the rear plate of vehicle (B) and sent to a transit authority for citation.
If the speed of vehicle (A) is below the speed limit, then scenario 2 is applied and both vehicles are in violation: A for lane blocking and B for tailgating. As each vehicle passes sensor 1c, camera 3a is activated to take a picture of vehicle (B) and camera 3b is activated to take a picture of vehicle (A). Both pictures are sent to a transit authority for citation.
If the time gap between the vehicles upon passing sensor 1b is not less than the time gap limit, then, if the speed of vehicle (A) is at the speed limit, there are no violations. However, if the speed of vehicle (A) is significantly below the speed limit, then scenario 3 applies and vehicle (A) is in violation for lane blocking. Sensor 1c records the time t5 and camera 3b takes a picture of vehicle (A).
In
In a second aspect, a mobile system for detecting aggressive driving violations is described. The mobile system 500 is mounted/concealed on a monitoring vehicle (X) (unmarked police vehicle, for example) as illustrated in
The three digital camera units are mounted on vehicle (X) as shown in
The presence sensors and cameras are connected and controlled by the computer unit (3) through the data acquisition channels mounted in the monitoring vehicle. Also, a GPS receiver (4) is included to determine the precise location and speed data of the monitoring vehicle. The speed of the monitoring vehicle will also be acquired from the vehicle data bus by connecting the computer unit (3) to the vehicle CAN network. Finally, there is a wireless communication modem (5) to upload violations incidents regularly to a transit authority for archival and citation processing as shown in
In order to detect the violations, the following data must be collected:
1. Individual speeds for the vehicles passing sensors on the monitoring vehicle.
2. Time stamps for the vehicles passing each sensor on the monitoring vehicle.
3. The time gap between any two successive vehicles.
4. Images of vehicles making the violations.
5. CAN data from the monitoring vehicle's CAN unit, which includes the speed of the monitoring vehicle.
Further, the system includes computing and processing means to control the collection of data, search the images for identifying information, detect violations, prepare violation reports and communicate the violations to a transit authority.
The primary traffic violations the current system is designed to detect are as follows:
As mentioned above, tailgating is defined as a vehicle following another vehicle closely with very low detected time gap between the vehicles (e.g., less than 1 sec or less than a legislated minimum time gap). In tailgating cases, several scenarios may be occurring. The first scenario is that vehicle (B) as illustrated in
The velocity of vehicle (A) is compared to the speed limit. If the velocity of vehicle (A) is greater than the speed limit, a speeding violation is communicated to a transit authority through a communication modem (5).
Tailgating is checked as follows. As shown in
The gap is then compared to a minimum gap between vehicles:
Referring to
If tgap2<minimum Gap→Vehicle B is verified to be tailgating Vehicle A
It has been established that the status of vehicle (B) is that it has made a tailgating violation. Additionally, it must be determined whether vehicle (B) is speeding by the following equation:
where,
Then,
Thus, vehicle (B) is also cited with a speeding violation when its speed is greater than the speed limit as determined by equation (7).
As shown in
Finally, if any vehicle approaches vehicle (X) too closely from the rear and stays near it for a few seconds, k, where k equals 1 to 10 seconds, tailgating of vehicle (X) is determined and the back camera 2BC will take a shot for it for citation.
In the previous example, if both (A) and (B) are exceeding the speed limit significantly, and (B) is tailgating (A), then a street racing violation may be determined for both vehicles. The amount of exceeding the speed limit may be determined by the computer monitor by comparing the relative speeds of the vehicles on the roadway and determining an average speed, determining an unsafe speed for the conditions of the roadway. The amount of exceeding the speed limit may range from 10 to 50 mph.
As shown in
All vehicles passing vehicle (X) from the right side will be cited for improper passing when vehicle (X) is travelling at the speed limit.
The presence sensors and cameras are connected and controlled by the computer unit 1103 through the data acquisition channels mounted in the monitoring vehicle (X) or the roadway structure. The presence sensors and cameras may be directly connected to bus 1176 to convey data to the computer 1103 or may be wireless connected to the computer through the modem 1160 of the communication module 1105. In the second aspect, CAN data may be directly input to the computer through I/O port 1186 or alternatively directly connected to bus 1176. GPS receiver 1144 is included to determine the precise location and speed data of the monitoring vehicle (X) of the second aspect and is optional in the first aspect. The speed of the monitoring vehicle (X) is also acquired from the vehicle data bus by connecting the computer unit 1103 to the vehicle CAN network in the second aspect. Communication bus line 1175 provides a communication pathway to connect the components of computer system 1103. CPU 1136 is configured to instruct its processor to access program instructions stored in memory 1134 to store timestamps from the presence sensors and images from cameras in memory, subtract the time stamps, calculate the velocity of each approaching or passing vehicle from the timestamps, actuate the cameras to take images of the license plates of violating vehicles, compare, in comparison module 1140, the velocity of a vehicle to a designated speed limit of the roadway stored in database 1138, access the discrete features from database 1180, memory 1182 or alternatively from inputs received at I/O port 1186 or communication module 1166. The CPU 1136 is further configured to determine whether a violation event has occurred and to instruct the reporting module to create a violations report. The CPU 1136 is further configured to instruct the communications module 1105 to transmit the violations report to a transit authority. The remote monitoring center may communicate controls to the CPU, such as to start detecting, to shut down, to operate during specified hours of the day, and such like. Alternatively, these instructions may be entered through keyboard 1188 or to I/O port 1186. I/O port may be configured to accept remote instructions from a handheld unit or such like.
The first embodiment is illustrated with respect to
The presence sensors and the digital cameras may be mounted at spaced locations on a roadway median as shown in
In a static system, the violation is one of tailgating, speeding and lane blocking.
The static system includes a tailgating scenario where a second vehicle is following the first vehicle, where there are three linearly spaced presence sensors, wherein the GPS receiver transmits a speed limit of the roadway to the computer monitoring unit, and wherein the computer monitoring unit determines a minimum time gap based on the speed limit, compares the time gaps between the first vehicle (A) and the second vehicle (B) at each of the three linearly spaced presence sensors to the minimum time gap, determines a tailgating violation if at least two of the time gaps are less than the minimum time gap, and instructs the communication unit to transmit a tailgating violation report to the transit authority.
A static system shown in
Alternatively, a dynamic system includes wherein the presence sensors and the digital cameras are mounted at spaced locations on a monitoring vehicle travelling on the roadway as shown in
The monitoring vehicle has a length axis (L) and a width axis (W), a left front side, a left rear side, a right front side, a right rear side, a front bumper and a rear bumper, wherein each presence sensor is configured to interrogate the roadway with an electromagnetic beam (see 822, 824,
In the dynamic system shown in
The computer monitoring unit is further configured to receive a first timestamp, t1, as the first vehicle passes the first presence detector, instruct the first camera to take an image of the front bumper of the first vehicle, receive a second timestamp, t2, as the first vehicle passes the second presence detector, determine the velocity, VA, of the first vehicle based on
where d equals a distance between the first presence sensor and the second presence sensor, receive the speed limit of the roadway from the GPS module, compare the velocity, VA1, of the first vehicle to the speed limit, determine there is no speeding violation for the first vehicle if the velocity is equal to or is less than the speed limit of the roadway, determine a speeding violation for the first vehicle if the velocity is greater than the roadway speed limit, and prepare a first violation report including the velocity and image of the front bumper of the first vehicle.
The computer monitoring unit is further configured to receive a third timestamp, t3, as the second vehicle passes the first presence detector, instruct the first camera to take an image of the front bumper of the second vehicle, receive a fourth timestamp, t4, as the second vehicle passes the second presence detector, determine the velocity, VA, of the second vehicle based on
compare the velocity, VA2, of the second vehicle to the speed limit, determine there is no speeding violation for the second vehicle if the velocity is equal to or is less than the speed limit of the roadway, determine a speeding violation for the second vehicle if the velocity is greater than the roadway speed limit, calculate a first time gap between the first and second vehicle at the first presence sensor by subtracting the third timestamp from the first timestamp, calculate a second time gap between the first and second vehicle at the second presence sensor by subtracting the fourth timestamp from the second timestamp, determine the second vehicle is tailgating the first vehicle if both the first and second time gaps are less than the minimum time gap, determine there is no tailgating violation for the second vehicle if the both the first and second time gaps are not less than the minimum time gap, and prepare a second violation report including the velocity and image of the front bumper of the second vehicle when the second vehicle is either speeding or tailgating.
In the dynamic system, the computer monitoring unit is further configured to receive a fifth timestamp, t5, when the first vehicle is within the field of view of the fifth presence sensor and record the velocity, V5, received from the GPS unit of the monitoring vehicle, receive a sixth timestamp, t6, at a time t5+k seconds, where k equals 1 to 10 seconds and record the velocity, V6, of the first vehicle, determine there is a tailgating violation by the first vehicle if V6 is greater than V5, determine there is a tailgating violation and a speeding violation if V6 and V5 are both greater than VX, instruct the third camera to take an image of the front bumper of the first vehicle, prepare a second violation report including the velocity and image of the front bumper of the first vehicle when the first vehicle is either speeding or tailgating.
In the dynamic system, the computer monitoring unit is further configured to determine a street racing violation if any one of the following occur the second vehicle is tailgating the first vehicle and the velocities of both the first and the second vehicle exceed the speed limit by a threshold amount, wherein the threshold amount is ten to fifty miles per hour, and the first vehicle passes the monitoring vehicle on the left and the second vehicle simultaneously passes the monitoring vehicle on the right and the velocities of both the first and the second vehicle exceed the speed limit. The computer monitoring unit is further configured to determine an improper passing violation when a vehicle passes the monitoring vehicle on the right side when the monitoring vehicle is travelling at the speed limit.
The second embodiment is illustrated with respect to
The third embodiment is illustrated with respect to
The system further includes wherein the GPS module is configured to determine estimated velocities of vehicles on the roadway and the speed limit of the roadway, wherein the computer monitoring unit is configured to receive an estimated velocity of the monitoring vehicle from the GPS module, receive an estimated velocity of the monitoring vehicle from the CAN data unit, and correlate the estimated velocities to determine a corrected velocity, VX, of the monitoring vehicle.
Driving aggressively is one of speeding, tailgating, street racing and improper passing. The monitoring vehicle has a length axis, L, and a width axis, W, a left front side, a left rear side, a right front side, a right rear side, a front bumper and a rear bumper, wherein each presence sensor is configured to interrogate the roadway with an electromagnetic beam, receive a return beam and generate a timestamp, wherein the computer monitoring unit is further configured to receive a first timestamp, t1, as a first vehicle passes a first presence sensor located on the left rear bumper of the monitoring vehicle, instruct the first camera located on the left front side of the monitoring vehicle to take an image of a front license plate of the first vehicle, receive a second timestamp, t2, as the first vehicle passes a second presence sensor, determine a velocity, VA1, of the first vehicle based on:
where d equals a distance between the first presence sensor and the second presence sensor, receive the speed limit of the roadway from the GPS module, compare the velocity, VA1, of the first vehicle to the speed limit, determine there is no speeding violation for the first vehicle if the velocity is equal to or is less than the speed limit of the roadway, determine a speeding violation for the first vehicle if the velocity is greater than the speed limit of the roadway, and prepare a first violation report including the velocity and image of the front bumper of the first vehicle.
The computer monitoring unit is further configured to receive a third timestamp, t3, as a second vehicle passes the first presence detector, instruct the first camera to take an image of the front license plate of the second vehicle, receive a fourth timestamp, t4, as the second vehicle passes the second presence detector, determine the velocity, VA, of the second vehicle based on
compare the velocity, VA2, of the second vehicle to the speed limit, determine there is no speeding violation for the second vehicle if the velocity is equal to or is less than the speed limit of the roadway, determine a speeding violation for the second vehicle if the velocity is greater than the roadway speed limit, calculate a first time gap between the first and second vehicle at the first presence sensor by subtracting the third timestamp from the first timestamp, calculate a second time gap between the first and second vehicle at the second presence sensor by subtracting the fourth timestamp from the second timestamp, determine the second vehicle is tailgating the first vehicle if both the first and second time gaps are less than the minimum time gap, determine there is no tailgating violation for the second vehicle if the both the first and second time gaps are not less than the minimum time gap, prepare a second violation report including the velocity and image of the front bumper of the second vehicle when the second vehicle is either speeding or tailgating.
The computer monitoring unit is further configured to receive a fifth timestamp, t5, when the first vehicle is within the field of view of the fifth presence sensor and record the velocity, V5, received from the GPS unit of the monitoring vehicle, receive a sixth timestamp, t6, at a time t5+k seconds, where k equals 1 to 10 seconds and record the velocity, V6, of the first vehicle, determine there is a tailgating violation by the first vehicle if V6 is greater than V5, determine there is a tail-gaiting and a speeding violation if V6 and V5 are both greater than VX, determine an improper passing violation when a vehicle passes the monitoring vehicle on the right side when the monitoring vehicle is travelling at the speed limit, determine a street racing violation if any one of the following occur the second vehicle is tailgating the first vehicle and the velocities of both the first and the second vehicle exceed the speed limit by a threshold amount, wherein the threshold amount is ten to fifty miles per hour, and the first vehicle passes the monitoring vehicle on the left and the second vehicle simultaneously passes the monitoring vehicle on the right and the velocities of both the first and the second vehicle exceed the speed limit, and prepare a second violation report including the velocities and images of the front or rear bumpers of any vehicle which is speeding, tailgating, street racing or improperly passing.
Next, further details of the hardware description of the computing environment of
Further, the claimed advancements are not limited by the form of the computer-readable media on which the instructions of the inventive process are stored. For example, the instructions may be stored on CDs, DVDs, in FLASH memory, RAM, ROM, PROM, EPROM, EEPROM, hard disk or any other information processing device with which the computing device communicates, such as a server or computer.
Further, the claimed advancements may be provided as a utility application, background daemon, or component of an operating system, or combination thereof, executing in conjunction with CPU 1201, 1203 and an operating system such as Microsoft Windows 7, UNIX, Solaris, LINUX, Apple MAC-OS and other systems known to those skilled in the art.
The hardware elements in order to achieve the computing device may be realized by various circuitry elements, known to those skilled in the art. For example, CPU 1201 or CPU 1203 may be a Xenon or Core processor from Intel of America or an Opteron processor from AMD of America, or may be other processor types that would be recognized by one of ordinary skill in the art. Alternatively, the CPU 1201, 1203 may be implemented on an FPGA, ASIC, PLD or using discrete logic circuits, as one of ordinary skill in the art would recognize. Further, CPU 1201, 1203 may be implemented as multiple processors cooperatively working in parallel to perform the instructions of the inventive processes described above.
The computing device in
The computing device further includes a display controller 1208, such as a NVIDIA GeForce GTX or Quadro graphics adaptor from NVIDIA Corporation of America for interfacing with display 1210, such as a Hewlett Packard HPL2445w LCD monitor. A general purpose I/O interface 1212 interfaces with a keyboard and/or mouse 1214 as well as a touch screen panel 1216 on or separate from display 1210. General purpose I/O interface also connects to a variety of peripherals 1218 including printers and scanners, such as an OfficeJet or DeskJet from Hewlett Packard.
A sound controller 1220 is also provided in the computing device such as Sound Blaster X-Fi Titanium from Creative, to interface with speakers/microphone 1222 thereby providing sounds and/or music.
The general purpose storage controller 1224 connects the storage medium disk 1204 with communication bus 1226, which may be an ISA, EISA, VESA, PCI, or similar, for interconnecting all of the components of the computing device. A description of the general features and functionality of the display 1210, keyboard and/or mouse 1214, as well as the display controller 1208, storage controller 1224, network controller 1206, sound controller 1220, and general purpose I/O interface 1212 is omitted herein for brevity as these features are known.
The exemplary circuit elements described in the context of the present disclosure may be replaced with other elements and structured differently than the examples provided herein. Moreover, circuitry configured to perform features described herein may be implemented in multiple circuit units (e.g., chips), or the features may be combined in circuitry on a single chipset, as shown in
In
For example,
Referring again to
The PCI devices may include, for example, Ethernet adapters, add-in cards, and PC cards for notebook computers. The Hard disk drive 1360 and CD-ROM 1366 can use, for example, an integrated drive electronics (IDE) or serial advanced technology attachment (SATA) interface. In one implementation the I/O bus can include a super I/O (SIO) device.
Further, the hard disk drive (HDD) 1360 and optical drive 1366 can also be coupled to the SB/ICH 1320 through a system bus. In one implementation, a keyboard 1370, a mouse 1372, a parallel port 1378, and a serial port 1376 can be connected to the system bus through the I/O bus. Other peripherals and devices that can be connected to the SB/ICH 1320 using a mass storage controller such as SATA or PATA, an Ethernet port, an ISA bus, a LPC bridge, SMBus, a DMA controller, and an Audio Codec.
Moreover, the present disclosure is not limited to the specific circuit elements described herein, nor is the present disclosure limited to the specific sizing and classification of these elements. For example, the skilled artisan will appreciate that the circuitry described herein may be adapted based on changes on battery sizing and chemistry, or based on the requirements of the intended back-up load to be powered.
The functions and features described herein may also be executed by various distributed components of a system. For example, one or more processors may execute these system functions, wherein the processors are distributed across multiple components communicating in a network. The distributed components may include one or more client and server machines, which may share processing, as shown by
The above-described hardware description is a non-limiting example of corresponding structure for performing the functionality described herein.
Obviously, numerous modifications and variations of the present disclosure are possible in light of the above teachings. It is therefore to be understood that within the scope of the appended claims, the invention may be practiced otherwise than as specifically described herein.
Number | Date | Country | |
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Parent | 17140730 | Jan 2021 | US |
Child | 18599371 | US |