Patent Application
20160327467
Air quality is a major concern in many parts of the world because of its potentially deleterious effects on individuals who breathe poor quality air. In many locations, measurement and reporting of air quality is used by various governing, regulatory, and institutional bodies to ensure public safety. However, other locations are unable to rely on a public-based analysis and reporting system. Accordingly, individuals in those locations may require a personalized measurement device.
It will therefore be desirable to develop a system for measuring and reporting air quality conditions that is sufficiently small and lightweight to be effortlessly transportable by an individual. In addition, affordable systems for measuring and reporting air quality conditions will also be desired.
In an embodiment, a particulate matter sensor may include an optical cavity having a length and a diode laser positioned at or near a first end of the optical cavity. The diode laser may be configured to direct a light beam in a direction towards a second end of the optical cavity. The particulate matter sensor may also include a plurality of detectors positioned along the length of the optical cavity. Each of the detectors may be configured to measure a portion of the light beam that is scattered substantially perpendicular to the direction of the light beam. The particulate matter sensor may also include a computing device that is configured to receive data from each of the plurality of detectors and a data transmitting device that is configured to transmit the data to a portable electronic device. The data may correspond to an amount of measured scattered light.
In an embodiment, an article of manufacture may include a particulate matter sensor. The particulate matter sensor may include an optical cavity having a length and a diode laser positioned at or near a first end of the optical cavity. The diode laser may be configured to direct a light beam in a direction towards a second end of the optical cavity. The particulate matter sensor may also include a plurality of detectors positioned along the length of the optical cavity. Each of the plurality of detectors may be configured to measure a portion of the light beam that is scattered substantially perpendicular to the direction of the light beam. The particulate matter sensor may also include a computing device that is configured to receive data from each of the plurality of detectors and a data transmitting device configured to transmit the data to a portable electronic device. The data may correspond to an amount of measured scattered light.
In an embodiment, a method of fabricating a particulate matter sensor may include providing an optical cavity having a length and positioning a diode laser at or near a first end of the optical cavity. The diode laser may be configured to direct a light beam in a direction towards a second end of the optical cavity. The method may further include positioning a plurality of detectors along the length of the optical cavity. Each of the plurality of detectors may be configured to measure a portion of the light beam that is scattered substantially perpendicular to the direction. The method may also include configuring a computing device to receive data from each of the plurality of detectors and configuring a data transmitting device to transmit the data to a portable electronic device. The data may correspond to an amount of measured scattered light.
In an embodiment, a method of detecting particulate matter in atmospheric samples may include directing a beam of light in a direction through an optical cavity on a particulate matter sensor and exposing the optical cavity to an atmosphere. The optical cavity may be configured to receive particles in the atmosphere that cause the beam of light to scatter. The method may further include detecting portions of the beam of light that have scattered substantially perpendicular to the direction, determining a particle size and a particle distribution from the portions of the beam of light, and transmitting data corresponding to the particle size and particle distribution to a portable electronic device.
In an embodiment, a system for detecting particulate matter in atmospheric samples may include a processor and a non-transitory, computer-readable storage medium in communication with the processor. The non-transitory, computer-readable storage medium may have one or more programming instructions that, when executed, cause the processor to direct a light emitting device to emit a beam of light in a direction through an optical cavity on a particulate matter sensor. The optical cavity may be configured to receive particles in an atmosphere that cause the beam of light to scatter. The non-transitory, computer-readable storage medium may further have one or more programming instructions that, when executed, cause the processor to receive, from one or more detectors, information regarding detected portions of the beam of light that have scattered substantially perpendicular to the direction, determine a particle size and a particle distribution of the portions of the beam of light, and transmit data corresponding to the particle size and particle distribution to a portable electronic device.
This disclosure is not limited to the particular systems, devices and methods described, as these may vary. The terminology used in the description is for the purpose of describing the particular versions or embodiments only, and is not intended to limit the scope.
As used in this document, the singular forms “a,” “an,” and “the” include plural references unless the context clearly dictates otherwise. Unless defined otherwise, all technical and scientific terms used herein have the same meanings as commonly understood by one of ordinary skill in the art. Nothing in this disclosure is to be construed as an admission that the embodiments described in this disclosure are not entitled to antedate such disclosure by virtue of prior invention. As used in this document, the term “comprising” means “including, but not limited to.”
The following terms shall have, for the purposes of this application, the respective meanings set forth below.
An “optical bench” is an apparatus that is configured to receive and hold at least one light source and/or at least one optical device. An optical bench may be configured to observe and measure various optical phenomena. In some embodiments, the optical bench may be attachable to an electronic device, as described in greater detail herein.
An “electronic device” refers to a device that includes a processor and a tangible, computer-readable memory or storage device. The memory may contain programming instructions that, when executed by the processor, cause the device to perform one or more operations according to the programming instructions. Illustrative examples of an electronic device may include, but are not limited to, a personal computer, a supercomputer, a gaming system, a television, a portable electronic device, a medical device, a recording device, and/or the like.
A “portable electronic device” refers to an electronic device that is shaped and sized such that it can be transported by an individual without a vehicle for transporting. Accordingly, an individual may transport a portable electronic device in a pocket, in his/her hand, and/or the like. In some embodiments, the portable electronic device may be wearable by an individual. Illustrative examples of a portable electronic device may include, but are not limited to, a pager, a cellular phone, a feature phone, a smartphone, a personal digital assistant (PDA), a camera, a tablet computer, a phone-tablet hybrid device (“phablet”), a laptop computer, a netbook, an ultrabook, a global positioning satellite (GPS) navigation device, an in-dash automotive component, a media player, a watch, and/or the like.
A “computing device” is an electronic device, such as a computer, a processor, and/or any other component, device, or system that performs one or more operations according to one or more programming instructions.
“Particulate matter,” which is also known as “particle pollution” or PM, is a mixture of small particles and/or liquid droplets. Particle pollution generally contains any number of components such as, for example, acids (such as nitrates and sulfates), organic chemicals, metals, soil particles, and/or dust particles. Generally, particles are classified by size. For example, particles that are about 10 micrometers (μm) in average diameter or smaller are generally able to pass through the throat and nose and enter the lungs of an individual. Once inhaled, these particles can affect the cardiopulmonary system and cause adverse health effects. Inhalable coarse particles, such as those found near roadways and/or dusty areas, are about 2.5 μm to about 10 μm in average diameter. Fine particles, such as those found in smoke and/or haze, are about 2.5 μm in diameter or less. Such particles can be directly emitted from sources such as forest fires or can form when gases that are emitted from power plants, factories, automobiles, and/or the like react with gases found in the surrounding air.
“Dust” refers to fine particles that are suspended in the atmosphere. Sources of dust may include particles emitted directly into the air due to vegetation, burning of biomass, industrial activities, construction activities, wind, and/or the like. Dust is generally recognized as solid particulate matter having an average diameter of about 1 μm to about 75 μm. The dust may be formed directly or indirectly as a secondary particle that is formed by chemical processes in the atmosphere.
“Electromagnetic radiation,” as used herein, refers to a form of energy exhibiting wave-like behavior and having both electric and magnetic field components that oscillate in phase perpendicular to each other as well as perpendicular to the direction of energy propagation. Electromagnetic radiation is classified according to the frequency of its wave. In order of increasing frequency and decreasing wavelength, electromagnetic radiation includes radio waves, microwaves, infrared radiation, visible light, ultraviolet radiation, X-rays, and gamma rays. The term “electromagnetic radiation” may be used interchangeably herein with the term “light” and thus the respective terms have the same meaning.
The present disclosure relates generally to a portable particulate matter detection apparatus that can be easily transported by an individual without a need for a vehicle for transporting. More particularly, the present disclosure relates to a portable optical bench that is configured to emit electromagnetic radiation such as a beam of light, measure a portion of the electromagnetic radiation that is scattered by particulate matter, and transmit data obtained from the measuring to an electronic device, such as a portable electronic device.
Various environmental standards organizations generally recognize a plurality of outdoor air pollutants that require quantification to provide a reliable measurement of air quality. Illustrative outdoor air pollutants may include, but are not limited to carbon monoxide (CO), sulfur dioxide (SO2), nitrogen dioxide (NO2), lead (Pb), ozone (O3), and particulate matter. These illustrative pollutants may collectively be recognized as criteria pollutants. In various geographical areas, standardized methods for measurement of these illustrative pollutants have been developed. Many of the standardized methods may require a large analytical apparatus that contains an intricate and detailed methodology for detection and reporting.
Particulate matter has generally been difficult to measure in the past because the small particles are difficult to detect without expensive, large, and sophisticated equipment. As previously described herein, particulate matter is generally recognized as any particles having an average diameter of about 2.5 μm to about 10 μm (PM10 particles), an average diameter of about 1 μm to about 2.5 μm (PM2.5 particles), and an average diameter of about 1 μm or less (PM1 particles). While a number of methods exist to measure PM10 particles and PM2.5 particles, such as, for example, gas phase collection, size based filtration, mass analysis, and/or laser scattering, these methods require devices and machinery that are large, expensive, and generally not portable by or affordable to an individual. Other solutions have used existing mobile device electronics, such as a camera or other imaging device, to measure particulate matter. However, such methods cannot provide an accurate measurement because of camera or imaging device limitations that prevent accurate viewing of small particulate matter, such as PM2.5 particles or PM1 particles.
In various embodiments, the particulate matter detection apparatus 105 may be attachable to at least a portion of the electronic device 110. For example, the particulate matter detection apparatus 105 may be attachable to a back portion of the electronic device 110. The particulate matter detection apparatus 105 may be attachable by any means of permanent, semi-permanent, or removable fixture, including, for example, adhesives, hook and loop mechanisms, clips, fasteners, tongue and groove mechanisms, and/or the like.
The particulate matter detection apparatus 105 may generally be any shape and/or size. Accordingly, shape and/or size of the particulate matter detection apparatus 105 is not limited by this disclosure. In some embodiments, the particulate matter detection apparatus 105 may be shaped and/or sized such that it can be easily held or carried by a user. In some embodiments, the particulate matter detection apparatus 105 may be shaped and/or sized such that it can be placed in a user's pocket, purse, backpack, satchel and/or the like. In some embodiments, the particulate matter detection apparatus 105 may be shaped and/or sized such that it can be worn by the user. In some embodiments, the particulate matter detection apparatus 105 may have a shape and/or size that resembles at least some of the dimensions of the electronic device 110. Accordingly, in some embodiments, a user may be able to attach the particulate matter detection apparatus 105 to the electronic device 110 such that the particulate matter detection apparatus and the electronic device form a single unit. In some embodiments, the electronic device 110 may have the particulate matter detection apparatus 105 integrated therein. Thus, for example, a rear surface of the electronic device 110 may contain the particulate matter detection apparatus 105.
The particulate matter detection apparatus 105 may be configured to communicate with the electronic device 110. Communication may allow for transmission of data between the particulate matter detection apparatus 105 and the electronic device 110, as described in greater detail herein. The particulate matter detection apparatus 105 may be configured to communicate via a wireless or a physical connection to the electronic device 110. Thus, the particulate matter detection apparatus 105 and the electronic device 110 each may contain any number of components necessary to allow for communication between the devices. Illustrative wireless communication protocols may include, but are not limited to, 802.11, Bluetooth® (Bluetooth SIG, Inc., Kirkland, Wash.), near field communication (NFC), and/or the like.
In various embodiments, the light emitting device 205 may be located at a first end 201 of the particulate matter detection apparatus 105. The light emitting device 205 may generally be configured to direct electromagnetic radiation through the optical cavity 208 along the length L towards a second end 202 of the particulate matter detection apparatus 105, as indicated by the arrow running along the length of the particulate matter detection apparatus. In some embodiments, the direction of the electromagnetic radiation emitted by the light emitting device 205 may pass through the one or more inlets 210 in the optical cavity 208, as described in greater detail herein. The light emitting device 205 is not limited by this disclosure, and may generally be any device configured to emit electromagnetic radiation. In some embodiments, the light emitting device 205 may be configured to emit particular wavelengths of electromagnetic radiation. In some embodiments, the light emitting device 205 may be configured to emit monochromatic light. In particular embodiments, the light emitting device 205 may be configured to emit coherent monochromatic light. In other embodiments, the light emitting device 205 may be configured to emit achromatic light or multichromatic light, such as dichromatic and trichromatic light. In some embodiments, the light emitting device 205 may be configured to emit pulses of light. In some embodiments, the light emitting device 205 may be configured to emit a focused beam of light. An illustrative light emitting device 205 may be a diode laser, which is an electrically pumped semiconductor laser in which an active medium is formed by a p-n junction of a semiconductor diode. Other illustrative light emitting devices include, but are not limited to, a light emitting diode (LED), a gas laser, a solid state laser, a fluorescent light source, an incandescent bulb, an arc lamp, a plasma lamp, an organic LED (OLED), and an electroluminescent light source.
In various embodiments, the optical cavity 208 may generally be a structure in which electromagnetic radiation propagates therethrough. The optical cavity 208 may be a sealed, a partially sealed, a sealable, or an open structure. In some embodiments, the optical cavity 208 may be sealed at every location except for the inlets 210 located in the optical cavity. In some embodiments, the optical cavity 208 may be configured to propagate an incident beam of electromagnetic radiation therethrough. In particular embodiments, the incident beam may scatter in the optical cavity 208.
Each inlet 210 may generally be a sampling cavity located in the optical cavity 208 that provides an interface between any environment in which the particulate detection apparatus 105 is located and the electromagnetic radiation emitted by the light emitting device 205 that passes through the inlet. Accordingly, each inlet 210 may be configured to receive ambient or atmospheric air surrounding the particulate detection apparatus 105. In some embodiments, each inlet 210 may be opened or closed, where an opened inlet allows ambient air to pass into the optical cavity 208 and a closed inlet prevents ambient air from passing into the optical cavity.
As shown in the detailed view of
Measurement of such dynamic light scattering (DLS) of the perpendicular scattered electromagnetic radiation 320 may be useful in determining a size distribution of the particles 315 that cause the scattering of the electromagnetic radiation. Within a volume of gas or liquid that contains the particles 315, the incident beam 305 of electromagnetic radiation is scattered by the particles that undergo random walk Brownian motion. The randomly moving particles 315 scatter the incident beam 305 into a cross-section that includes constructive and destructive interference between the particles that is not correlated. If a scattering intensity of these events is detected at a distance at a given angle, then the randomness of the scattering events will be observed as time varying fluctuations of an intensity (speckle) that is indicative of the diffusion of the particles 315. The time-dependent intensity I(t) of the scattering event measured over time becomes a convolution of scattering events that occur with a time interval τ. The intensity is expressed by an autocorrelation function G(τ) defined by Equation (1):
G(τ)=I(t)×I(t+τ)
(1)
The autocorrelation function G(τ) describes the rate of change in scattering intensity by comparing the intensity at a time t to the intensity at a later time t+τ, providing a quantitative measurement of a flickering caused by the speckle. Because it is not possible to discover how each particle moves by monitoring the flickering caused by the speckle, the motion of the particles relative to each other is correlated. The autocorrelation function typically exhibits an exponential decay, as depicted by the linear (a) and logarithmic plots (b) shown in
G(τ)=G(τ=∞)+G(τ=0)e−2Γτ (2)
where Γ represents a decay that is observed as a full width at half maximum of the scattering spectrum and the baseline is determined by integrating an intensity over a long period.
The decay rate Γ may be related to a diffusion coefficient D of particles 305 in a medium as expressed by Equation (3):
Γ=Dq2 (3)
where q represents a magnitude of the scattering vector given by Equation (4):
where λ is the wavelength of the scattered light, n is the index of refraction of the medium (nair=1), and θ is the scattering angle (π/2 herein). With an assumption that the particles are spherical and non-interacting, a mean radius is obtained from the Stokes-Einstein equation (Equation (5)):
where kB is the Boltzmann constant, T is the temperature, and η is the shear viscosity of the medium. For air, the viscosity is dependent on temperature. Thus, as is shown in the equations and the plots depicted in
Information about the light-scattering spectrum can be obtained from the autocorrelation function G(τ) of the light-scattering intensity. For example, spherical, mono-disperse, non-interacting particles may exhibit a decay time of the correlation function that is inversely proportional to the line width of the spectrum. Thus, a diffusion coefficient and particle size or viscosity can be determined by fitting the measured correlation function to a single exponential function. The computing device portion of the particulate matter detection apparatus 105 (
Referring back to
Detectors 220 may be located along the length L of the particulate matter detection apparatus 105. In some embodiments, a detector 220 may be located adjacent to at least one edge 203 of the particulate detection apparatus 105 that is substantially parallel to the direction of the light beam propagated through the optical cavity 208. In some embodiments, each detector 220 may be located such that it can receive a portion of the electromagnetic radiation that is scattered substantially perpendicular to the direction of the incident beam 305 (
Each detector 220 may include an aperture (not shown) therein. The aperture may be configured to only allow electromagnetic radiation that is scattered substantially perpendicular to the incident beam 305 (
To further ensure that a detector 220 receives only electromagnetic radiation that is scattered substantially perpendicular to the incident beam 305 (
The data transmitting device (not shown) may be configured to transmit and/or receive data to and from an electronic device 110 (
In various embodiments, at least one baffle may be positioned 415 at or near the optical cavity. The at least one baffle may generally be positioned 415 such that each baffle only directs electromagnetic energy that is scattered perpendicular to the direction of an incident beam in the optical cavity, as described herein. The at least one baffle may also be positioned 415 such that each baffle directs the electromagnetic energy from the optical cavity to at least one detector. Thus, the at least one baffle may be connected to the optical cavity and/or at least one detector.
In various embodiments, at least one detector may be positioned 420. Each detector may generally be positioned 420 such that it receives electromagnetic energy that is scattered perpendicular to the direction of an incident beam in the optical cavity, as described herein. In some embodiments, each detector may be positioned 420 such that the detector receives the scattered electromagnetic energy from the optical cavity via at least one baffle, as described herein. In some embodiments, each detector may be positioned 420 along a length of the optical cavity. In particular embodiments, each detector may be positioned 420 at or near an edge of a particulate matter detection device that is substantially parallel to the optical cavity, as described in greater detail herein.
In various embodiments, a computing device and a data transmitting device may be configured 425, 430. The computing device may generally be configured 425 to process and/or receive data from each detector that corresponds to an amount of measured scattered light, as described in greater detail herein. The data transmitting device may generally be configured 430 to communicate the data to a portable electronic device, as described in greater detail herein.
In various embodiments, a determination 435 may be made as to whether the particulate matter sensor is to be attached to at least a portion of an electronic device, such as a portable electronic device. If the particulate matter sensor is to be attached to an electronic device, the sensor may be configured 440 for attachment. Such a configuration 440 may include adding various adhesives, hook and loop mechanisms, clips, fasteners, tongue and groove mechanisms, and/or the like to provide the particulate matter sensor with a means for attachment to an electronic device. In some embodiments, the configuration 440 may be specifically designed such that the particulate matter sensor is attachable to a particular electronic device. In other embodiments, the configuration 440 may be designed such that the particulate matter sensor is attachable to a plurality of electronic devices or any electronic device.
In various embodiments, the optical cavity may be exposed 510 to an environment. In some embodiments, the environment may be an atmosphere where a user desires to obtain information regarding airborne particulate matter. Exposure 510 may allow the optical cavity to receive particles from the atmosphere. The particles may cause the electromagnetic radiation to scatter, as described in greater detail herein.
In various embodiments, the scattered electromagnetic radiation may be detected 515. In some embodiments, only portions of the electromagnetic radiation that have scattered substantially perpendicular to the direction in which the electromagnetic radiation was directed 505 may be detected 515. Such detection 515 may include, for example, directing 515a the scattered electromagnetic radiation via at least one baffle, as described in greater detail herein. In some embodiments, detection 515 may include directing 515b the scattered electromagnetic radiation through at least one aperture on a detector, as described in greater detail herein. In some embodiments, detection 515 may include receiving 515c the scattered electromagnetic radiation in at least one detector, as described in greater detail herein.
In various embodiments, a size and/or a distribution of particles that caused the electromagnetic radiation to scatter may be determined 520. Such a determination 520 may include measurement of DLS, as described in greater detail herein. In some embodiments, the determination 520 may be completed by a processor connected to the at least one detector, as described in greater detail herein.
In various embodiments, data obtained from the determination 520 may be transmitted 525. In some embodiments, the data may be transmitted 525 to an electronic device. As previously described herein, the data may be transmitted 525 via a wired or a wireless means for transmitting data.
A controller 620 may interface with one or more optional memory devices 625 to the system bus 600. These memory devices 625 may include, for example, an external or internal DVD drive, a CD ROM drive, a hard drive, flash memory, a USB drive, or the like. As indicated previously, these various drives and controllers are optional devices.
Program instructions, software, or interactive modules for providing the interface and performing any querying or analysis associated with one or more data sets may be stored in the ROM 610 and/or the RAM 615. Optionally, the program instructions may be stored on a tangible computer-readable medium such as a compact disk, a digital disk, flash memory, a memory card, a USB drive, an optical disc storage medium, such as a Blu-Ray™ disc, and/or other non-transitory storage media.
An optional display interface 630 may permit information from the bus 600 to be displayed on the display 635 in audio, visual, graphic, or alphanumeric format, such as the interface previously described herein. Communication with external devices, such as an external electronic device as described herein, may occur using various communication ports 640. An illustrative communication port 640 may be the data transmitting device previously described herein, and may be attached to a communications network, such as the Internet, an intranet, or the like.
The hardware may also include an interface 645 which allows for receipt of data from input devices such as a keyboard 650 or other input device 655 such as a mouse, a joystick, a touch screen, a remote control, a pointing device, a video input device, an audio input device, and/or a detector, as previously described herein.
The hardware may also include a storage device 660 such as, for example, a connected storage device, a server, and an offsite remote storage device. Illustrative offsite remote storage devices may include hard disk drives, optical drives, tape drives, cloud storage drives, and/or the like. The storage device 660 may be configured to store data as described herein, which may optionally be stored on a database 665. The database 665 may be configured to store information in such a manner that it can be indexed and searched, as described herein.
The computing device of
An optical bench will be formed where the optical bench has dimensions that mirror those of an iPhone® 5S telephone (Apple, Inc., Cupertino Calif.). In addition, the optical bench will be 9 mm thick. The optical bench will have an integrated sleeve that allows the bench to be slidably attached to the back of the iPhone® 5S telephone without adding substantial size or bulk to the iPhone® telephone.
Forming the optical bench will include forming an optical cavity in a silicon substrate that runs along a length of the optical bench. The optical cavity will be substantially sealed, but can be opened at five closable inlets positioned along the length of the optical cavity. Such inlets will allow for the optical cavity to receive atmospheric samples.
A diode laser will be positioned at a first end of the optical cavity such that it directs a coherent monochromatic beam of light in a straight line towards a second end of the optical cavity. The optical bench will include a switch that a user can depress to turn the laser on and off during sensing. The switch will also be connected to other components.
Ten silicon avalanche photodetectors will be placed on the optical bench. Five of the detectors will be placed on a right side edge of the optical bench that is parallel to the optical cavity, and the remaining five detectors will be placed on a left side edge of the optical bench that is also parallel to the optical cavity. Each detector will be spaced at the same interval as the five inlets on the optical cavity such that particles received in the inlets will cause scattered light at 90 degree angles with respect to the direction of the light beam to pass directly through an aperture on a detector. In addition, baffles will be placed on the optical bench to ensure that only light that is scattered at 90 degrees with respect to the direction of the light beam reaches each detector.
A printed circuit board containing a processor and a Bluetooth® transmitting device will also be integrated with the optical bench. The processor will be connected via a bus to each of the detectors. Thus, when a detector measures scattered light, it transmits a signal to the processor, which is configured to generate data corresponding to the measured scattered light. The Bluetooth® transmitting device will then transmit the data to the iPhone® telephone, which has a companion application installed thereon for additional processing and transmission of the data.
The optical bench of Example 1 will be attached to an iPhone® 5S telephone by sliding the iPhone® telephone into the sleeve such that the optical bench is held to the iPhone® telephone. To conduct a reading, a user will depress the switch on the optical bench, which will turn all of the components on and open the inlets so that air surrounding the optical bench is allowed to flow into the inlets.
The detectors will detect the portions of the laser beam that are scattered at the 90 degree angles with respect to the direction of the laser beam and directed via the baffles and the apertures. Information regarding the detected portions of the laser beam will be transmitted to the processor for processing into data according to the formulae described herein. The processor will direct the Bluetooth® transmitting device to send the data to the iPhone® telephone.
The companion application on the iPhone® telephone will direct the iPhone telephone to receive the data via Bluetooth® transmission and will upload the data to an air quality tracking database via an Internet connection. The Examples demonstrate that the particulate matter sensor according to the disclosed embodiments can measure air quality conditions and is sufficiently small and lightweight to be incorporated into portable electronic devices such as a smart phone. In addition, a large number of devices can be deployed within the consumer smart phone environment such that statistically relevant data may be collected over large geographic regions. Accordingly, various trends and movement in air content can be tracked and reported.
In the above detailed description, reference is made to the accompanying drawings, which form a part hereof. In the drawings, similar symbols typically identify similar components, unless context dictates otherwise. The illustrative embodiments described in the detailed description, drawings, and claims are not meant to be limiting. Other embodiments may be used, and other changes may be made, without departing from the spirit or scope of the subject matter presented herein. It will be readily understood that the aspects of the present disclosure, as generally described herein, and illustrated in the Figures, can be arranged, substituted, combined, separated, and designed in a wide variety of different configurations, all of which are explicitly contemplated herein.
The present disclosure is not to be limited in terms of the particular embodiments described in this application, which are intended as illustrations of various aspects. Many modifications and variations can be made without departing from its spirit and scope, as will be apparent to those skilled in the art. Functionally equivalent methods and apparatuses within the scope of the disclosure, in addition to those enumerated herein, will be apparent to those skilled in the art from the foregoing descriptions. Such modifications and variations are intended to fall within the scope of the appended claims. The present disclosure is to be limited only by the terms of the appended claims, along with the full scope of equivalents to which such claims are entitled. It is to be understood that this disclosure is not limited to particular methods, reagents, compounds, compositions or biological systems, which can, of course, vary. It is also to be understood that the terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting.
With respect to the use of substantially any plural and/or singular terms herein, those having skill in the art can translate from the plural to the singular and/or from the singular to the plural as is appropriate to the context and/or application. The various singular/plural permutations may be expressly set forth herein for sake of clarity.
It will be understood by those within the art that, in general, terms used herein, and especially in the appended claims (for example, bodies of the appended claims) are generally intended as “open” terms (for example, the term “including” should be interpreted as “including but not limited to,” the term “having” should be interpreted as “having at least,” the term “includes” should be interpreted as “includes but is not limited to,” et cetera). While various compositions, methods, and devices are described in terms of “comprising” various components or steps (interpreted as meaning “including, but not limited to”), the compositions, methods, and devices can also “consist essentially of” or “consist of” the various components and steps, and such terminology should be interpreted as defining essentially closed-member groups. It will be further understood by those within the art that if a specific number of an introduced claim recitation is intended, such an intent will be explicitly recited in the claim, and in the absence of such recitation no such intent is present. For example, as an aid to understanding, the following appended claims may contain usage of the introductory phrases “at least one” and “one or more” to introduce claim recitations. However, the use of such phrases should not be construed to imply that the introduction of a claim recitation by the indefinite articles “a” or “an” limits any particular claim containing such introduced claim recitation to embodiments containing only one such recitation, even when the same claim includes the introductory phrases “one or more” or “at least one” and indefinite articles such as “a” or “an” (for example, “a” and/or “an” should be interpreted to mean “at least one” or “one or more”); the same holds true for the use of definite articles used to introduce claim recitations. In addition, even if a specific number of an introduced claim recitation is explicitly recited, those skilled in the art will recognize that such recitation should be interpreted to mean at least the recited number (for example, the bare recitation of “two recitations,” without other modifiers, means at least two recitations, or two or more recitations). Furthermore, in those instances where a convention analogous to “at least one of A, B, and C, et cetera” is used, in general such a construction is intended in the sense one having skill in the art would understand the convention (for example, “a system having at least one of A, B, and C” would include but not be limited to systems that have A alone, B alone, C alone, A and B together, A and C together, B and C together, and/or A, B, and C together, et cetera). In those instances where a convention analogous to “at least one of A, B, or C, et cetera” is used, in general such a construction is intended in the sense one having skill in the art would understand the convention (for example, “a system having at least one of A, B, or C” would include but not be limited to systems that have A alone, B alone, C alone, A and B together, A and C together, B and C together, and/or A, B, and C together, et cetera). It will be further understood by those within the art that virtually any disjunctive word and/or phrase presenting two or more alternative terms, whether in the description, claims, or drawings, should be understood to contemplate the possibilities of including one of the terms, either of the terms, or both terms. For example, the phrase “A or B” will be understood to include the possibilities of “A” or “B” or “A and B.”
In addition, where features or aspects of the disclosure are described in terms of Markush groups, those skilled in the art will recognize that the disclosure is also thereby described in terms of any individual member or subgroup of members of the Markush group.
As will be understood by one skilled in the art, for any and all purposes, such as in terms of providing a written description, all ranges disclosed herein also encompass any and all possible subranges and combinations of subranges thereof. Any listed range can be easily recognized as sufficiently describing and enabling the same range being broken down into at least equal halves, thirds, quarters, fifths, tenths, et cetera As a non-limiting example, each range discussed herein can be readily broken down into a lower third, middle third and upper third, et cetera As will also be understood by one skilled in the art all language such as “up to,” “at least,” and the like include the number recited and refer to ranges which can be subsequently broken down into subranges as discussed above. Finally, as will be understood by one skilled in the art, a range includes each individual member. Thus, for example, a group having 1-3 cells refers to groups having 1, 2, or 3 cells. Similarly, a group having 1-5 cells refers to groups having 1, 2, 3, 4, or 5 cells, and so forth.
Various of the above-disclosed and other features and functions, or alternatives thereof, may be combined into many other different systems or applications. Various presently unforeseen or unanticipated alternatives, modifications, variations or improvements therein may be subsequently made by those skilled in the art, each of which is also intended to be encompassed by the disclosed embodiments.
| Filing Document | Filing Date | Country | Kind |
|---|---|---|---|
| PCT/US14/11590 | 1/15/2014 | WO | 00 |
