Patents by Inventor Farrokh Abrishamkar

Farrokh Abrishamkar has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20150139367
    Abstract: Apparatus and methods for channel estimation include determining two streams corresponding to odd and even samples of a received signal that is sampled at a first chip rate, performing least squares successive interference cancellation on each of the two streams to obtain odd and even raw channel estimates, interlacing the odd and even raw channel estimates to obtain interlaced channel estimates, interpolating additional samples in the interlaced channel estimates to create higher chip rate channel estimates, identifying a first set of tap positions based on the higher chip rate channel estimates, applying matching pursuit to the first set of tap positions to identify a second set of tap positions, wherein the second set of tap positions includes fewer tap positions than the first set of tap positions, and determining a third set of tap positions by clustering each tap position included in the second set of tap positions.
    Type: Application
    Filed: November 18, 2013
    Publication date: May 21, 2015
    Applicant: QUALCOMM Incorporated
    Inventors: Farrokh ABRISHAMKAR, Venkata Gautham Chavali, Insung Kang, Carlos Ruben Cabrera-Mercader, Hari Sankar, Aamod Dinkar Khandekar
  • Patent number: 8995498
    Abstract: An apparatus and method for a two-stage linear/nonlinear interference cancellation comprising processing a receive signal to produce a first descrambled signal; and processing the first descrambled signal to produce a detected signal. In one aspect, a first interference canceller module is used for processing the received signal and a second interference canceller module is used for processing the first descrambled signal. In one aspect, the first interference canceller is a linear interference canceller (IC) and the second interference canceller is a linear/nonlinear interference canceller (IC).
    Type: Grant
    Filed: October 18, 2010
    Date of Patent: March 31, 2015
    Assignee: QUALCOMM Incorporated
    Inventors: Yingqun Yu, Farrokh Abrishamkar, Wenjun Li, Andrew K. Kan
  • Patent number: 8831149
    Abstract: A novel symbol estimation method produces intersymbol interference free symbols by detecting interfering symbols in an interfering channel. A channel estimate is refined for additional improvements. The method can lends itself as a serial or parallel algorithm implementation. The symbol estimation method includes using an initial estimate of received symbols and calculating a refined estimate of the received symbols using a channel estimate. The refined estimate is calculated by performing parameterization of intersymbol interference by symbols other than the symbol being refined and selecting a refined value for the symbol being refined by evaluating an optimization function. Symbol estimates are refined in multiple iterations, until a predetermined iteration termination criterion is met. Parameterization of ISI contribution of other symbols results in reduced computation by reducing total number of unknown variables in the refinement operation.
    Type: Grant
    Filed: September 3, 2009
    Date of Patent: September 9, 2014
    Assignee: Qualcomm Incorporated
    Inventors: Bahadir Canpolat, Farrokh Abrishamkar, Divaydeep Sikri
  • Patent number: 8781043
    Abstract: Techniques for recovering a desired transmission in the presence of interfering transmissions are described. For successive equalization and cancellation (SEC), equalization is performed on a received signal to obtain an equalized signal for a first set of code channels. The first set may include all code channels for one sector, a subset of all code channels for one sector, multiple code channels for multiple sectors, etc. Data detection is then performed on the equalized signal to obtain a detected signal for the first set of code channels. A signal for the first set of code channels is reconstructed based on the detected signal. The reconstructed signal for the first set of code channels is then canceled from the received signal. Equalization, data detection, reconstruction, and cancellation are performed for at least one additional set of code channels in similar manner.
    Type: Grant
    Filed: November 15, 2006
    Date of Patent: July 15, 2014
    Assignee: QUALCOMM Incorporated
    Inventors: Byonghyo Shim, Inyup Kang, Farrokh Abrishamkar, Sharad Sambhwani
  • Patent number: 8774261
    Abstract: A two stage interference cancellation (IC) process includes a linear IC stage that suppresses co-channel interference (CCI) and adjacent channel interference (ACI). The linear IC stage disambiguates otherwise super-trellis data for non-linear cancellation. Soft linear IC processing is driven by a-posteriori probability (Apop) information. A second stage performs expectation maximization/Baum Welch (EM-BW) processing that reduces residual ISI left over from the first stage and also generates the Apop which drives the soft linear IC in an iterative manner.
    Type: Grant
    Filed: June 11, 2012
    Date of Patent: July 8, 2014
    Assignee: QUALCOMM Incorporated
    Inventors: Farrokh Abrishamkar, Divaydeep Sikri, Ken Delgado
  • Patent number: 8761322
    Abstract: The present disclosure presents methods and apparatuses for enhanced received signal processing using signal-based channel impulse response (CIR) estimation. For example, according to an example method presented herein, a user equipment (UE) or a component therein may receive a signal corresponding to a transmitted signal sent by a network entity, wherein the transmitted signal comprises at least a data channel, estimate chip contents of the transmitted signal, based on the received signal including the data channel, to obtain estimated chip contents, and compute an estimated channel impulse response (CIR) based on at least the estimated chip contents. Based on this estimated CIR, the UE may thereafter reprogram a received signal reconstruction filter, perform interference cancellation procedures, and/or adjust one or more equalizer taps. By performing such functions, the UE may exhibit improved communication characteristics and enable a more robust user experience.
    Type: Grant
    Filed: October 2, 2012
    Date of Patent: June 24, 2014
    Assignee: QUALCOMM Incorporated
    Inventors: Manish Jain, Aditya Dua, Manini Shah, Keith Saints, Farrokh Abrishamkar
  • Patent number: 8737499
    Abstract: An interference cancellation receiver for a pre-coded orthogonal frequency division multiplexed (OFDM) based system combines temporal interference cancellation within the OFDM framework. Multi-path equalization and inter-symbol interference (ISI) cancellation are performed on a time domain channel estimate of a received signal. An output from the multi-path equalization is transformed to the frequency domain. Inter-channel interference (ICI) is performed in the frequency domain on an equalized signal from the multi-path equalization after transforming the equalized signal from the time domain to the frequency domain.
    Type: Grant
    Filed: May 22, 2012
    Date of Patent: May 27, 2014
    Assignee: QUALCOMM Incorporated
    Inventors: Divaydeep Sikri, Farrokh Abrishamkar, Bahadir Canpolat
  • Publication number: 20140093021
    Abstract: The present disclosure presents methods and apparatuses for enhanced received signal processing using signal-based channel impulse response (CIR) estimation. For example, according to an example method presented herein, a user equipment (UE) or a component therein may receive a signal corresponding to a transmitted signal sent by a network entity, wherein the transmitted signal comprises at least a data channel, estimate chip contents of the transmitted signal, based on the received signal including the data channel, to obtain estimated chip contents, and compute an estimated channel impulse response (CIR) based on at least the estimated chip contents. Based on this estimated CIR, the UE may thereafter reprogram a received signal reconstruction filter, perform interference cancelation procedures, and/or adjust one or more equalizer taps. By performing such functions, the UE may exhibit improved communication characteristics and enable a more robust user experience.
    Type: Application
    Filed: October 2, 2012
    Publication date: April 3, 2014
    Applicant: QUALCOMM Incorporated
    Inventors: Manish JAIN, Aditya Dua, Manini Shah, Keith Saints, Farrokh Abrishamkar
  • Patent number: 8675796
    Abstract: A method for timing and frequency synchronization in a wireless system is provided. The method comprises the steps of receiving a burst of symbols, selecting a subset of the burst of symbols, iteratively adjusting the subset of the burst of symbols by a plurality of timing offsets and calculating, for each timing offset, a first performance metric corresponding to the adjusted subset. The method further comprises the steps of determining one of the plurality of timing offsets to be a preferred timing offset based upon the first performance metric thereof, iteratively rotating the subset of the burst of symbols by a plurality of frequency offsets and calculating, for each frequency offset, a second performance metric corresponding to the rotated subset, and determining one of the plurality of frequency offsets to be a preferred frequency offset based upon the second performance metric thereof.
    Type: Grant
    Filed: August 23, 2011
    Date of Patent: March 18, 2014
    Assignee: QUALCOMM Incorporated
    Inventors: Divaydeep Sikri, Farrokh Abrishamkar, Ming Yan, Nico De Laurentiis
  • Patent number: 8665971
    Abstract: An apparatus and method for channel estimation comprising obtaining a response matrix G(l) using Q quantity pilots; constructing a sensing matrix Wsensing based on K quantity tones, L quantity symbols and P quantity multipaths; and using compressive sensing channel estimation to determine an equivalent channel matrix Gp(i) based on the response matrix G(l) and the sensing matrix Wsensing.
    Type: Grant
    Filed: November 19, 2010
    Date of Patent: March 4, 2014
    Assignee: QUALCOMM, Incorporated
    Inventors: Farrokh Abrishamkar, Ori Shental, Ni-Chun Wang, Yingqun Yu
  • Patent number: 8644402
    Abstract: An apparatus and method for compressive sensing tap identification for channel estimation comprising identifying a set of significant taps in the time domain; representing a time-flat channel response using a Taylor series expansion with the set of significant taps; converting the time-flat channel response to a vectorized channel response; transforming the vectorized channel response to a compressive sensing (CS) polynomial frequency response; aggregating the CS polynomial frequency response into a stacked frequency response; converting the stacked frequency response into a measured pilot frequency response; estimating a channel parameter vector based on the measured pilot frequency response; and generating a reconstructed channel response from the channel parameter vector.
    Type: Grant
    Filed: November 19, 2010
    Date of Patent: February 4, 2014
    Assignee: QUALCOMM, Incorporated
    Inventors: Farrokh Abrishamkar, Ni-Chun Wang, Ori Shental, Yingqun Yu
  • Patent number: 8619928
    Abstract: A multi-stage interference suppression receiver includes a short equalizer section configured to operate on a first portion of a received signal received over a channel to produce a first equalized signal and a first estimate of the channel, a channel estimator section configured to operate on the first equalized signal to produce a second equalized signal, the channel estimator section comprising a linear estimator and a non-linear estimator, a long equalizer section configured to operate on a second portion of the received signal to produce a first estimate of symbols in the received signal and a second estimate of the channel and an interference canceller section configured to operate on the first estimate of symbols in the received signal to generate a second estimate of symbols in the received signal based on, at least in part, the second estimate of the channel.
    Type: Grant
    Filed: September 3, 2009
    Date of Patent: December 31, 2013
    Assignee: Qualcomm Incorporated
    Inventors: Farrokh Abrishamkar, Divaydeep Sikri, Raghu N. Challa, Bahadir Canpolat
  • Patent number: 8619746
    Abstract: Techniques for deriving a channel estimate using a scattered pilot and a continual pilot are described. The scattered pilot is sent on different sets of carriers in different symbol periods. The continual pilot is sent in each symbol period on irregularly spaced carriers. The scattered pilot is used to identify the indices of channel taps of interest, e.g., L strongest channel taps. The continual pilot is used to determine the complex gains of these L channel taps. A receiver derives a channel impulse response estimate based on received pilot symbols for the scattered pilot, identifies the L strongest channel taps, and determines the indices of these L strongest channel taps. The receiver forms a Fourier sub-matrix based on the L tap indices and determines the gains of the L channel taps based on received pilot symbols for the continual pilot and the Fourier sub-matrix.
    Type: Grant
    Filed: October 10, 2006
    Date of Patent: December 31, 2013
    Assignee: QUALCOMM Incorporated
    Inventors: James Edward Beckman, Joseph Chan, Farrokh Abrishamkar, Matthias Brehler, Michael Leviant
  • Patent number: 8615030
    Abstract: Systems and methods for multi-user detection are provided. In one aspect of the disclosure, an apparatus is provided. The apparatus comprises a processing unit configured to process a plurality of received chips into a plurality of received symbols for a plurality of users. The apparatus further comprises a computation unit configured to compute a multi-user matrix relating a plurality of user symbols for the plurality of users to the plurality of received symbols and a detection unit configured to detect the plurality of user symbols for the plurality of users using the computed multi-user matrix and the plurality of received symbols.
    Type: Grant
    Filed: May 4, 2009
    Date of Patent: December 24, 2013
    Assignee: Qualcomm Incorporated
    Inventors: Farrokh Abrishamkar, Yingqun Yu, Michael McCloud, Divaydeep Sikri
  • Patent number: 8599677
    Abstract: Systems and methods for multi-user detection in a multiple access system are provided. In one aspect, an apparatus is provided. The apparatus comprises a processing unit configured to process received chips into received symbols for a plurality of users and a computation unit configured to compute a multi-user matrix using a Hadamard matrix, wherein the multi-user matrix relates user symbols for the plurality of users to the received symbols. The apparatus further comprises a detection unit configured to detect the user symbols for the plurality of users using the received symbols and the computed multi-user matrix.
    Type: Grant
    Filed: May 4, 2009
    Date of Patent: December 3, 2013
    Assignee: Qualcomm Incorporated
    Inventors: Wenjun Li, Yingqun Yu, Farrokh Abrishamkar, Divaydeep Sikri, Insung Kang
  • Patent number: 8582674
    Abstract: An apparatus and method for channel estimation comprising determining a channel impulse response using a Taylor series expansion with a plurality of Taylor series coefficients; determining a channel frequency response based on the channel impulse response; collecting the channel frequency response over a plurality of symbols to obtain a composite channel frequency response; generating a sensing matrix based on the Taylor series expansion; and determining the plurality of Taylor series coefficients based on the composite channel frequency response and the sensing matrix using compressive sensing channel estimation.
    Type: Grant
    Filed: November 19, 2010
    Date of Patent: November 12, 2013
    Assignee: QUALCOMM Incorporated
    Inventors: Yingqun Yu, Farrokh Abrishamkar, Ni-Chun Wang, Ori Shental
  • Patent number: 8509293
    Abstract: A method for estimating timing in a wireless communication comprises the steps of receiving a plurality of symbol bursts corresponding to a plurality of time slots and selecting a subset of symbols from a first symbol burst of the plurality of symbol bursts. The subset comprises a first midamble symbol. The method further comprises the steps of calculating, for each symbol in the subset, a corresponding midamble estimation error, and determining the lowest calculated midamble estimation error to determine a timing for the first symbol burst. The method further comprises the steps of processing the first symbol burst utilizing the timing determined for the first symbol burst, and processing a second symbol burst of the plurality of symbol bursts utilizing the timing determined for the first symbol burst.
    Type: Grant
    Filed: August 19, 2008
    Date of Patent: August 13, 2013
    Assignee: QUALCOMM Incorporated
    Inventors: Divaydeep Sikri, Erdogan Dede, Farrokh Abrishamkar, Philip J. C. Children, Nico De Laurentiis
  • Patent number: 8503591
    Abstract: A method for suppressing interference in a wireless communication is provided. The method comprises receiving a burst of symbols, generating a plurality of timing hypotheses for the burst of symbols, and calculating, for each timing hypothesis, a plurality of weights for an interference suppression filter based upon a subset of the burst of symbols. The method further comprises, for each timing hypothesis, filtering the subset of the burst of symbols using the interference suppression filter with the corresponding plurality of weights, and selecting one of the plurality of timing hypotheses corresponding to a selection criteria. The method further comprises equalizing and decoding the filtered burst of symbols based upon the selected one of the plurality of timing hypotheses.
    Type: Grant
    Filed: August 19, 2008
    Date of Patent: August 6, 2013
    Assignee: QUALCOMM Incorporated
    Inventors: Divaydeep Sikri, Farrokh Abrishamkar, Michael McCloud
  • Patent number: 8494098
    Abstract: Systems and methods for inter-cell interference cancellation are provided. In one aspect of the disclosure, an apparatus is provided. The apparatus comprises a cell computation unit configured to compute receive chips for a first interfering cell and a subtraction unit configured to remove the computed receive chips for the first interfering cell from received chips at a receiver. The apparatus further comprises a processing unit configured to process the received chips with the computed receive chips for the first interfering cell removed into received symbols and a detection unit configured to detect user symbols for a target cell from the received symbols.
    Type: Grant
    Filed: May 4, 2009
    Date of Patent: July 23, 2013
    Assignee: Qualcomm Incorporated
    Inventors: Farrokh Abrishamkar, Yingqun Yu, Wenjun Li
  • Publication number: 20130148711
    Abstract: A two stage interference cancellation (IC) process includes a linear IC stage that suppresses co-channel interference (CCI) and adjacent channel interference (ACI). The linear IC stage disambiguates otherwise super-trellis data for non-linear cancellation. Soft linear IC processing is driven by a-posteriori probability (Apop) information. A second stage performs expectation maximization/Baum Welch (EM-BW) processing that reduces residual ISI left over from the first stage and also generates the Apop which drives the soft linear IC in an iterative manner.
    Type: Application
    Filed: June 11, 2012
    Publication date: June 13, 2013
    Applicant: QUALCOMM Incorporated
    Inventors: Farrokh Abrishamkar, Divaydeep Sikri, Ken Delgado