The present disclosure is generally related to reducing power consumption.
Advances in technology have resulted in smaller and more powerful computing devices. For example, there currently exist a variety of portable personal computing devices, including wireless computing devices, such as portable wireless telephones, personal digital assistants (PDAs), and paging devices that are small, lightweight, and easily carried by users. More specifically, portable wireless telephones, such as cellular telephones and Internet protocol (IP) telephones, can communicate voice and data packets over wireless networks. Further, many such wireless telephones include other types of devices that are incorporated therein. For example, a wireless telephone can also include a digital still camera, a digital video camera, a digital recorder, and an audio file player. Also, such wireless telephones can process executable instructions, including software applications, such as a web browser application, that can be used to access the Internet. As such, these wireless telephones can include significant computing capabilities.
Wireless telephones may include transceivers that are operable to receive and transmit signals using a wireless network. For example, the wireless network may include arrays having multiple antennas for enhanced transmission capability, such as using beamforming to overcome path loss and to increase a signal-to-noise ratio of the received signals. Each multiple antenna array may include a large number of radio frequency (RF) components (e.g., low noise amplifiers, power amplifiers, mixers, etc.) that consume a relatively large amount of power during operation.
The detailed description set forth below is intended as a description of exemplary designs of the present disclosure and is not intended to represent the only designs in which the present disclosure can be practiced. The term “exemplary” is used herein to mean “serving as an example, instance, or illustration.” Any design described herein as “exemplary” is not necessarily to be construed as preferred or advantageous over other designs. The detailed description includes specific details for the purpose of providing a thorough understanding of the exemplary designs of the present disclosure. It will be apparent to those skilled in the art that the exemplary designs described herein may be practiced without these specific details. In some instances, well-known structures and devices are shown in block diagram form in order to avoid obscuring the novelty of the exemplary designs presented herein.
Wireless device 110 may also be referred to as a user equipment (UE), a mobile station, a terminal, an access terminal, a subscriber unit, a station, etc. Wireless device 110 may be a cellular phone, a smartphone, a tablet, a wireless modem, a personal digital assistant (PDA), a handheld device, a laptop computer, a smartbook, a netbook, a cordless phone, a wireless local loop (WLL) station, a Bluetooth device, etc. Wireless device 110 may communicate with wireless communication system 120. Wireless device 110 may also receive signals from broadcast stations (e.g., a broadcast station 134), signals from satellites (e.g., a satellite 150) in one or more global navigation satellite systems (GNSS), etc. Wireless device 110 may support one or more radio technologies for wireless communication such as LTE, WCDMA, CDMA 1X, EVDO, TD-SCDMA, GSM, 802.11, etc.
Referring to
The processor 202 may be coupled to components of the RF circuits 204, 206, and to components of the signal processing circuitry 208 to dynamically reduce power consumption, as described below. The processor 202 may be configured to execute instructions. As illustrated in
A first antenna 210a, a second antenna 210b, and an Nth antenna 210c may be coupled to the RF circuits 204, where N corresponds to any integer that is greater than one. As a non-limiting example, if N is equal to seven, the RF circuits 204 would be coupled to seven antennas. Each antenna 210a-210c may be coupled to a corresponding power amplifier (PA) 212a-212c and to a corresponding low noise amplifier (LNA) 214a-214c. For example, the first antenna 210a may be coupled to a first power amplifier (PA1) 212a and to a first low noise amplifier (LNA1) 214a, the second antenna 210b may be coupled to a second power amplifier (PA2) 212b and to a second low noise amplifier (LNA2) 214b, and the Nth antenna 210c may be coupled to an Nth power amplifier (PAN) and to an Nth low noise amplifier (LNAN) 214c.
Each power amplifier 212a-212c may be configured to amplify signals to be transmitted over a wireless network (not shown) via the corresponding antenna 210a-210c. Each low noise amplifier 214a-214c may be configured to amplify and improve the gain of signals received from the wireless network via the corresponding antenna 210a-210c. The first antenna 210a may be coupled to transmit and receive signals with respect to a first direction, the second antenna 210b may be coupled to transmit and receive signals with respect to a second direction, and the Nth antenna 210c may be coupled to transmit and receive signals with respect to a third direction.
A first phase shifter 216a may be coupled to the first power amplifier 212a and to the first low noise amplifier 214a, a second phase shifter 216b may be coupled to the second power amplifier 212b and to the second low noise amplifier 214b, and an Nth phase shifter 216c may be coupled to the Nth power amplifier 212c and to the Nth low noise amplifier 214c. Each phase shifter 216a-216c may steer a corresponding beam in a beam-forming operation.
A first control circuit 218a (e.g., a first bias register) may be coupled to the first power amplifier 212a, a second control circuit 218b (e.g., a second bias register) may be coupled to the second power amplifier 212b, and an Nth control circuit 218c (e.g., an Nth bias register) may be coupled to the Nth power amplifier 212c. In an exemplary embodiment, the first control circuit 218a, the second control circuit 218b, and the Nth control circuit 218c may be implemented as a single control circuit. Each control circuit 218a-218c may be configured to adjust (e.g., increase or decrease) an amount of current provided to the corresponding power amplifier 212a-212c based on a digital code (e.g., control signals) provided by the processor 202. Reducing (e.g., decreasing) the current provided to the power amplifiers 212a-212c reduces an amount of power consumed at the system 200.
Each control circuit 218a-218c may also selectively “turn on” each power amplifier 212a-212c, and thus selectively enable use of the corresponding antenna 210a-210c (e.g., couple the antenna 210a-210c to the signal processing circuitry 208). In addition, each control circuit 218a-218c may selectively “turn off” use of each power amplifier 212a-212c, and thus selectively disable use of the corresponding antenna 210a-210c (e.g., decouple the antenna 210a-210c from the signal processing circuitry 208). Disabling use of an antenna 210a-210c reduces an amount of power consumed at the system 200. The control circuits 218a-218c may also be coupled to the corresponding LNAs 214a-214c to selectively enable (or disable) the LNAs 214a-214c.
As illustrated in
The RF circuits 206 may include similar components as described with respect to RF circuits 204, and the RF circuits 206 may operate in a substantially similar manner as the RF circuits 204. For example, the RF circuits 206 may include power amplifiers, low noise amplifiers, phase shifters, control circuits, or any combination thereof. Multiple antennas may be coupled to the RF circuits 206 in a similar manner as described with respect to the RF circuits 204.
The RF circuits 204 may be selectively coupled to the signal processing circuitry 208 via a first switch 220, and the RF circuits 206 may be selectively coupled to the signal processing circuitry 208 via a second switch 222. The first switch 220 and the second switch 222 may be controlled by the processor 202. For example, in response to a control signal from the processor 202, the first switch 220 may disable RF circuits 204 (e.g., decouple the first array of antenna elements 204 from the signal processing circuitry 208). In a similar manner, the second switch 222 may disable the RF circuits 206 in response to a control signal from the processor 202. Disabling the RF circuits 204, the RF circuits 206, or any combination thereof, reduces an amount of power consumed at the system 200.
The signal processing circuitry 208 may be configured to process received signals and/or signals to be transmitted. For example, the signal processing circuitry 208 may include a transmission mixer (not shown), a reception mixer (not shown), a transmit variable gain amplifier (not shown), a reception variable gain amplifier (not shown), a digital-to-analog converter (DAC) (not shown), an analog-to-digital convertor (not shown), etc. The signal processing circuitry 208 may include a power adjustment unit (not shown). The power adjustment unit may be responsive to the processor 202 to adjust a transmission rate (e.g., a transmission throughput rate) of data to be transmitted. Reducing the transmission rate of data to be transmitted may reduce an amount of power consumed at the system 200.
The processor 202 may be configured to determine a transmission throughput of an electronic device (e.g., a mobile communications device). The transmission throughput may correspond to a data rate associated with a wireless channel for data transmission at a particular time. For example, a beamforming process may be performed on at least one received signal, or a signal to be transmitted, to determine (e.g., calculate) an error vector magnitude (EVM). Beamforming enables signals at particular angles to constructively interfere with each other while other signals destructively interfere with each other to provide directional signal transmission and/or directional signal reception. EVM may be used as a measure of signal quality, which is a function of noise, interfering signals (e.g., beamforming), non-linear distortion, etc. Thus, the transmission throughput may be a function of the calculated EVM. For example, in an exemplary embodiment, the processor 202 may determine a maximum transmission throughput at which the system 200 may transmit data (e.g., signals) without errors based on the EVM.
The processor 202 may determine whether the transmission throughput based on the EVM exceeds (e.g., is greater than) a threshold throughput. The threshold throughput may correspond to a data rate at which the system 200 should not fall below in order to maintain data integrity. In an exemplary embodiment, the threshold throughput may include a margin that is set to prevent the transmission throughput from falling below an absolute threshold throughput (e.g., a required throughput). Unless otherwise stated, the terms “threshold throughput” and “absolute threshold throughput” may be used interchangeably; however, it should be understood that the threshold throughput may be greater (e.g., have a higher data rate) than the absolute threshold throughput.
In response to a determination that the transmission throughput is less than the threshold throughput, the processor 202 may be configured to selectively enable use of at least one antenna by providing control signals to the RF circuits 204, the RF circuits 206, or any combination thereof. For example, the processor 202 may send control signals to control circuits (e.g., at least one of the control circuits 218a-218c in the RF circuits 204) to turn on one or more power amplifiers 212a-212c (e.g., enable conductivity between the corresponding antenna and the signal processing circuitry 208). Alternatively, or in addition, the processor 202 may be configured to selectively increase an amount of current provided to at least one power amplifier 212a-212c, at least one power amplifier in the RF circuits 206, or any combination thereof. For example, the processor 202 may send control signals to control circuits (e.g., at least one of the control circuits 218a-218c) to increase an amount of current provided to the corresponding power amplifiers 212a-212c. In an exemplary embodiment, an identical code (e.g., control signals) may be provided to each control circuit 218a-218c to increase the current provided to each corresponding power amplifier 212a-212c by a substantially similar amount.
Enabling use of antennas 210a-210c and/or increasing an amount of current provided to the power amplifiers 212a-212c increases the transmission throughput at the expense of increased power consumption. Alternatively, or in addition, the processor 202 may send one or more control signals to the power adjustment unit in the signal processing circuitry 208 to increase the transmission rate of data to be transmitted (e.g., increase the transmission throughput). Increasing the transmission rate of data to be transmitted also increase the transmission throughput at the expense of increase power consumption.
In response to a determination that the transmission throughput exceeds the threshold throughput, the processor 202 may be configured to selectively reduce an amount of current provided to the power amplifiers 212a-212c coupled to the antennas 210a-210c, reduce an amount of current provided to power amplifiers in the RF circuits 206, or any combination thereof. In addition, the processor 202 may be configured to selectively disable at least one antenna coupled to the RF circuits 204, at least one antenna coupled to the RF circuits 206, or any combination thereof.
Reducing the amount of current provided to the power amplifiers 212a-212c and/or disabling use of antennas 210a-210c reduces an amount of power consumed at the system 200. Alternatively, or in addition, the processor 202 may send one or more control signals to the power adjustment unit in the signal processing circuitry 208 to decrease the transmission rate of data to be transmitted (e.g., decrease the transmission throughput). Decreasing the transmission rate of data to be transmitted may also decrease (e.g., reduce) the amount of power consumed at the system 200.
In an exemplary embodiment, the processor 202 may be configured to turn off one of the power amplifiers 212a-212c and to selectively reduce an amount of current provided to the other power amplifiers 212a-212c. For example, the processor 202 may send control signals to the first control circuit 218a to turn off the first power amplifier 212a and may send control signals to the second control circuit 212b to reduce an amount of current provided to the second power amplifier 212b.
The processor 202 may also be configured to selectively disable RF circuits in response to a determination that the transmission throughput exceeds the threshold throughput. For example, the processor 202 may send control signals to the first switch 220 and/or the second switch 222 to decouple RF circuits 204, or RF circuits 206 from the signal processing circuitry 208.
In a particular embodiment, disabling (e.g., turning off) the RF circuits 206 while enabling the RF circuits 204 (e.g., disabling use of approximately half of the radiating elements (antennas) of the system 200) may reduce output power by approximately six decibels (dBs). The bias code provided to the control circuits 218a-218c in the RF circuits 204 may be adjusted (e.g., raised) such that the current provided to the power amplifiers 212a-212c increases the transmission power ratio of the RF circuits 204 by approximately 3 dB. For example, the bias code may be adjusted such that the transmission power ratio of the RF circuits 204 is raised from approximately 4.5 dBm to approximately 7.5 dBm. As a result, a gain associated with the RF circuits 204 may be raised by approximately 1.8 dB. Additionally, baseband signal power may be raised by the difference of the increase in transmission power ratio and the increase in gain (e.g., 3 dB−1.8 dB=1.2 dB).
Thus, disabling the RF circuits 206 and increasing current provided to the power amplifiers 212a-212c, as described above, may decrease the output power by approximately 3 dB (e.g., decreased by 6 dB and then increased by 3 dB) without degrading linearity (e.g., without extra signal distortion). Additionally, the beams during the beamforming process may be wider due to fewer radiating elements (antennas). Also, disabling RF circuits 206 may reduce power consumption at the system 200. For example, the power consumed at the system 200 may be reduced by approximately 20 percent.
As stated above, the processor 202 may selectively reduce an amount of current provided to at least one of the power amplifiers 212a-212c and may selectively turn off at least one other power amplifier 212a-212c in response to a determination that the transmission throughput exceeds the threshold throughput. These operations will be further described with reference to
Referring to
The horizontal axis of the graph 300 corresponds to power reduction steps. For example, each multiple of N (e.g., N, 2N, and 3N) on the horizontal axis may correspond to an instance where a power amplifier is disabled. The intervals between the multiples of N on the horizontal axis may correspond to instances where the amount of current provided to the power amplifiers 212a-212c is reduced.
The vertical axis of the graph 300 corresponds to the transmission throughput of the system 200. As shown in the graph 300, the threshold throughput 302 is separated from the absolute threshold throughput 304 by a margin. In a particular embodiment, the margin may be set to prevent a reduction in the amount of current provided to the power amplifiers (e.g., the power amplifiers 212a-212c of
In response to a determination that the transmission throughput exceeds the threshold throughput 302, the processor 202 of
The processor 202 may determine the transmission throughput in response to the second amount of current being provided to each power amplifier 212a-212c. A beamforming process may be performed to determine the EVM, and the processor 202 may determine whether the transmission throughput based on the EVM exceeds the threshold throughput 302. In response to a determination that the transmission throughput based on the second amount of current exceeds the threshold throughput 302 (e.g., the transmission throughput is at a second level 308), the processor 202 may determine whether the second amount of current is greater than a threshold amount of current.
For example, the amount of current provided to the power amplifiers 212a-212c is reduced as the digital code provided to the control circuits 218a-218c is decreased. When the digital code reaches a minimum value, the processor 202 may determine that the amount of current provided to the power amplifiers 212a-212c is not greater than a threshold amount of current. If the second amount of current is greater than the threshold amount of current, the processor 202 may send control signals (e.g., digital code) to each control circuit 218a-218c, and each control circuit 218a-218c may reduce the second amount of current provided to the corresponding power amplifier 212a-212c to provide a third amount of current (e.g., a reduced amount of current) to the power amplifiers 212a-212c.
In a particular embodiment, if the second amount of current results in a lower transmission throughput than the threshold throughput 302, the processor 202 may cease transmission of control signals to reduce the current and/or to disable power amplifiers. Alternatively, if the second amount of current results in a transmission throughput that is greater than the threshold throughput 302 and the second amount of current is not greater than the threshold amount of current, the processor 202 may determine whether use of at least two antennas in the first array of antenna elements 204 is enabled (e.g., coupled to the signal processing circuitry 208). For example, if use of at least two antennas in the first array of antenna elements 204 are enabled, the processor 202 may disable at least one power amplifier in the RF circuits 204. For example, the processor 202 may send one or more control signals to the first control circuit 218a to disable the first power amplifier 212a. As shown in
Prior to disabling the at least one power amplifier in the RF circuits 204, the processor 202 may determine whether the transmission throughput will fall below the threshold throughput 302 in response to disabling the power amplifier. For example, the processor 202 may subtract a transmission throughput buffer value (e.g., “Threshold A” in
After the first power amplifier is disabled, the processor 202 may determine the transmission throughput (e.g., perform the beamforming process and determine the transmission throughput based on the calculated EVM). If the transmission throughput is greater than the threshold throughput 302, the processor may reset the digital code provided to the second and third control circuits 218b, 218c and may selectively reduce the amount of current provided to the second and third power amplifiers 212b, 212c in a substantially similar manner as described above. For example, the amount of current provided to the second and third power amplifiers 212b, 212c may be incrementally reduced until the transmission throughput is approximately equal to the threshold throughput 302 (e.g., the transmission throughput is at a third level 310). It will be appreciated that if the transmission throughput falls below the threshold throughput 302, the margin between the threshold throughput 302 and the absolute threshold throughput 304 may prevent the transmission throughput from falling below the absolute threshold throughput 304.
The processor 202 may dynamically adjust (e.g., reduce) the amount of power consumed (e.g., the processor 202 may selectively reduce an amount of current provided to the power amplifiers 212a-212c and/or selectively disable at least one of the power amplifiers 212a-212c) when the transmission throughput is greater than the threshold throughput 302 as long as a signal-to-noise ratio (SNR) is satisfied at a receiver side of the system 200. For example, disabling one or more of the power amplifiers 212a-212c may reduce the SNR of signals received via the antennas 210a-210c and processed (e.g., amplified) by the low noise amplifiers 214a-214c. Thus, in a particular embodiment, the SNR of the received signals may also be factored into a determination of whether to disable at least one of the power amplifiers 212a-212c to reduce the amount of power consumed at the system 200.
The system 200 of
Referring to
The method 400 includes selectively disabling use of at least one of a first antenna or a second antenna of an array of antenna elements of a mobile device based on a first signal, at 402. For example, referring to
The method 400 may also include selectively reducing current provided to at least one of a first amplifier coupled to the first antenna and a second amplifier coupled to the second antenna based on a second signal. For example, referring to
In a particular embodiment, the method 400 may include alternating between current reduction using the second signal and reducing a number of active antennas using the first signal until the transmission throughput falls below the threshold. For example, referring to
In a particular embodiment, the method 400 may include disabling use of at least one antenna of a second array of antenna elements of the mobile device. For example, referring to
The method 400 of
Referring to
The method 500 includes performing a beamforming process, at 502. For example, referring to
The processor 202 may determine whether the transmission throughput is greater than the threshold throughput 302, at 508. If the transmission throughput is greater than the threshold throughput 302, the processor 202 may determine whether the number of enabled antennas 210a-210c is greater than one, at 510. If the number of enabled antennas 210a-210c is not greater than one, the processor 202 does not perform power consumption reduction techniques and the process ends, at 520.
If the number of enabled antennas 210a-210c is greater than one, the processor 202 may turn off one power amplifier in the RF circuits 204, at 512. For example, the processor 202 may send one or more control signals to the first control circuit 218a to disable the first power amplifier 212a. After the turning off the first power amplifier 212a, the method may return back to stage 502.
If the transmission throughput is not greater than the threshold throughput, at 508, the processor 202 may determine whether one of the power amplifiers 212a-212c is turned off, at 514. If all of the power amplifiers 212a-212c are enabled, the processor 202 does not perform power consumption reduction techniques and the process ends, at 520. If a power amplifier 212a-212c is turned off, the processor 202 may turn on the disabled power amplifier 212a-212c, at 516. For example, the processor 202 may send one or more control signals to the first control circuit 218a to enable the first power amplifier 212a (e.g., enable data transmission via the first antenna 210a), at 516, in response to a determination that the first power amplifier 212a is disabled.
The method 500 of
Referring to
The method 600 includes performing a beamforming process, at 602. For example, referring to
The processor 202 may determine whether the transmission throughput is greater than the threshold throughput 302, at 608. If the transmission throughput is greater than the threshold throughput 302, the processor 202 may reduce the current provided to the power amplifiers 212a-212c, at 610. For example, the processor 202 may send control signals (e.g., digital code) to each control circuit 218a-218c, and each control circuit 218a-218c may reduce the amount of current provided to the corresponding power amplifier 212a-212c (e.g., provide a reduced amount of current to each power amplifier 212a-212c). After reducing the current provided to the power amplifiers 212a-212c, the method 600 may return to stage 602.
If the transmission throughput is not greater than the threshold throughput, the processor 202 may determine whether the current applied to the power amplifiers 212a-212c can be increased, at 612. For example, the processor 202 may determine whether the digital code (n) corresponds to an initialization value (n=0) (e.g., a value corresponding to a maximum amount of current being provided to the power amplifiers 212a-212c). In response to a determination that the digital code (n) corresponds to the initialization value (e.g., current provided to the power amplifiers 212a-212c cannot be increased), the process ends, at 616. In response to a determination that the digital code (n) does not correspond to the initialization value, the processor 202 may add current to the power amplifiers 212a-212c, at 614. For example, the processor 202 may send control signals (e.g., digital code) to each control circuit 218a-218c, and each control circuit 218a-218c may increase the amount of current provided to the corresponding power amplifier 212a-212c to improve (e.g., increase) the transmission throughput.
The method 600 of
Referring to
The method 700 may include performing a beamforming process, at 702. For example, referring to
At 706, the processor 202 may determine whether the threshold throughput 302 (e.g., the absolute threshold throughput 304 plus the margin) is less than the transmission throughput. In response to a determination that the threshold throughput 302 is not less than the transmission throughput, the processor 202 does not perform power consumption reduction techniques and the process ends, at 708. In response to a determination that the threshold throughput is less than the transmission throughput, the processor 202 may reduce the current supplied to the power amplifiers 212a-212c using the control circuits 218a-218c, at 712. For example, the processor 202 may reduce the amount of current provided to each power amplifier 212a-212c to provide a reduced amount of current to each power amplifier 212a-212c. With respect to
The transmission throughput may be adjusted based on the reduced current being provided to the power amplifiers 212a-212c, at 714. For example, the processor 202 may determine the transmission throughput in response to the second amount of current being provided to each power amplifier 212a-212c. The processor 202 may determine whether the threshold throughput 302 is less than the transmission throughput based on the new EVM, at 716.
In response to a determination that the threshold throughput 302 is not less than the transmission throughput based on the new EVM, the processor 202 does not perform additional power consumption reduction techniques and the process ends, at 718. As explained with respect to
If the digital code (n) has reached the minimum value (N), the processor 202 may determine whether the threshold throughput is less than the transmission throughput based on the new EVM minus the transmission throughput buffer value (e.g., “Threshold A” of
In response to a determination that the number of operating elements is not greater than one, the processor 202 does not perform additional power consumption reduction techniques and the process ends, at 718. In response to a determination that the number of operating elements is greater than one, the processor 202 may turn off a particular number (M) of operating elements, at 728, and return to 702. For example, the processor 202 may send one or more control signals to the first control circuit 218a to disable the first power amplifier 212a (e.g., M=1). As shown in
The method 700 of
In conjunction with the described embodiments, an apparatus includes first means for amplifying a first input signal. The first means for amplifying may be configured to be coupled to a first antenna or an array of antenna elements of a mobile device. For example, the first means for amplifying may include the first power amplifier 212a of
The apparatus also include second means for amplifying a second input signal.
The second means for amplifying may be configured to be coupled to a second antenna of the array of antenna elements. For example, the second means for amplifying may include the first power amplifier 212a of
The apparatus also include means for selectively reducing current provided to one of the first means for amplifying and the second means for amplifying and for selectively disabling the other of the first means for amplifying and the second means for amplifying. For example, the means for selectively reducing current and for selectively disabling may include the first control circuit 218a of
The apparatus may also include first means for phase shifting coupled to the first means for amplifying. For example, the first means for phase shifting may include the first phase shifter 216a of
The apparatus may also include second means for phase shifting coupled to the second means for amplifying. For example, the second means for phase shifting may include the first phase shifter 216a of
The apparatus may also include means for processing coupled to the means for selectively reducing current and for selectively disabling. For example, the means for processing may include the processor 202 of
The apparatus may also include third means for amplifying a third input signal. An input of the third means for amplifying may be configured to be coupled to the first antenna. For example, the third means for amplifying may include the first low noise amplifier 214a of
The apparatus may also include fourth means for amplifying a fourth input signal. An input of the fourth means for amplifying may be configured to be coupled to the second antenna. For example, the fourth means for amplifying may include the first low noise amplifier 214a of
Those of skill would further appreciate that the various illustrative logical blocks, configurations, modules, circuits, and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware, computer software executed by a processor, or combinations of both. Various illustrative components, blocks, configurations, modules, circuits, and steps have been described above generally in terms of their functionality. Whether such functionality is implemented as hardware or processor executable instructions depends upon the particular application and design constraints imposed on the overall system. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present disclosure.
The steps of a method or algorithm described in connection with the embodiments disclosed herein may be embodied directly in hardware, in a software module executed by a processor, or in a combination of the two. A software module may reside in random access memory (RAM), flash memory, read-only memory (ROM), programmable read-only memory (PROM), erasable programmable read-only memory (EPROM), electrically erasable programmable read-only memory (EEPROM), registers, hard disk, a removable disk, a compact disc read-only memory (CD-ROM), or any other form of non-transient storage medium known in the art. An exemplary storage medium is coupled to the processor such that the processor can read information from, and write information to, the storage medium. In the alternative, the storage medium may be integral to the processor. The processor and the storage medium may reside in an application-specific integrated circuit (ASIC). The ASIC may reside in a computing device or a user terminal In the alternative, the processor and the storage medium may reside as discrete components in a computing device or user terminal
The previous description of the disclosed embodiments is provided to enable a person skilled in the art to make or use the disclosed embodiments. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the principles defined herein may be applied to other embodiments without departing from the scope of the disclosure. Thus, the present disclosure is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope possible consistent with the principles and novel features as defined by the following claims.