Interference mitigation by a scalable digital wireless modem

Information

  • Patent Grant
  • 9843959
  • Patent Number
    9,843,959
  • Date Filed
    Wednesday, September 30, 2015
    9 years ago
  • Date Issued
    Tuesday, December 12, 2017
    6 years ago
Abstract
Described herein are technologies related to an implementation for dynamic adjustment of an out-of-band emission in a wireless modem, including spurious emissions, such as a Wi-FI modem, to minimize interference on a collocated or co-running downlink reception of another wireless modem residing on the same device by dynamically adjustment of a power consumption.
Description
BACKGROUND

Wireless communication systems may use one or more channels to transfer data between a transmitter and receivers. These communication systems may operate according to a set of standards defined by the Institute of Electrical and Electronics Engineers (IEEE) 802.11 committee for Wireless Local Area Network (WLAN) communication.


During the transfer of data between the transmitter and receivers, multipath problems and other conditions such as presence of harmonic spurs may affect transmission and reception of data packets. The harmonic spurs or other interference may be generated by co-running modems within the same portable device. The presence of the harmonic spurs or the interference that may mix with the receiving of the data packets, for example, may cause problems with signal detecting, amplifier gain adjustment, and signal decoding among others.


As such, there is a need to mitigate presence of interference between co-running modems especially for a wireless fidelity (Wi-Fi) modem which is usually treated as an aggressor component with respect to collocated and co-running downlink cellular receiver such as long term evolution (LTE) modem.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 illustrates an example scenario that implements dynamic adjustment of an out-of-band emission in a Wi-Fi modem to mitigate resulting interference to a signal of another co-running modem within the same portable device.



FIG. 2 is an example block diagram showing components of a transceiver circuitry in a portable device.



FIG. 3 illustrates an exemplary process for implementing dynamic adjustment of an out-of-band emission in a Wi-Fi modem to minimize interference on a collocated or co-running downlink reception of another modem.





DETAILED DESCRIPTION

Described herein is a technology for implementing a method for dynamic adjustment of an out-of-band emission, including spurious emissions, in a wireless modem, such as a Wi-Fi modem, to minimize interference with a collocated and/or co-running downlink reception of another modem. For example, the co-running downlink reception of another modem includes cellular reception, Blue Tooth (BT) reception, and the like, within the same portable device.


As described in certain examples herein, the wireless modem is implemented as a digital Wi-Fi modem with a programmable chain of components that may be dynamically adjusted to control an out-of-band emission the Wi-Fi modem. For example, when a co-running or collocated downlink cellular reception of an Long Term Evolution (LTE) modem is active, then the Wi-Fi modem may adjust number of parallel hardware streams that are used within the programmable chain of components of the Wi-Fi modem. Similarly, when the LTE modem is not active, then the Wi-Fi modem may limit the number of parallel hardware streams to process input data streams for transmission. The limited number of active parallel hardware streams within the programmable chain of components may conserve power in the portable device. Furthermore, in these examples, the Wi-Fi modem may minimize generation of interference to LTE signals of the co-running downlink cellular reception. The Wi-Fi modem and the LTE modem, in these examples, are collocated within the same device.


In an implementation, a detector (in certain implementations, using pre-engineering configurations, the detector may not be implemented) is further coupled to the Wi-Fi modem (or victim modem) in order to detect and compare amount of Wi-Fi modem generated-interference with a threshold. For example, the out-of-band emission, including spurious emissions, of the Wi-Fi modem is high enough to generate interference on the LTE signal of the co-running downlink cellular reception. In this example, the threshold includes a pre-configured amount that is utilized as a reference for controlling the out-of-band emission, including spurious emission, of the Wi-Fi modem.



FIG. 1 is an example scenario 100 that utilizes a dynamic adjustment of out-of-band emission in a Wi-Fi modem to mitigate resulting interference to a signal of another co-running modem within the same portable device. The scenario 100 shows a portable device 102 with an antenna 104, and another portable device 106 with an antenna 106.


The portable devices 102 or 106 may include, but is not limited to, a tablet computer, a netbook, a notebook computer, a laptop computer, mobile phone, a cellular phone, a smartphone, a personal digital assistant, a multimedia playback device, a digital music player, a digital video player, a navigational device, a digital camera, and the like.


The portable device 102, for example, may communicate with the other portable device 106 in a network environment. The network environment, for example, includes a cellular network configured to facilitate communications between the portable device 102 and the other portable device 106. During this cellular network communications, cellular downlink reception, for example, of the portable device 102 may be affected or may receive interference from co-running and collocated Wi-Fi communication features. Thus, the implementations described herein may facilitate the interference or harmonic spurs mitigation, for example, of interfering Wi-Fi signals to the cellular downlink reception or any downlink reception within the portable device 102. Furthermore, the implementations described herein conserves power consumption in the portable device by dynamically adjusting Wi-Fi modem out-of-band emission, including spurious emissions, depending upon whether the co-running modem is active or inactive.



FIG. 2 is an example schematic block diagram 200 showing components of a transceiver circuitry in a portable device 200. As shown, the example block diagram 200 include a Wi-Fi modem 202, a detector 204, and basic component of a polar digital transmitter such as oscillator 206, digital phase locked loop (DPLL) 208, a phase modulator 210, digital power amplifier (PA) 212, and a band pass filter 214. The Wi-Fi modem further includes an IFFT 216, a regular interpolation chain 218, a configurable interpolation chain 220, a frequency soft limiter 222, CORDIC 224, frequency hard limiter 226, fractional sampling rate converter (FSRC) 228, and a parallel to serial converter (P2S) 230. Furthermore still, the Wi-Fi modem 202 includes a programmable chain component 232 that indicates the components that may be digitally adjusted to control out-of-band emission, including spurious emissions, of the Wi-Fi modem as described herein. The programmable components include the configurable interpolation chain 220, frequency soft limiter 222, CORDICs 224, frequency hard limiter 226, and the FSRC 228. It is also to be understood that the block diagram 200 may include or coupled to one or more processors and one or more memory components.


As a general overview of the implementations described herein, transmission of data packets from the Wi-Fi modem 202 may generate interference to collocated and/or co-running downlink reception in an LTE modem, BT modem, and the like, within the portable device 102. The generated interference may be detected and measured by the detector 204, and the measured interference is utilized by the Wi-Fi modem 202 to adjust its out-of-band emission. For example, the Wi-Fi modem 202 is configured to adjust components within the programmable chain component 232 in order to dynamically adjust out-of-band emission, including spurious emissions, during the transmission of data packet. In this example, the dynamic adjustment may depend upon whether the co-running LTE modem, BT modem, etc. is active or inactive during the transmission of data packet by the Wi-Fi modem 202. In case of active LTE modem, for example, the Wi-Fi modem 202 may be switched to have a high power consumption mode. On the other hand, in case of inactive LTE modem, the Wi-Fi modem 202 may be dynamically switched to have a low power consumption mode.


In an implementation, a serial symbol stream of quadrature modulated data such as phase shift keying (PSK) or quadrature amplitude modulation (QAM) data is converted, for example, into M parallel streams. These M streams are then modulated onto M subcarriers via the use of size N (M<=N) IFFT 216. The N modulated outputs of the IFFT 216 are then processed through the regular interpolation chain 218 and the configurable interpolation chain 220, which perform corresponding order of interpolation to achieve, for example, desired up-sampling rates (e.g., 320 MSa/s). The N modulated outputs of the IFFT 216 may include input signals (i.e., serial symbol stream) that were converted from frequency domain to time domain input signals.


With the interpolated signal from the output of the configurable interpolation chain 220, the frequency soft limiter 222 is configured to limit frequency deviation of the interpolated signal. The streaming of the soft limited interpolated signal are then controlled by the CORDIC 224 depending upon an amount of interference as detected and measured by the detector 204.


For example, the detector 204 detects an active LTE modem that is receiving LTE signals during transmission of data packets by the Wi-Fi modem 202. In this example, the CORDIC 224 is configured to activate its eight parallel hardware streams within the programmable chain component 232. The eight parallel hardware streams may utilize the CORDICs 224-2 to 224-16, respectively. It is to be understood that a CORDIC is described; however, similar components/computers may be implemented.


In another example, the detector 204 detects an inactive LTE modem (i.e., OFF) during transmission of data packets by the Wi-Fi modem 202. In this example, the CORDIC 224 is configured to activate its two parallel hardware streams within the programmable chain component 232. The two parallel hardware streams may utilize the CORDICs 224-2 to 224-4, respectively. Controlling the number of hardware streams may a tradeoff of hardware consumption versus out-of-band emission.


With continuing reference to FIG. 2, the frequency hard limiter 226 is configured to perform hard limiting or clipping of the output of the CORDICs 224. For example, the output of the CORDICs 224 may be strictly limited to a certain amount prior to processing by the FSRC 228. In this example, the FSRC 228 is configured to sample the hard limited output signal of the CORDICs 224 to a desired sampling rate or to another different sampling rate. That is, the hard limited output signal of the CORDICs 224 may have different sampling rates and as such, the FSRC 228 may implement a new sampling rate to interconnect the hard limited output signals with different sampling rates.


After sampling of the FSRC 228 to interconnect the hard limited output signals with different sampling rates, the P2S 230 may convert parallel data streams from the FSRC 228 to serial data streams 234. As shown, the serial data streams 234 may be utilized to amplitude modulate a phase modulated signal at the digital PA 214.


The phase modulated signal, which is received by the digital PA 214 from the phase modulator 210, may be dictated by control signals 236 from the P2S 230. That is the control signals 236 may include control words that dictates phase changes in a carrier signal at the phase modulator 210. For example, the carrier signal, are facilitated by the oscillator 206 and the DPLL 208.


With quadrature modulated signal from an output of the digital PA 212, the BPF 214 may attenuate unwanted replicas prior to transmission at the antenna 104.


Although the example block diagram 200 illustrates in a limited manner basic components of the transceiver of the portable device, other components such as battery, one or more processors, SIM card, etc. were not described in order to simplify the embodiments described herein.



FIG. 3 shows an example process flowchart 300 illustrating an example method for dynamic adjustment of an out-of-band emission, including spurious emissions, in a Wi-Fi modem to minimize interference on a collocated or co-running downlink reception of another modem. For example, the downlink reception of the other modem includes cellular reception, BT reception, and the like, within the same portable device. The order in which the method is described is not intended to be construed as a limitation, and any number of the described method blocks may be combined in any order to implement the method, or alternate method. Additionally, individual blocks may be deleted from the method without departing from the spirit and scope of the subject matter described herein. Furthermore, the method may be implemented in any suitable hardware, software, firmware, or a combination thereof, without departing from the scope of the invention.


At block 302, transmitting Wi-Fi data packets by a Wi-Fi modem during a downlink reception of another modem is performed. For example, the Wi-Fi modem 202 is transmitting Wi-Fi data packets during downlink cellular reception operation by the LTE modem. In this example, the Wi-Fi modem 204 may be operating a high out-of-band emission level that may interfere with LTE signals of co-running downlink cellular reception.


At block 304, detecting and comparing amount of Wi-Fi modem generated-interference with a threshold is performed. For example, the detector 204 is configured to detect and measure amount of interference that may be generated by the Wi-Fi modem 202 to the co-running downlink cellular reception. In this example, the measured amount of interference is compared to the pre-configured threshold that is utilized as a reference for controlling out-of-band emission level in the Wi-Fi modem 202. Particularly, the out-of-band emission level is controlled through an adjustment of components within the programmable chain component 232.


At block 306, adjusting out-of-band emission of the Wi-Fi modem based upon the detected amount of Wi-Fi modem generated interference is performed. For example, when the amount of Wi-Fi modem generated interference exceeds the threshold, the Wi-Fi modem 202 may lower its out-of-band emission level to minimize interference to the co-running downlink cellular reception.


In another implementation, the Wi-Fi modem 202 may be co-running with the BT modem of the same portable device, and to this end, similar implementations as described above for the co-running 2G, LTE, 4G, and the like, may be applied. That is, the detector 204 implements an algorithm that measures and determines the unwanted harmonic frequencies due to the transmitting operations of the Wi-Fi modem 202. The determined unwanted harmonic frequencies are compared to the threshold and the Wi-Fi modem 202 is adjusted accordingly to minimize the interference.


Example is a method of interference mitigation, the method comprising: transmitting data packets by a wireless modem during a downlink cellular reception; detecting and comparing an amount of wireless modem generated-interference with a threshold value; and adjusting out-of-band emission level of the wireless modem based on a detected amount of wireless modem generated interference, wherein adjusting the out-of-band emission level comprises adjusting a programmable chain component of the wireless modem.


In example 2, the method as recited in example 1, wherein a co-running downlink cellular reception includes one of a 2G, 3G, or a long term evolution (LTE) signal.


In example 3, the method as recited in example 1, wherein the threshold is a reference for controlling the out-of-band emission level of the wireless modem.


In example 4, the method as recited in example 1, wherein adjusting the out-of-band emission level of the Wi-Fi modem further comprises: controlling number of hardware streams as a tradeoff of power consumption versus the out-of-band emission level.


In example 5, the method as recited in example 4, wherein controlling the number of hardware streams is performed by a Coordinate Rotation Digital Computer (CORDIC) component of the wireless modem.


In example 6, the method of example 5, wherein the CORDIC comprises eight hardware streams of about 320 MSa/s per stream.


In example 7, the method as recited in example 5, wherein the CORDIC component is configured to activate about eight or more parallel hardware streams during a co-running downlink cellular reception.


In example 8, the method as recited in example 5, wherein the CORDIC component is configured to activate at less than 7 parallel hardware streams when the downlink cellular reception is not active.


In example 9, the method as recited in example 1, wherein the transmitted data packets comprise quadrature modulated data packets.


In example 10, the method as recited in any of example 1 to 9, wherein adjusting the programmable chain component comprises adjusting an order of interpolation to obtain a desired sampling rate for modulated outputs of inverse fast fourier transform (IFFT).


In example 11, the method as recited in any of examples 1 to 9, wherein the transmitting Wi-Fi data packets further comprises: performing inverse fast fourier transform (IFFT) of an input signal to generate a modulated output; interpolating modulated output of the IFFT; limiting the interpolated signal; streaming the interpolated signal; clipping the streamed interpolated signal by a frequency hard limiter; sampling the clipped streamed interpolated signal; and converting the sampled interpolated signal into a serial signal, wherein the serial signal amplitude modulates a phase modulated signal in a digital power amplifier (PA) prior to transmission of the data packets.


Example 12 is a device comprising: a digital wireless modem configured to transmit Wi-Fi data packets, wherein the Wi-Fi modem further comprises a programmable chain component to control out-of-band emission level of the transmitted data packets; and a detector component coupled to the wireless modem, wherein the detector is configured to detect and measure wireless modem generated interference, wherein the measurement is utilized by the wireless modem to adjust the programmable chain component.


In example 13, the device as recited in example 12, wherein the programmable chain component comprises: a configurable interpolator configured to interpolate time domain input signal; a frequency soft limiter configured to limit frequency deviation of the interpolated signal; a component configured to control streaming of the soft limited interpolated signal; a frequency hard limiter configured to perform hard limiting or clipping of the streamed interpolated signal; and a fractional sampling rate converter configured to sample the hard limited interpolated signal to another sampling rate.


In example 14, the device as recited in example 13, wherein the component is configured to activate about eight or more parallel hardware streams during when a co-running downlink cellular reception is active.


In example 15, the device as recited in example 13, wherein the component is configured to activate less than seven two parallel hardware streams during when the downlink cellular reception is inactive.


In example 16, the device as recited in example 12, wherein the wireless modem generated interference comprises an interference to a co-running downlink cellular reception or Bluetooth (BT) reception.


In example 17, the device as recited in any of examples 12 to 16, wherein the co-running downlink cellular reception receives a 2G, 3G, or a long term evolution (LTE) signal.


Example 18 is a wireless modem comprising: an inverse fast fourier transform (IFFT) component configured to transform a frequency domain input signal into a time domain input signal; a configurable interpolator configured to interpolate time domain-input signal; a frequency soft limiter configured to limit frequency deviation of the interpolated input signal; a component configured to control streaming of the soft limited interpolated input signal; a frequency hard limiter configured to perform hard limiting or clipping of the streamed interpolated input signal; and a fractional sampling rate converter (FSRC) configured to sample the hard limited interpolated input signal to another sampling rate, wherein the configurable interpolator, frequency soft limiter, component, frequency hard limiter, and the FSRC form a programmable chain component adjusted to control out-of-band emission levels of the Wi-Fi modem in response to a measured Wi-Fi modem generated interference.


In example 19, the wireless modem as recited in example 18, wherein the measured wireless modem generated interference comprises an interference to a co-running downlink cellular reception of a cellular modem.


In example 20, the wireless modem as recited in claim 18, wherein the component is configured to control the streaming through activation of at least two parallel hardware streams when a collocated modem is not active.


In example 21, the wireless modem as recited in any of examples 18 to 20, wherein the collocated modem receives a 2G, 3G, or an LTE signal.

Claims
  • 1. A method of interference mitigation, the method comprising: transmitting data packets by a wireless fidelity (Wi-Fi) modem;detecting presence of an active or an inactive cellular modem operation;adjusting an emission level of the Wi-Fi modem to operate at a high power or a lower power consumption mode during the detected active or inactive cellular modem operation, respectively, the adjusting of the emission level of the Wi-Fi modem further comprises: performing inverse fast fourier transform (IFFT) of an input signal to generate a time domain—input signal;interpolating the time domain—input signal;limiting a frequency deviation of the interpolated input signal;controlling a streaming of the limited interpolated input signal based on the detected active or inactive cellular modem operation, wherein a plurality of parallel connected—coordinate rotation digital computer (CORDIC) components operate at a high power consumption mode during the detected active cellular modem operation by turning ON each of the plurality of parallel connected—CORDIC components;clipping the streamed interpolated signal from the parallel connected—CORDIC components;sampling the clipped streamed interpolated signal; andconverting the sampled interpolated signal into a serial signal, wherein the serial signal amplitude modulates a phase modulated signal in a digital power amplifier (PA) prior to transmission of the data packets.
  • 2. The method as recited in claim 1, wherein the active cellular modem operation comprises a 2G, 3G, or a long term evolution (LTE) signal.
  • 3. The method as recited in claim 1, wherein the adjusting of the emission level of the Wi-Fi modem includes controlling an out-of-band emission level of the Wi-Fi modem.
  • 4. The method as recited in claim 1, wherein the plurality of parallel connected CORDIC components operate at low power consumption mode during the detected inactive cellular modem operation by turning ON a fewer number of CORDIC components in the plurality of parallel connected—CORDIC components.
  • 5. The method as recited in claim 1, wherein each (CORDIC) component controls a hardware stream of the Wi-Fi modem.
  • 6. The method of claim 1, wherein the plurality of parallel connected—CORDIC components comprises eight hardware streams of about 320 MSa/s per stream.
  • 7. The method as recited in claim 1, wherein the plurality of parallel connected—CORDIC components are disposed in a programmable chain component of the Wi-Fi modem.
  • 8. The method as recited in claim 1, wherein the plurality of parallel connected—CORDIC components utilizes about two CORDIC components during the detected inactive cellular modem operation.
  • 9. The method as recited in claim 1, wherein the transmitted data packets comprise quadrature modulated data packets.
  • 10. The method as recited in claim 1 further comprising: adjusting an order of interpolation to obtain a desired sampling rate for an output of the inverse fast fourier transform (IFFT).
  • 11. The method as recited in claim 1, wherein the Wi-Fi modem is collocated with the operating cellular modem.
  • 12. A device comprising: a digital wireless modem configured to transmit wireless fidelity (Wi-Fi) data packets, wherein the digital wireless modem is configured to control an emission level of the transmitted data packets based on a detected active or inactive transmission by a collocated cellular modem;a detector component coupled to the wireless modem, wherein the detector is configured to detect the active or inactive transmission by the cellular modem;a programmable chain component disposed within the digital wireless modem, the programmable chain component comprises: a plurality of parallel connected—coordinate rotation digital computer (CORDIC) components configured to control streaming of soft limited interpolated input signal based on the detected active or inactive transmission by the cellular modem, wherein the plurality of parallel connected—CORDIC components operate at high power consumption mode during the detected active transmission by turning ON each of the plurality of parallel connected—CORDIC components.
  • 13. The device as recited in claim 12, wherein the programmable chain component further comprises: a frequency hard limiter configured to perform hard limiting or clipping of the streamed soft limited interpolated signal from the plurality of parallel connected—CORDIC components; anda fractional sampling rate converter configured to sample the hard limited interpolated signal to another sampling rate.
  • 14. The device as recited in claim 12, wherein the parallel connected—CORDIC components comprises parallel hardware streams.
  • 15. The device as recited in claim 12, wherein the cellular modem includes 2G, 3G, or a long term evolution (LTE) signal.
  • 16. The device as recited in claim 12, wherein an operation of the digital wireless modem generates an interference to a co-running cellular modem.
  • 17. The device as recited in claim 12, wherein the plurality of parallel connected—CORDIC components operate at low power consumption mode during the detected inactive cellular modem operation by turning ON a fewer number of CORDIC components in the plurality of parallel connected—CORDIC components.
  • 18. A device comprising: a transmitter modem;a detector configured to detect an active or an inactive transmission by the transmission modem;a wireless fidelity (Wi-Fi) modem configured to operate at a high power or a lower power consumption mode during the detected active or inactive transmission, respectively, the Wi-Fi modem further comprises: an inverse fast fourier transform (IFFT) component configured to transform a frequency domain input signal into a time domain input signal;a configurable interpolator configured to interpolate time domain—input signal;a frequency soft limiter configured to limit frequency deviation of the interpolated input signal;a plurality of parallel connected—coordinate rotation digital computer (CORDIC) components configured to control streaming of the soft limited interpolated input signal based on the detected active or inactive transmission by the transmitter modem, wherein the plurality of parallel CORDIC components operate at high power consumption mode during the active transmission by turning ON multiple CORDIC component in the plurality of parallel CORDIC components;a frequency hard limiter configured to perform hard limiting or clipping of the streamed interpolated input signal from the plurality of parallel connected—CORDIC components; anda fractional sampling rate converter (FSRC) configured to sample the hard limited interpolated input signal to another sampling rate, wherein the new sampling rate comprises data streams utilized to amplitude modulate a phase modulated signal at the transmitter mode.
  • 19. The wireless modem as recited in claim 18, wherein the plurality of parallel connected-CORDIC components operate at low power consumption mode during the detected inactive transmission by turning ON a fewer number of CORDIC components in the plurality of parallel CORDIC components.
  • 20. The wireless modem as recited in claim 18, wherein the detector is configured to detect and measure interference between collocated transmitter modem and Wi-Fi modem.
  • 21. The wireless modem as recited in claim 20, wherein the transmitter modem receives a 2G, 3G, or an LTE signal.
US Referenced Citations (168)
Number Name Date Kind
4829554 Barnes May 1989 A
5799071 Azar Aug 1998 A
5999810 Fuentes Dec 1999 A
6085077 Fields Jul 2000 A
6230970 Walsh May 2001 B1
6307862 Silverman Oct 2001 B1
6307877 Philips Oct 2001 B1
6633208 Salkola Oct 2003 B2
6745937 Walsh Jun 2004 B2
7151795 Goldburg Dec 2006 B1
7336716 Maltsev Feb 2008 B2
7366202 Scherzer et al. Apr 2008 B2
7512380 McGowan Mar 2009 B2
7519323 Mohebbi Apr 2009 B2
7551577 McRae Jun 2009 B2
7606529 Swan Oct 2009 B1
7724753 Naqvi May 2010 B2
7826837 Sylvester Nov 2010 B1
7876888 Chatterjee Jan 2011 B2
8094679 King Jan 2012 B2
8195146 Prakash Jun 2012 B2
8195218 Swan Jun 2012 B1
8289864 Dolganow Oct 2012 B2
8316232 Osburn, III Nov 2012 B1
8346196 Haralabidis Jan 2013 B2
8346850 Eriksson Jan 2013 B2
8364950 Osburn, III Jan 2013 B1
8428179 Xu Apr 2013 B1
8429759 Adrangi Apr 2013 B2
8472535 Wallen Jun 2013 B2
RE44412 Naqvi Aug 2013 E
8515547 Mass Aug 2013 B2
8615593 Ch'ng Dec 2013 B2
8660015 Issakov Feb 2014 B2
8670790 Ford Mar 2014 B2
8694770 Osburn, III Apr 2014 B1
8731560 Song May 2014 B2
8750265 Scherzer Jun 2014 B2
8780872 Ramamurthy Jul 2014 B1
8781420 Schlub Jul 2014 B2
8818522 Mass Aug 2014 B2
8880019 Daly Nov 2014 B1
8885635 Linkola Nov 2014 B2
8887212 Dua Nov 2014 B2
8898481 Osburn, III Nov 2014 B1
8935523 Osburn, III Jan 2015 B1
9049699 Touboul Jun 2015 B2
9118753 Harrison Aug 2015 B2
9125134 Das Sep 2015 B2
9130641 Mohebbi Sep 2015 B2
9178539 Sutton Nov 2015 B2
9215040 Yang Dec 2015 B2
9225498 Smith Dec 2015 B2
9258833 Bitran Feb 2016 B2
9264925 Zhao Feb 2016 B2
9288672 Benoit Mar 2016 B2
9369370 Chow Jun 2016 B2
9369995 Chakrabarti Jun 2016 B2
9380610 Yerrabommanahalli Jun 2016 B2
9386480 Papa Jul 2016 B2
9401874 Sun Jul 2016 B2
9426729 Pazhyannur Aug 2016 B2
9438286 Benjamin Sep 2016 B2
9509351 Shaw Nov 2016 B2
9525499 Jakoby Dec 2016 B2
9544323 Porcello Jan 2017 B2
9565046 Van De Beek Feb 2017 B2
9609488 Sukumar Mar 2017 B2
9648591 Rastogi May 2017 B2
9681331 Lindoff Jun 2017 B2
9698845 Talty Jul 2017 B2
20010021641 Kaine Sep 2001 A1
20020008145 Walsh Jan 2002 A1
20020067757 Philips Jun 2002 A1
20020093926 Kilfoyle Jul 2002 A1
20030118081 Philips Jun 2003 A1
20040052314 Copeland Mar 2004 A1
20040085096 Ward May 2004 A1
20060008028 Maltsev Jan 2006 A1
20060009243 Dahan Jan 2006 A1
20060014559 Raman Jan 2006 A1
20060161797 Grass et al. Jul 2006 A1
20060172781 Mohebbi Aug 2006 A1
20060221917 McRae Oct 2006 A1
20060294244 Naqvi Dec 2006 A1
20070072606 van Rooyen Mar 2007 A1
20070155314 Mohebbi Jul 2007 A1
20070223679 Chatterjee Sep 2007 A1
20070232246 Lozhkin et al. Oct 2007 A1
20070250872 Dua Oct 2007 A1
20080025440 Sanada et al. Jan 2008 A1
20080130767 Lozhkin Jun 2008 A1
20080171560 Olbers Jul 2008 A1
20090062887 Mass Mar 2009 A1
20090109981 Keselman Apr 2009 A1
20090164547 Ch'ng Jun 2009 A1
20090282155 Ali Nov 2009 A1
20100014507 Linkola Jan 2010 A1
20100054231 Dolganow Mar 2010 A1
20100239031 Wallen Sep 2010 A1
20100251391 Adrangi Sep 2010 A1
20100279617 Osman Nov 2010 A1
20100317289 Desai Dec 2010 A1
20110013569 Scherzer Jan 2011 A1
20110116490 Wilhelmsson May 2011 A1
20110151854 Prakash Jun 2011 A1
20110250928 Schlub Oct 2011 A1
20120040620 Fu Feb 2012 A1
20120046025 Das Feb 2012 A1
20120140860 Rimini Jun 2012 A1
20120207032 Chen Aug 2012 A1
20120207040 Comsa et al. Aug 2012 A1
20120236766 Haralabidis Sep 2012 A1
20120269286 Huang Oct 2012 A1
20120309352 Fang Dec 2012 A1
20130014263 Porcello Jan 2013 A1
20130044842 Wang Feb 2013 A1
20130065623 Gummadi Mar 2013 A1
20130077542 Yang Mar 2013 A1
20130163440 Issakov Jun 2013 A1
20130188578 Touboul et al. Jul 2013 A1
20130203457 Zhang Aug 2013 A1
20130244653 Song Sep 2013 A1
20130244723 Yerrabommanahalli Sep 2013 A1
20130268277 Duplan Oct 2013 A1
20130272260 Bitran Oct 2013 A1
20130310896 Mass Nov 2013 A1
20130326089 Harrison Dec 2013 A1
20130337819 Qin Dec 2013 A1
20140030981 Shaw Jan 2014 A1
20140032143 Luo Jan 2014 A1
20140073258 Burchill Mar 2014 A1
20140146727 Segev May 2014 A1
20140148179 Das May 2014 A1
20140273869 Zhao Sep 2014 A1
20140273950 Li Sep 2014 A1
20140321298 Chow Oct 2014 A1
20140337957 Feekes Nov 2014 A1
20150016260 Chow Jan 2015 A1
20150052255 Sun Feb 2015 A1
20150065157 Homchaudhuri Mar 2015 A1
20150078167 Papa Mar 2015 A1
20150087351 Majjigi Mar 2015 A1
20150089216 Benoit Mar 2015 A1
20150110089 Pazhyannur Apr 2015 A1
20150110216 Bajcsy et al. Apr 2015 A1
20150121470 Rongo Apr 2015 A1
20150208195 Kariman Jul 2015 A1
20150223111 Lindoff Aug 2015 A1
20150223176 Janani Aug 2015 A1
20150245332 Chakrabarti Aug 2015 A1
20150245388 Yerrabommanahalli Aug 2015 A1
20150318964 Abdelmonem Nov 2015 A1
20150373724 Ibrahim Dec 2015 A1
20160036614 Van De Beek Feb 2016 A1
20160036628 Gupta Feb 2016 A1
20160043827 Filson Feb 2016 A1
20160050653 Rastogi Feb 2016 A1
20160057765 Jiang Feb 2016 A1
20160127906 Li May 2016 A9
20160134621 Palanigounder May 2016 A1
20160149602 Benjamin May 2016 A1
20160191178 Jakoby Jun 2016 A1
20160241280 Van der Goes Aug 2016 A1
20160259923 Papa Sep 2016 A1
20160316394 Papa Oct 2016 A1
20160322997 Wloczysiak Nov 2016 A1
20170078133 Terry Mar 2017 A1
Foreign Referenced Citations (1)
Number Date Country
3119152 Jan 2017 EP
Non-Patent Literature Citations (1)
Entry
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2016/048160, dated Dec. 28, 2016, 13 pages.
Related Publications (1)
Number Date Country
20170094551 A1 Mar 2017 US