USPatent applicationPatented

Data processing method, equalizer and receiver

Granted 13 May 2014 · 1 office action

Life of the application

9 dated events
⤢ drag to zoom20122014201620182020202220242026202820302032ProsecutionOwnershipTerm & fees
ProsecutionOwnershipTerm & feeshover for detail · click to open

Abstract

A data processing method, an equalizer, and a receiver in a wireless communication system including a relay station are provided. The data processing method includes: receiving a base station signal from a base station; receiving a relay station signal from a relay station; determining a propagation delay between the base station signal and the relay station signal; generating an equalizing signal in which interference generated between the base station signal and the relay station signal is alleviated in consideration of the propagation delay; and recovering information bits transmitted by the base station from the equalizing signal. According to an exemplary embodiment of the present invention, it is possible to alleviate performance deterioration due to an interference problem generated in a relay system.

Description

8 parts
›CROSS-REFERENCE TO RELATED APPLICATIONS

This application claims the benefit of Korean Patent Application No. 10-2011-0032837 filed on Apr. 8, 2011, all of which are incorporated by reference in their entirety herein.

›BACKGROUND OF THE INVENTION

1. Field of the Invention

The present invention relates to wireless communication, and more particularly, to an equalizing method and apparatus in a wireless communication system including a relay station.

2. Related Art

A relay technology is a technology of enabling a service to be provided to a service disabled mobile station positioned in a shadow region or improving a data transmission rate. In addition, the relay technology has been prominent as a dominant technology in both of IEEE 802.16m and LTE-Advanced that correspond to candidate technologies of IMT-advanced, which is the next generation mobile communication standard. However, the relay technology should overcome performance deterioration caused by a difference in a propagation time intrinsically existing between a plurality of communication channels.

An orthogonal frequency division multiplexing (OFDM) system in which a relay station is not present prevents inter-symbol interference (ISI) using a cyclic prefix longer than a length of a channel impulse response. When the length of the channel impulse response is longer than a length of the CP, the ISI may be removed using a time domain equalizer (TEQ). However, a method of removing the ISI using the TEQ has a problem that noise is significantly amplified during a process of reducing a length of a channel. In order to solve this problem, a multi tap frequency domain equalizer (FEQ) is used.

›SUMMARY OF THE INVENTION

The present invention provides a data processing method, an equalizer, and a receiver.

The present invention also provides data processing method and a receiver capable of solving an interference problem generated due to a difference in a propagation time of a relay system.

The present invention provides a data processing method, an equalizer, and a receiver in which an equalizing signal is generated by multiplying a base station signal and a relay station signal by a weight vector.

The present invention provides an equalizing method and apparatus in a wireless communication system including a relay station.

In an aspect, a data processing method in a wireless communication system including a relay station is provided. The data processing method includes: receiving a base station signal from a base station; receiving a relay station signal from a relay station; determining a propagation delay between the base station signal and the relay station signal; generating an equalizing signal in which interference generated between the base station signal and the relay station signal is alleviated in consideration of the propagation delay; and recovering information bits transmitted by the base station from the equalizing signal.

The equalizing signal may be generated by multiplying the base station signal and the relay station signal by a weight vector.

The weight vector may be determined so as to maximize a signal to interference-plus-noise ratio (SINR).

The SINR or the weight vector may be a SINR or a weight vector by a predetermined mathematical model.

In another aspect, a receiver in a wireless communication system including a relay station is provided. The receiver includes: a receiving circuit receiving a base station signal from a base station and receiving a relay station signal from a relay station; an equalizer determining a propagation delay between the base station signal and the relay station signal and generating an equalizing signal in which interference generated between the base station signal and the relay station signal is alleviated in consideration of the propagation delay; and a decoder recovering information bits transmitted by the base station from the equalizing signal.

In still another aspect, an equalizer is provided. The equalizer includes: a determining unit determining a propagation delay between a base station signal received from a base station and a relay station signal received from a relay station and an equalizing unit generating an equalizing signal in which interference generated between the base station signal and the relay station signal is alleviated in consideration of the propagation delay.

›BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 is a diagram showing a multi-hop relay system.

FIG. 2 is a block diagram schematically showing a configuration of a receiver according to an exemplary embodiment of the present invention.

FIG. 3 is a block diagram schematically showing a configuration of an equalizer of FIG. 2 .

FIG. 4 is a diagram showing a difference in a propagation time generated between a base station signal and a relay station signal in a downlink of the multi-hop relay system.

FIG. 5 is a diagram showing a fast Fourier transform (FFT) period applied to an equalizer having three taps.

FIG. 6 is a flow chart schematically showing a data processing method according to an exemplary embodiment of the present invention.

FIG. 7 is a simulation result showing a channel impulse response between a base station and a mobile station and a channel impulse response between a relay station and a mobile station, used in simulation.

FIG. 8 is a simulation result showing frame error rate (FER) performance of an equalizer according to an exemplary embodiment of the present invention.

›DESCRIPTION OF EXEMPLARY EMBODIMENTS · 1 of 4

FIG. 1 shows a wireless communication system. A wireless communication system 10 includes at least one base station (BS) 11 . Respective BSs 11 provide communication services to specific geographical regions (generally referred to as cells) 15 a , 15 b , and 15 c . The cell can be divided into a plurality of regions (referred to as sectors).

FIG. 1 is a diagram showing a multi-hop relay system. The multi-hop relay system 100 indicates a mobile communication system in which communication between a base station (BS) 110 and a mobile station (MS) 120 is performed via several stages of relay stations 130 .

Referring to FIG. 1 , the MS 120 receives a base station signal h B 101 of the BS 110 and a relay station signal h R 102 of the RS 130 . In the case in which the MS 120 is serviced by any one of the BS 110 and the RS 130 , a signal of the other thereof acts as interference to a service signal.

The base station signal h B 101 and the relay station signal h R 102 have a difference in a propagation time therebetween. This difference in a propagation time causes inter-symbol interference (ISI). When orthogonal components of OFDM are dispersed by the ISI, it is difficult to recover a signal in a receiver 200 . In order to prevent this performance deterioration, the receiver according to an exemplary embodiment of the present invention includes an equalizer 220 . The equalizer 220 may be a multi tap frequency domain equalizer by way of example.

FIG. 2 is a block diagram schematically showing a configuration of a receiver according to an exemplary embodiment of the present invention. Referring to FIG. 2 , the receiver 200 includes a receiving circuit 210 , the equalizer 220 , and a decoder 230 .

The receiving circuit 210 receives the base station signal 101 from the BS 110 and receives the relay station signal 102 of the RS 130 .

The equalizer 220 determines a propagation delay between the base station signal 101 and the relay station signal 102 and generates an equalizing signal 203 in which interference is alleviated in consideration of the propagation delay. In addition, the decoder 230 recovers information bits transmitted by the BS 110 from the equalizing signal 203 .

FIG. 3 is a block diagram schematically showing a configuration of an equalizer of FIG. 2 . Referring to FIG. 3 , the equalizer 220 includes a determining unit 221 and an equalizing unit 222 . The determining unit 221 determines the propagation delay between the base station signal 101 received from the BS 110 and the relay station signal 102 received from the RS 130 , and the equalizing unit 222 generates the equalizing signal 203 in which the interference generated between the base station signal 101 and the relay station signal 102 is alleviated in consideration of the propagation delay.

In the multi-hop relay system 100 in which the difference in a propagation time may be mathematically implemented. In addition, the equalizer 220 may be designed through a mathematically implemented model.

The mathematical model of the multi-hop relay system 100 is as follows.

In the present invention, ( )* indicates a conjugation for a scalar or a vector, ( ) T indicates a transpose, and ( ) H indicates a Hermitian transpose. All of the vectors are column vectors. Generally, a Bold-faced capital latter indicates a matrix, and a Bold-faced small latter indicates a vector. However, in order to distinguish a time domain and a frequency domain from each other, some of Bold-faced capital letters are used to represent a vector in an understandable range of those skilled in the art.

It is assumed that frequency resources of the multi-hop relay system 100 are orthogonal to each other without being overlapped with each other. That is, when it is assumed that each of subcarrier index sets used by the BS 110 and the RS 130 is S B and S R , S B ∩S R =Ø.

A difference between times at which the base station signal 101 and the relay station signal 102 arrive at the mobile station is represented by the following Equation.

Δ t=t R −t B   <Equation 1>

Where each of t B and t R indicates arrival times of the base station signal 101 and the relay station signal 102 after removal of CP. Δt indicates a difference between times at which the base station signal 101 and the relay station signal 102 arrive at the mobile station.

FIG. 4 is a diagram showing a difference in a propagation time generated between a base station signal and a relay station signal in a downlink of the multi-hop relay system. t B and t R have been defined above, and t frame indicates a start time of a FFT period. In addition, ν indicates a length of the CP.

Referring to FIG. 4 , FIG. 4 shows a difference in a propagation time and a FFT period in the case in which Δt≧0 ( 410 ), in the case in which −ν≦Δt<0 ( 420 ), and in the case in which Δt<−ν ( 430 ).

t frame is determined so that an influence of the interference becomes minimum, such that the FFT period is determined. t frame is represented by the following Equation.

The present invention focuses on an influence of interference by a difference (Δt) in a propagation time. It is assumed that a length of a channel between the BS 110 and the MS 120 and a length of a channel between the RS 130 and the MS 120 are the same as each other as an L sample and is shorter than the length (ν) of the CP.

A vector x B,l =[x B,l,0 x B,l,1 . . . x B,l,N−1 ] T and a vector x R,l =[x R,l,0 x R,l,1 . . . x R,l,N−1 ] T indicate time domain signals transmitted in a first OFDM symbol period. x B,l , and x R,l , are represented by the following Equation.

x B,l =F H X B,l

x R,l =F H X R,l   <Equation 3>

Where a matrix F indicates a N×N FFT matrix of which a (k,n)-th element value is 1/√{square root over (N)} exp(−j2πkn/N), k=0, 1, 2, . . . , N−1, n=0, 1, 2, . . . , N−1 each of X B,l =[X B,l,0 X B,l,1 . . . X B,l,N−1 ] T and X R,l =[X R,l,0 X R,l,1 . . . X R,l,N−1 ] T indicates frequency domain symbol vectors of signals transmitted by the BS 110 and the RS 130 , X B,l,k =0 with respect to a subcarrier index k∈S R , and X R,l,k =0 with respect to a subcarrier index k∈S B .

›DESCRIPTION OF EXEMPLARY EMBODIMENTS · 2 of 4

A mathematical model for a reception signal in the case in which Δt≧0 ( 410 ) will be first considered.

A FFT period is determined so that t frame =t B . A time domain reception signal y=[y 0 y 1 . . . y N−1 ] T is the sum of a signal component y B =[y B,0 y B,1 . . . y B,N−1 ] T from the BS 110 and a signal component y R =[y R,0 y R,1 . . . y R,N−1 ] T from the RS 130 . y, y B , and y R are represented by the following Equation.

y=y B,t frame =t B +y R,t frame =t B +z

y B,t frame =t B =H B x B,l

y R,t frame =t B =H R P Δt x R,l −H R,ISIP,L−1−v+Δt P Δt x R,l +H R,ISIP,L−1−v+Δt x R,l−1   <Equation 4>

Where a noise vector z=[z 0 z 1 . . . z N−1 ] T and z i ˜CN(0,σ z 2 ). CN means complex Gaussian noise, and σ z 2 means a variance of noise. In addition, H B , H R , P n and H R,ISIP,δ are represented by the following Equation.

H B and H R indicate a circulant matrix configured of impulse responses, and each of h B,n , n=0, 1, . . . , L−1 and h R,n , n=0, 1, . . . , L−1 indicates channel impulse responses of a channel between the BS 110 and the MS 120 and a channel between the RS 130 and the MS 120 . P n is a matrix indicating an n sample environment right shift, and H R,ISIP,δ is a matrix indicating interference components generated by a difference in a propagation time. The reception signal is derived on the assumption that a channel is fixed during an OFDM symbol period.

From Equation 4, a frequency domain signal corresponding to a k∈S B -th subcarrier may be obtained. The frequency domain signal corresponding to the k∈S B -th subcarrier is represented by the following Equation.

Y k,t frame =t B =f k H y=H B,k X B,l,k −f k H H R,ISIP,L−1−v+Δt P Δt F H X R,l +f k H H R,ISIP,L−1−v+Δt F H X R,l−1 +Z k   <Equation 6>

Where a vector f k , k=0, 1, . . . , N−1 indicates a k-th column vector of an inverse FFT matrix F H . Since f k H H B F H X B,l =H B,k X B,l,k and k∉S R in the above Equation, X R,l,k =0. Therefore, a fact that f k H H R P Δt F H X R,l =0 is used. Z k =f k H z, and H B,k indicates a gain of a k-th subcarrier.

A mathematical model for a reception signal in the case in which −ν≦Δt<0 ( 420 ) is as follows.

y=y B,t frame =t R +y R,t frame =t R +z

y B,t frame =t R =H B P −Δt x B,l −H B,ISIP,L−1−v−Δt P −Δt x B,l +H B,ISIP,L−1−v−Δt x B,l−1

y R,t frame =t R =H R x R,l   <Equation 7>

Where H B,ISIP,δ is a matrix indicating interference components generated by a difference in a propagation time. H B,ISIPδ is represented by the following Equation.

From Equation 7, a frequency domain signal corresponding to a k∈S B -th subcarrier may be obtained. The frequency domain signal corresponding to the k∈S B -th subcarrier is represented by the following Equation.

Y k,t frame =t R =f k H y=e j2πkΔt/N H B,k X B,l,k

− f k H H B,ISIP,L−1−v−Δt P −Δt F H X B,l +f k H H B,ISIP,L−1−v−Δt F H X B,l−1 +Z k   <Equation 9>

Where a fact that f k H H B P −Δt F H X B,l =e j2πkΔt/N H k X B,l,k and f k H H R F H X R,l =0 is used. Equation 9 shows that an interference signal is not generated from the RS 130 in the case in which the FFT period of Equation 2 is used and shows that a previous OFDM symbol signal of the BS 110 acts as interference.

A mathematical model for a reception signal in the case in which Δt<−ν ( 430 ) is as follows.

y=y B,t frame =t B −v +y R,t frame =t B −v +z

y B,t frame =t B −v =H B P v x B,l −H B,ISIP,L−1 P v x B,l +H B,ISIP,L−1 x B,l−1

y R,t frame =t B −v =H R P N+Δt+v x R,l −H R,ISIN,−Δt−v P N+Δt+v x R,l +H R,ISIN,−Δt−v P 2v+Δt x R,l+1   <Equation 10>

Where H B,ISIP,δ is represented by the following Equation.

From Equation 10, a frequency domain signal corresponding to a k∈S B -th subcarrier may be obtained. The frequency domain signal corresponding to the k∈S B -th subcarrier is represented by the following Equation.

Y k,t frame =t B −v =f k H y=e −j2πkv/N H B,k X B,l,k −f k H H B,ISIP,L−1 P v F H X B,l +f k H H B,ISIP,L−1 F H X B,l−1 −f k H H R,ISIN,−Δt−v P N+Δt+v F H X R,l +f k H H R,ISIN,−Δt−v P 2v+Δt F H X R,l+1 +Z k   <Equation 12>

Where a fact that f k H H B P v F H X B,l =e j2πkv/N H B,k X B,l,k and f k H H R P N+Δt−v F H X R,l =0 is used. It may be appreciated from Equation 12 that both of the base station signal 101 and the relay station signal 102 act as interference to a signal received in the k∈S B -th subcarrier.

Based on the mathematical models in the cases in which Δt≧0 ( 410 ), −ν≦Δt<0 ( 420 ), and Δt<−ν ( 430 ), the equalizer 220 generating the equalizing signal 203 in which the interference generated between the base station signal 101 and the relay station signal 102 is mathematically modeled.

Since processes in which the equalizer 220 is mathematically implemented in the cases in which Δt≧0 ( 410 ), −ν≦Δt<0 ( 420 ), and Δt<−ν ( 430 ) are similar to each other, a mathematical modeling process in the case in which Δt≧0 ( 410 ) may also be in the cases in which −ν≦Δt<0 ( 420 ) and Δt<−ν ( 430 ).

FIG. 5 is a diagram showing a fast Fourier transform (FFT) period applied to an equalizer having three taps. t B , t R , Δt, and t frame of FIG. 5 are the same as t B , t R , Δt, and t frame defined in FIG. 4 .

A D tap frequency domain equalizer performs FFT with respect to each of D FFT periods. Referring FIG. 5 , the D FFE periods are based on t frame , and a start point of d=0, 1, 2, . . . , L, . . . , D−1-th FFT period is t frame −d. When a frequency domain reception signal in the case in which a start point of a FFE period is t frame −d is Y k d , d=0, 1, 2, . . . , L, . . . , D−1, Y k d is represented by the following Equation.

Y k d =e −j2πkd/N H B,k X B,l,k −f k H H B,ISIP,d+L−1−v P d+Δt F H X B,l +f k H H B,ISIP,d+L−1−v F H X B,l−1 −f k H H R,ISIP,d+L−1−v+Δt P d+Δt F H X R,l +f k H H R,ISIP,d+L−1−v+Δt F H X R,l−1 +Z k d   <Equation 13>

Therefore, a frequency domain reception signal Y k =[Y k D−1 . . . Y k 1 Y k 0 ] T is represented by the following Equation.

Y k =H B,k X B,l,k −H intf,B,l X B,l +H intf,B,l−1 X B,l−1 −H intf,R,l X R,l +H intf,R,l−1 X R,l−1 +Z k   <Equation 14>

Where Z k =[Z k D−1 . . . Z k 1 Z k 0 ] T , and H B,k is a vector configured of channel gains between the BS 110 and the MS 120 in the k-th subcarrier. H intf,B,l indicates an interference matrix between the BS 110 and the MS 120 in an l-th OFDM symbol, and H intf,R,l indicates an interference matrix between the RS 130 and the MS 120 in the l-th OFDM symbol. Each of the matrices is represented by the following Equation.

›DESCRIPTION OF EXEMPLARY EMBODIMENTS · 3 of 4

Where F k,D =[f k f k . . . f k ].

Equation 14 shows that in the case of signals received through each subcarrier, all terms except for a right first term of Equation 14 act as interference.

According to the exemplary embodiment of the present invention, the equalizer 220 generating the equalizing signal 203 by multiplying a weight vector is mathematically modeled. When it is assumed that the generated equalizing signal 203 is {tilde over (X)} B,l,k , the equalizing signal 203 is represented by the following Equation.

Where w k indicates a weight vector.

In this case, a signal to interference-plus-noise ratio (SINR k ) of the equalizing signal 203 generated in Equation 16 is represented by the following Equation.

Where A k and B k are represented by the following Equation.

Where E x =E{|X k | 2 } and is energy of a transmission signal. In addition, σ z 2 indicates a variance of noise, and I D indicates a D×D identity matrix.

Equation 17 was derived from a fact that there is no correlation between signals of the RS 130 and signals of the BS 110 transmitted in each OFDM symbol period and relationships of H intf,B,l−1 (H intf,B,l−1 ) H =H intf,B,l (H intf,B,l ) H and H intf,R,l−1 (H intf,R,l−1 ) H =H intf,R,l (H intf,R,l ) H .

When a weight vector w k opt maximizing the SINR k is applied to the equalizer 220 , the influence of the interference due to the relay station signal 102 may be minimized. Therefore, the weight vector corresponds to a solution to the following optimization problem.

An equality constrained area optimization problem of Equation 19 may be again changed into the following equality unconstrained optimization problem.

Where λ indicates Lagrange multiplier, and an objective function including λ is as follows.

When it is assumed that values obtained by differentiating Equation 21 with respect to w k * and λ are 0 D and 0, the following Equations 22 and 23 are obtained.

When Equations 21 and 22 are solved in combination with each other, a value of a weight vector w k is obtained.

When the weight vector w k by Equation 24 is applied to the equalizer 220 , the SINR k of the equalizing signal 203 generated by multiplying the base station signal 101 and the relay station signal 102 by the weight vector may be minimized. Therefore, the performance deterioration of the multi-hop relay system 100 due to the relay station signal 102 may be alleviated.

FIG. 6 is a flow chart schematically showing a data processing method according to an exemplary embodiment of the present invention.

Referring to FIG. 6 , the data processing method according to the exemplary embodiment of the present invention includes receiving a base station signal 101 from a BS 110 (S 610 ), receiving a relay station signal 102 from a RS 130 (S 620 ), determining a propagation delay between the base station signal 101 and the relay station signal 102 (S 630 ), generating an equalizing signal (S 640 ), and recovering information bits (S 650 ).

In the generation of the equalizing signal (S 640 ), the equalizing signal 203 in which interference generated between the base signal station 101 and the relay station signal 102 is alleviated in consideration of the propagation delay. The equalizing signal 203 may be generated by multiplying the base station signal and the relay station signal by a weight vector, which may be determined so as to maximize a SIRN. The SIRN may be a SIRN of Equation 17, and the weight vector may be a weight vector of Equation 24.

In the recovering of the information bits (S 650 ), the information bits transmitted by the BS 110 are recovered from the equalizing signal 203 .

An effect of the present invention may be confirmed through simulation.

In simulation, it is assumed that a FFT size N=512 and a CP size ν=64. In addition, 16-QAM symbol mapping is used. The BS 110 uses an odd number-th subcarrier and the RS 130 uses an even number-th subcarrier so that interference by a difference in a propagation time is increased. That is, S B ={0, 2, 4, . . . , 510}, and S R ={1, 3, 5, . . . , 511}. One OFDM symbol becomes one frame, and comparison of performance is conducted in view of a frame transmission error rate. In addition, a channel encoder is not used.

FIG. 7 is a simulation result showing a channel impulse response between a BS and a MS and a channel impulse response between a RS and a MS, used in simulation. Referring to FIG. 7 , both of channel impulse responses of two channels are shorter than 64.

FIG. 8 is a simulation result showing frame error rate (FER) performance of an equalizer according to an exemplary embodiment of the present invention. Δt indicates a difference between times at which the base station signal 101 and the relay station signal 102 arrive at the mobile station, and D indicates the number of taps of the equalizer 220 when the equalizer 220 is a multi-tap frequency domain equalizer. In addition, performance in the case in which Δt is 0 indicates a limit of performance.

Referring to FIG. 8 , in the case in which a single tap equalizer is used, a error floor is generated with both of the case in which Δt=−45 ( 810 ) and Δt=45 ( 820 ). However, the error floor is higher in the case in which Δt=45 ( 820 ) than in the case in which Δt=−45 ( 810 ). The reason is that in the case in which −ν≦Δt<0 ( 420 ), interference is determined by an impulse response between the BS 110 and the MS 120 , and in the case in which Δt≧0 ( 410 ), interference is determined by an impulse response between the RS 130 and the MS 120 .

FER performance of a tap frequency domain equalizer having D of 5 or 8 is a result derived by applying the weight vector of Equation 24. The FER is decreased in both of the cases in which Δt=−45 ( 810 ) and Δt=45 ( 820 ). Therefore, performance of the equalizer is improved by the multi-tap frequency domain equalizer. In addition, as the number of taps increases, the performance is improved.

Therefore, according to the exemplary embodiment of the present invention, the performance deterioration due to the interference problem generated in the multi-hop relay system 100 may be alleviated.

›DESCRIPTION OF EXEMPLARY EMBODIMENTS · 4 of 4

As set forth above, according to the exemplary embodiment of the present invention, it is possible to alleviate performance deterioration due to an interference problem generated in a relay system.

›Tables in the description — 1
tframe
=
{
tB
,
if⁢
⁢0
≤
Δ⁢
⁢t
tR
,
if⁢
-v
≤
Δ⁢
⁢t
<0
tB
-v
,
if⁢
⁢Δ⁢
⁢t
<
-v
〈
⁢Equation⁢
⁢2
〉

Claims as granted

9 claims

Log in to read the claims of this application.

Log in to unlock

Classifications

23 codes
IPC · International Patent Classification
Section H — Electricity
  • H03H7/30
USPC · US Patent Classification
375/232370/312455/13.1327/551375/227455/15375/229708/300375/211375/316375/346375/220455/296455/7370/315370/328375/295455/501370/342455/11.1370/335370/352

Claim changes

Soon
Coming soonHow the claims changed between publication and grant

See which claims were amended, added or cancelled during examination, with every added and removed word marked.

AmendedAddedCancelledUnchanged

The published claims of this application are not paired with the granted ones in what we hold.

File wrapper

⤢ drag to zoomApr 2012Jul 2012Oct 2012Jan 2013Apr 2013Jul 2013Oct 2013Jan 2014Apr 2014Jul 2014USPTOApplicantNon-final rejectionResponse after non-final
USPTOApplicanthover for detail · click to open
Pendency
2.1 y
767 days filing → grant
Office actions
1
non-final + final
Responses
1
no RCE
Interviews
1
examiner interview summaries
Examiner
Leon Flores
art unit 2633 · TC 2600
Citations: 4 back · 1 forward

See the full prosecution history — every USPTO and applicant action on this file, in order.

Log in to unlock

Documents

Log in to open the documents of this file: the application as filed, every office action and response, the notice of allowance.

Log in to unlock

Chain of title

⤢ drag to zoom20122014201620182020202220242026202820302032Owner 1
Titlehover for detail · click to open

See the full assignment history — every owner this patent has passed through, with recordation dates and reel/frame numbers.

Log in to unlock