Patents by Inventor Markku J. Heikkila
Markku J. Heikkila 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).
-
Patent number: 8908611Abstract: A semi-single frequency network (SFN) concept is presented. According to the SFN concept, the same data signal is transmitted from multiple base stations to a mobile terminal simultaneously on the same frequency band. Accordingly, the transmitted signals are combined in the radio channel and the mobile terminal experiences the transmitted signals as one signal propagated through a multipath channel. Additionally, each base station transmits a base station specific pilot signal. The mobile terminal carries out a channel estimation procedure for each received pilot signal and combines the channel estimates to obtain information how to equalize the received data signal. Then, the mobile terminal calculates equalization weights from the combined channel estimates and equalizes the received data signal.Type: GrantFiled: February 26, 2008Date of Patent: December 9, 2014Assignee: Nokia CorporationInventors: Kaj Jansen, Markku J. Heikkilä, Ulo Parts, Juha Heiskala, Zoltan Safar
-
Patent number: 8457188Abstract: An apparatus, including a detection unit configured to perform a non-linear detection on a receive signal, a first estimator configured to estimate a first quality measure based on the receive signal, and a second estimator configured to estimate a second quality measure dependent on the first quality measure and a performance measure of the detection unit is provided.Type: GrantFiled: June 27, 2007Date of Patent: June 4, 2013Assignee: Nokia CorporationInventors: Karl Majonen, Markku J. Heikkilä
-
Patent number: 8213549Abstract: An apparatus for determining a symbol estimate includes a detection unit, an information storage, a channel decoder, and an estimator. One or more detectors of the detection unit is configured to detect a first data stream and the one or more detectors or one or more other detectors are configured to detect a second data stream when interference cancellation is carried out and when interference cancellation is not carried out parallel to detection of a first data stream to obtain results of detection. The information storage is configured to store the results of the detection of the second data stream, and the channel decoder is configured to channel decode a detected first data stream. The estimator is configured to determine a symbol estimate by using the stored results of the detection of the second data stream and based on the success of the channel decoding of the first data stream.Type: GrantFiled: April 11, 2008Date of Patent: July 3, 2012Assignee: Nokia CorporationInventor: Markku J. Heikkila
-
Patent number: 8111742Abstract: The invention is related to a communication terminal, comprising: means (618) for creating at least one channel matrix assuming predetermined interfering signals as a part of a desired signal; means (618) for dividing the at least one channel matrix into multiple sub-matrices; means (618) for diagonalizing the sub-matrices by using a transformation matrix; means (618) for forming at least one block-diagonalized matrix using diagonalized sub-matrices; means (618) for inverting the at least one block-diagonalized matrix; and means (618) for generating channel equalizer coefficients by using at least one inverted block-diagonalized matrix.Type: GrantFiled: April 7, 2005Date of Patent: February 7, 2012Assignee: Nokia CorporationInventor: Markku J. Heikkila
-
Patent number: 7801210Abstract: The invention concerns methods and apparatus for performing channel equalization in a direct-sequence spread spectrum communications system. The methods and apparatus of the present invention are particularly applicable in situations where communication occurs over a channel experiencing multipath interference associated with paths having significantly different lengths. The impulse response-delay profile of such a channel is typically sparse, that is, dominated by a relatively few and widely spaced taps or clusters of closely spaced taps. In one aspect, equalization filter coefficients are calculated based on a channel estimate derived from a single cluster of closely-spaced channel taps collectively having the greatest percentage of energy as indicated by the impulse response-delay profile.Type: GrantFiled: January 24, 2006Date of Patent: September 21, 2010Assignee: Nokia CorporationInventors: Jianzhong Zhang, Markku J. Heikkilä
-
Patent number: 7769117Abstract: A receiving method and a receiver of a telecommunication system are provided. The receiver comprises one or more antennas, a radio frequency unit connected to the antennas for receiving signals transmitted by one or more transmitters using a multitude of channels, and an estimator. The estimator is configured to select one or more channel pairs, each channel of each channel pair being a given distance from each other, determine symbol estimates for the signals of the channels of the channel pairs, remove the effect of data modulation from the signals of the channels of the channel pairs, obtain noise estimates by subtracting the signals of the channels of the channel pairs from each other, and determine a noise covariance matrix for the desired channel on the basis of the obtained noise estimates.Type: GrantFiled: March 15, 2007Date of Patent: August 3, 2010Assignee: Nokia CorporationInventors: Markku J. Heikkila, Kari Majonen
-
Patent number: 7680222Abstract: A receiver includes a channel estimator for estimating a channel impulse response of a radio channel; an equalizer for generating linear minimum mean-square error equalizer coefficients and providing an equalized signal to a correlator; an estimating unit for forming an initial estimate of received data elements on the basis of an equalized signal; and a processing unit. The processing unit is configured to calculate a scaling factor by taking an inverse value, subtracted from a value of one, of a conjugate transpose of a linear minimum mean-square error equalizer coefficient vector multiplied by a channel impulse response vector, and to use the scaling factor for determining reliability of the initial estimate of the received data elements.Type: GrantFiled: June 21, 2006Date of Patent: March 16, 2010Assignee: Nokia CorporationInventor: Markku J. Heikkilä
-
Publication number: 20090285276Abstract: The invention relates to an apparatus comprising: an estimator configured to estimate a channel response; a determiner configured to determine an equalizer coefficient vector; a calculator configured to calculate a symbol amplitude by using the equalizer coefficient vector and the estimated channel response; a determiner configured to determine a weighting factor by using the symbol amplitude; an estimator configured to estimate soft bits; and a weighter configured to weight the estimated soft bits by using the weighting factor for scaling the estimated soft bits to a predetermined dynamic range in a manner enabling their presentation using a predetermined limited numerical accuracy.Type: ApplicationFiled: August 15, 2008Publication date: November 19, 2009Inventor: Markku J. Heikkila
-
Patent number: 7583723Abstract: A method is disclosed to obtain M final symbol decisions for signals received through N receive antennas that were transmitted in M parallel data layers, using a same spreading code from M transmit antennas. The method includes space-time equalizing the N received signals to generate M output signals from which at least inter-symbol interference is substantially removed and inter-layer interference is suppressed; despreading each of the M output signals for generating M soft symbol estimates; and processing the M soft symbol estimates to derive M final symbol decisions that are made in consideration of modeled residual inter-layer interference present in the space-time equalized M output signals. Processing includes operating a signal-plus-residual-interference (SPRI) detector that operates in accordance with a maximum likelihood (ML) technique, while space-time equalizing employs a linear minimum mean-square error (LMMSE) criterion.Type: GrantFiled: April 7, 2008Date of Patent: September 1, 2009Assignee: Nokia CorporationInventor: Markku J Heikkilä
-
Publication number: 20090141820Abstract: An apparatus for determining a symbol estimate includes a detection unit, an information storage, a channel decoder, and an estimator. One or more detectors of the detection unit is configured to detect a first data stream and the one or more detectors or one or more other detectors are configured to detect a second data stream when interference cancellation is carried out and when interference cancellation is not carried out parallel to detection of a first data stream to obtain results of detection. The information storage is configured to store the results of the detection of the second data stream, and the channel decoder is configured to channel decode a detected first data stream. The estimator is configured to determine a symbol estimate by using the stored results of the detection of the second data stream and based on the success of the channel decoding of the first data stream.Type: ApplicationFiled: April 11, 2008Publication date: June 4, 2009Inventor: Markku J. Heikkila
-
Publication number: 20090052513Abstract: The invention is related to a communication terminal, comprising: means (618) for creating at least one channel matrix assuming predetermined interfering signals as a part of a desired signal; means (618) for dividing the at least one channel matrix into multiple sub-matrices; means (618) for diagonalizing the sub-matrices by using a transformation matrix; means (618) for forming at least one block-diagonalized matrix using diagonalized sub-matrices; means (618) for inverting the at least one block-diagonalized matrix; and means (618) for generating channel equalizer coefficients by using at least one inverted block-diagonalized matrix.Type: ApplicationFiled: April 7, 2005Publication date: February 26, 2009Inventor: Markku J. Heikkila
-
Publication number: 20080268887Abstract: A semi-single frequency network (SFN) concept is presented. According to the SFN concept, the same data signal is transmitted from multiple base stations to a mobile terminal simultaneously on the same frequency band. Accordingly, the transmitted signals are combined in the radio channel and the mobile terminal experiences the transmitted signals as one signal propagated through a multipath channel. Additionally, each base station transmits a base station specific pilot signal. The mobile terminal carries out a channel estimation procedure for each received pilot signal and combines the channel estimates to obtain information how to equalize the received data signal. Then, the mobile terminal calculates equalization weights from the combined channel estimates and equalizes the received data signal.Type: ApplicationFiled: February 26, 2008Publication date: October 30, 2008Inventors: Kaj Jansen, Markku J. Heikkila, Ulo Parts, Juha Heiskala, Zoltan Safar
-
Publication number: 20080260012Abstract: An apparatus, including a detection unit configured to perform a non-linear detection on a receive signal, a first estimator configured to estimate a first quality measure based on the receive signal, and a second estimator configured to estimate a second quality measure dependent on the first quality measure and a performance measure of the detection unit is provided.Type: ApplicationFiled: June 27, 2007Publication date: October 23, 2008Inventors: Kari Majonen, Markku J. Heikkila
-
Publication number: 20080231500Abstract: There is provided a receiver comprising: an estimator configured to estimate an initial noise-plus-interference covariance matrix on the basis of a received signal; a calculator configured to calculate a parameter using the received signal; and a calculator configured to decrease magnitude of off-diagonal values of the estimated initial covariance matrix relative to diagonal values of the same matrix based on the calculated parameter in order to estimate a final noise-plus-interference covariance matrix.Type: ApplicationFiled: April 27, 2007Publication date: September 25, 2008Inventors: Markku J. Heikkila, Tuomas Saukkonen
-
Publication number: 20080212722Abstract: A method is disclosed to obtain M final symbol decisions for signals received through N receive antennas that were transmitted in M parallel data layers, using a same spreading code from M transmit antennas. The method includes space-time equalizing the N received signals to generate M output signals from which at least inter-symbol interference is substantially removed and inter-layer interference is suppressed; despreading each of the M output signals for generating M soft symbol estimates; and processing the M soft symbol estimates to derive M final symbol decisions that are made in consideration of modeled residual inter-layer interference present in the space-time equalized M output signals. Processing includes operating a signal-plus-residual-interference (SPRI) detector that operates in accordance with a maximum likelihood (ML) technique, while space-time equalizing employs a linear minimum mean-square error (LMMSE) criterion.Type: ApplicationFiled: April 7, 2008Publication date: September 4, 2008Inventor: Markku J. Heikkila
-
Patent number: 7356073Abstract: A method is disclosed to obtain M final symbol decisions for signals received through N receive antennas that were transmitted in M parallel data layers, using a same spreading code from M transmit antennas. The method includes space-time equalizing the N received signals to generate M output signals from which at least inter-symbol interference is substantially removed and inter-layer interference is suppressed; despreading each of the M output signals for generating M soft symbol estimates; and processing the M soft symbol estimates to derive M final symbol decisions that are made in consideration of modeled residual inter-layer interference present in the space-time equalized M output signals. Processing includes operating a signal-plus-residual-interference (SPRI) detector that operates in accordance with a maximum likelihood (ML) technique, while space-time equalizing employs a linear minimum mean-square error (LMMSE) criterion.Type: GrantFiled: September 10, 2003Date of Patent: April 8, 2008Assignee: Nokia CorporationInventor: Markku J Heikkilä
-
Patent number: 6947403Abstract: A CDMA receiver (10) includes a receiver input for coupling to signal outputs of Nrx receive antennas (20A,20B), where the signal outputs are sampled at Ns samples per symbol or chip, a matched filter (14), such as a RAKE, and a whitening filter (20) for coupling the receiver input to an input of the matched filter. The whitening filter contains NsNrx parallel whitening filters wj,k (22A-22D), individual ones of the whitening filters wj,k receiving during each symbol interval i, NsNrx new signal samples via a signal connection matrix (28) such that a first individual whitening filter receives only one of the new samples, a second individual whitening filter receives the same sample as the first individual whitening filter, and one additional sample, and such that an nth individual whitening filter receives the same n?1 samples as the first n?1 individual whitening filters, plus one of the remaining samples.Type: GrantFiled: June 27, 2003Date of Patent: September 20, 2005Assignee: Nokia CorporationInventors: Markku J. Heikkila, Jorma Lilleberg
-
Publication number: 20040264417Abstract: A CDMA receiver (10) includes a receiver input for coupling to signal outputs of Nrx receive antennas (20A,20B), where the signal outputs are sampled at Ns samples per symbol or chip, a matched filter (14), such as a RAKE, and a whitening filter (20) for coupling the receiver input to an input of the matched filter. The whitening filter contains NsNrx parallel whitening filters wj,k (22A-22D), individual ones of the whitening filters wj,k receiving during each symbol interval i, NsNrx new signal samples via a signal connection matrix (28) such that a first individual whitening filter receives only one of the new samples, a second individual whitening filter receives the same sample as the first individual whitening filter, and one additional sample, and such that an nth individual whitening filter receives the same n-1 samples as the first n-1 individual whitening filters, plus one of the remaining samples.Type: ApplicationFiled: June 27, 2003Publication date: December 30, 2004Applicant: Nokia CorporationInventors: Markku J. Heikkila, Jorma Lilleberg
-
Patent number: 6771690Abstract: A method is disclosed to minimize the mean-square-error of an estimate of an unknown parameter, such as a data symbol transmitted through a channel, such as a WCDMA channel. The method includes steps of (a) replacing a required multiplication of an input signal vector by an inverse covariance matrix, which is one of a total signal covariance matrix or an interference-plus-noise covariance matrix, by linear filtering, wherein directly computed or estimated filter elements of a row or a column of the inverse covariance matrix, corresponding to time instant i, are used as linear filter coefficients; (b) forming a vector g(i) from the filter outputs, the vector g(i) being estimated element by element using the linear filter; and (c) using the vector g(i) in place of a vector that would have been obtained by directly multiplying the signal vector by the inverse covariance matrix. The linear filter w(i) converges or closely converges to a row or column of the required inverse covariance matrix.Type: GrantFiled: December 29, 2000Date of Patent: August 3, 2004Assignee: Nokia CorporationInventor: Markku J. Heikkila
-
Patent number: 6721293Abstract: A receiver for use in a CDMA telecommunications system is disclosed. The receiver includes at least one antenna for receiving signals from a CDMA channel, where the received signals include a desired user signal. The receiver also includes combining circuitry, for performing chip waveform filtering and maximal ratio combining, to produce mutually correlated chip estimates of the received signals. The receiver further includes an adaptive separator, for adaptively separating the mutually correlated chip estimates, and a correlator, for despreading the output of the adaptive separator to obtain an estimate for data symbols of the desired user signal. In addition, the receiver further includes estimating circuitry, coupled to the combining circuitry, for estimating a response of the channel, where the combining circuitry utilizes the channel response estimate as a reference.Type: GrantFiled: March 7, 2000Date of Patent: April 13, 2004Assignee: Nokia CorporationInventors: Petri Komulainen, Markku J. Heikkila